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The main scientific area of activity is on Process Systems Engineering (PSE), even though other fields such as Process Analytics and Industrial Statistics can also be seen as targeted research areas. After an initial interest in First Principle model-based fault detection and diagnostic systems, the contact with processes lacking accurate mechanistic models shifted the research interests towards data-centric methodologies for process analysis, modelling, monitoring, control and improvement, as well as to other relevant issues regarding the generation of data with high quality (DoE, R&R studies, measurement uncertainty). The complexity of processes and data collected from them, motivated a concentration of efforts on high-dimensional multiscale data-driven approaches, that present the ability of adequately describing different phenomena going on at separate scales of time and length, through mathematical and statistical frameworks that incorporate the scale in the core of their algorithms, and where wavelet theory and multivariate statistics play key roles, when synergistically combined. A wide variety of methodologies have been proposed in this scope, for fault detection & diagnosis, soft sensors for critical properties, process analysis, system identification and optimization, sensor fusion, hybrid modelling, among others. I am also been actively involved in developments in the fields of Multivariate Image Analysis (MIA), analysis of gene expression data, biosystems, pulp & paper, process improvement through the six-sigma and lean manufacturing initiatives. (For more information on research activities, please visit my reserach website: http://www.eq.uc.pt/~marco/research/pclab/)
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Identification

Personal identification

Full name
Marco Paulo Seabra dos Reis

Citation names

  • Reis, Marco S.

Author identifiers

Ciência ID
9817-7687-05DC
ORCID iD
0000-0002-4997-8865

Knowledge fields

  • Engineering and Technology - Chemical Engineering - Chemical Process Engineering
  • Engineering and Technology - Materials Engineering - Paper and Wood
  • Exact Sciences - Computer and Information Sciences - Computer Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Beginner (A1) Intermediate (B1) Beginner (A1) Beginner (A1)
Spanish; Castilian Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2016
Concluded
 Engenharia Química (Título de Agregado)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Introdução à Monitorização de Processos Industriais / Quimiometria de Processos – Programa, conteúdos e metodologia de ensino" (THESIS/DISSERTATION)
 Aprovado por unanimidade
2006
Concluded
 Engenharia Química (Doutoramento)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Data-Driven Multiscale Monitoring, Modelling and Improvement of Chemical Processes" (THESIS/DISSERTATION)
 Aprovado com Distinção e Louvor
1995
Concluded
 Engenharia Química (Licenciatura)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
 16
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2019 - Current Associate Professor (University Teacher) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2006 - 2019 Assistant Professor (University Teacher) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2000 - 2006 Assistant (University Teacher) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1997 - 2000 Trainee Assistant (University Teacher) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal

Positions / Appointments

Category
Host institution 		Employer
2017 - Current Council Member European Network for Business and Industrial Statistics (ENBIS), Netherlands
European Network for Business and Industrial Statistics (ENBIS), Netherlands
2023 - 2025 Organic Unit Director Universidade de Coimbra, Portugal
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2019 - 2021 Organic Unit Sub-director Universidade de Coimbra, Portugal
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2018 - 2021 Vice-President PRODEQ – Associação para o Desenvolvimento da Engenharia Química. Departamento de Engenharia Química, Portugal
2017 - 2019 Past President European Network for Business and Industrial Statistics (ENBIS), Netherlands
2015 - 2018 President PRODEQ – Associação para o Desenvolvimento da Engenharia Química. Departamento de Engenharia Química, Portugal
2015 - 2017 President European Network for Business and Industrial Statistics (ENBIS), Netherlands
2013 - 2015 President Elect European Network for Business and Industrial Statistics (ENBIS), Netherlands
2011 - 2015 Vice-Diretor Universidade de Coimbra Centro de Investigação em Engenharia dos Processos Químicos e dos Produtos da Floresta, Portugal
2011 - 2013 Vice-President European Network for Business and Industrial Statistics (ENBIS), Netherlands

Others

Category
Host institution 		Employer
1995 - 1997 Engenheiro de Desenvolvimento e Controlo Técnico Soporcel, SA, Portugal
Projects

Contract

Designation Funders
2000/10/01 - Current Combined Mechanistic and Empirical Process Data Analysis
info:eu-repo/grantAgreement/FCT/POCI/32647/PT
Researcher
Fundação para a Ciência e a Tecnologia
2021/03/01 - 2026/06/30 Warehouse of the Future
POCI-01-0247-FEDER-072638
Principal investigator
Universidade de Coimbra, Portugal
2022 - 2025 Digitizing Aquaculture from predictive analytics to intelligent photonics platform
PTDC/EEI EEE/0415/2021
Principal investigator
Fundação para a Ciência e a Tecnologia
2022 - 2025 CiNTech – Technological Hub for Innovation, Translation and Industrialization of Complex Injectable Drugs
PRR ref. 7131
Principal investigator
2022 - 2025 NEXUS: Pacto de Inovação – Transição Verde e Digital para Transportes, Logística e Mobilidade
PRR ref. 7113
Principal investigator
2022 - 2025 Living the Future Academy (LFA)
PRR
Researcher
2023/03/01 - 2024/03/31 IPA@UC - Infraestruturas Tecnológicas do INTERFACE@UC
Centro 04-3559-FSR-000142
Principal investigator
2020/07/01 - 2023/06/30 rePLANT – Implantação de estratégias colaborativas para a gestão integrada da floresta e do fogo
POCI-01-0247-FEDER-046081
Researcher
2018/02/01 - 2022/10/31 Produtos e Tecnologias Inovadoras a Partir do Eucalipto
N. º 21874 (COMPETE 2020 nº246/EIXO II/2017)
Principal investigator
2018 - 2022 Green method to prepare sterilized biopolymers based aerogel
PTDC/EQU-EPQ/32625/2017
Universidade de Coimbra, Portugal

Universidade de Coimbra Centro de Neurociências e Biologia Celular, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2020/07/09 - 2021/04/09 Avaliação da Eficácia de Descontaminação e Segurança de Reutilização de Aparelhos de Proteção Respiratória (APR)
n.º 395
Principal investigator
Universidade de Coimbra, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2018/07/01 - 2020/06/30 Impacto das Tecnologias de Produção na Qualidade do Vinho Madeira
M1420-01-0247-FEDER-000024
Principal investigator
2016/06/16 - 2019/12/15 Optimal Fusion of Multiresolution Information for Soft Sensor Development, Process Monitoring and Model-Based Estimation
PTDC/QEQ-EPS/1323/2014
Principal investigator
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
Concluded
2017/09/01 - 2019/08/31 Supervisão do processo fermentativo da cerveja lager
M1420-01-0247-FEDER-000007
Principal investigator
2017/01/01 - 2019 MATIS - Materiais e Tecnologias Industriais Sustentáveis
CENTRO-01-0145-FEDER-000014
Researcher
Universidade de Coimbra, Portugal
Concluded
2012/04/01 - 2015 Finding the naturally evolved design principles of prevalent metabolic circuits
PTDC/QUI-BIQ/119657/2010
Principal investigator
Universidade de Coimbra, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2010/06/01 - 2013 Development of an integrated framework for monitoring and control of complex industrial and biologic systems using advanced partial-correlation and information-theoretic approaches
PTDC/EQU-ESI/108374/2008
Principal investigator
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2010/06/01 - 2013 Development of an unified framework for the integrated multivariate and multiscale monitoring of profiles
PTDC/EQU-ESI/108597/2008
Principal investigator
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2011/01/01 - 2012/12/31 Projecto Estratégico - UI 102 - 2011-2012
PEst-C/EQB/UI0102/2011
Universidade de Coimbra Centro de Investigação em Engenharia dos Processos Químicos e dos Produtos da Floresta, Portugal

Universidade de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2009/01/01 - 2011 Process intensification methodolgies for liquid-liquid systems in structured equipment
info:eu-repo/grantAgreement/EC/FP7/214599/EU
Researcher
Fundação para a Ciência e a Tecnologia
Concluded
2005/07/01 - 2008 Chemical Product Design: A Process Systems Engineering Approach
info:eu-repo/grantAgreement/FCT/POCI/59305/PT
Researcher
Fundação para a Ciência e a Tecnologia
Concluded
2003/10/01 - 2007 Integrated Multiscale Approaches in Chemical Process Engineering
POCTI/EQU/47638/2002
Researcher
Fundação para a Ciência e a Tecnologia
Concluded
2002/01/01 - 2005/12/31 European network for promoting business and industrial statistics
Agreement ID: G6RT-CT-2001-05059
Researcher
Outputs

Publications

Book
  1. Sancho, A.; Ribeiro, J.C.; Reis, M.S.; Martins, F.G.. Cluster Analysis of Crude Oils based on Physicochemical Properties. 2020.
    10.1016/B978-0-12-823377-1.50091-4
  2. Reis, Marco. Análise de Dados Laboratoriais. Portugal: RELACRE. 2018.
  3. Rendall, R.; Lu, B.; Castillo, I.; Chin, S.-T.; Chiang, L.H.; Reis, M.S.. Profile-driven Features for Offline Quality Prediction in Batch Processes. 2017.
    10.1016/B978-0-444-63965-3.50252-X
  4. Rato, T.J.; Reis, M.S.. Improved Fault Diagnosis in Online Process Monitoring of Complex Networked Processes: a Data-Driven Approach. 2017.
    10.1016/B978-0-444-63965-3.50282-8
  5. Reis, Marco. Estatística para a Melhoria de Processos - A Perspectiva Seis Sigma. Imprensa da Universidade de Coimbra. 2016.
    10.14195/978-989-26-1060-3
  6. Moita, R.D.; Gomes, V.M.; Saraiva, P.M.; Reis, M.S.. An Extended Comparative Study of Two- and Three-Way Methodologies for the On-line Monitoring of Batch Processes. 2014.
    10.1016/B978-0-444-63456-6.50087-9
  7. Reis, M.S.. Multivariate image analysis. 2013.
  8. Saraiva, P.M.; J. d’Orey; P. Sampaio; Reis, Marco; C. Cardoso; J. Pinheiro; L. Tomé. O Futuro da Qualidade em Portugal. APQ. 2010.
  9. Reis, M.S.; Saraiva, P.M.; Bakshi, B.R.. Denoising and Signal-to-Noise Ratio Enhancement: Wavelet Transform and Fourier Transform. 2009.
  10. dos Reis, M.P.S.; Saraiva, P.M.. Multivariate and Multiscale Data Analysis. 2008.
Book chapter
  1. Vidinha Batista, Daniel; Reis, Marco S.. "Balancing modelling complexity and experimental effort forconducting QbD on lipid nanoparticles (LNPs) systems". In 35th EuropeanSymposium on Computer Aided Process Engineering. PSE Press, 2025.
    Accepted
  2. Gariso, Rúben; Rato, Tiago J.; Quina, Margarida J.; Ferreira, Licínio; Reis, Marco S.. "Predicting the coagulation potential of waste lubricant oil (WLO) using multiblock machine learning of NIR and MIR spectroscopy". In 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering, 1843-1848. Elsevier, 2024.
    10.1016/b978-0-443-28824-1.50308-2
  3. Reis, Marco S.; Strelet, Eugeniu; Sansana, Joel; Quina, Margarida J.; Gando-Ferreira, Licínio M.; Rato, Tiago J.. "Development of a Centralized Classifier for Decentralized Decision Making". In 33rd European Symposium on Computer Aided Process Engineering, 1891-1896. Elsevier, 2023.
    10.1016/b978-0-443-15274-0.50300-0
  4. Reis, Marco; Reis, M.S.; Saraiva, P.M.. "Data-Centric Process Systems Engineering for the Chemical Industry 4.0". In Systems Engineering in the Fourth Industrial Revolution – Big Data, Novel Technologies, and Modern Systems Engineering, 137-159. Hoboken, United States: Wiley, 2020.
  5. Reis, Marco; Bakshi, B.R.; Saraiva, P.M.. "Data Quality and Denoising: a Review". In Comprehensive Chemometrics: Chemical and Biochemical Data Analysis, 179-204. Oxford: Elsevier, 2020.
    Published
  6. Reis, Marco S.; Rato, Tiago J.; Reis, M.S.; Rato, T.J.. "An Advanced Data-Centric Multi-Granularity Platform for Industrial Data Analysis". In 29th European Symposium on Computer Aided Process Engineering, 1225-1230. Elsevier, 2019.
    10.1016/b978-0-12-818634-3.50205-8
  7. Rendall, Ricardo; Lu, Bo; Castillo, Ivan; Chin, Swee-Teng; Chiang, Leo H.; Reis, Marco S.. "Profile-driven Features for Offline Quality Prediction in Batch Processes". In 27th European Symposium on Computer Aided Process Engineering, 1501-1506. Elsevier, 2017.
    10.1016/b978-0-444-63965-3.50252-x
  8. Rato, Tiago J.; Reis, Marco S.. "Improved Fault Diagnosis in Online Process Monitoring of Complex Networked Processes: a Data-Driven Approach". In 27th European Symposium on Computer Aided Process Engineering, 1681-1686. Elsevier, 2017.
    10.1016/b978-0-444-63965-3.50282-8
  9. Reis, Marco. "Controlo Estatístico de Processos no Século XXI". In Guia das Empresas Certificadas. Lisboa: Cem Palavras, 2016.
  10. Rendall, Ricardo; Reis, Marco S.; Chin, Swee-Teng; Chiang, Leo; Rendall, R.; Reis, M.S.; Chin, S.-T.; Chiang, L.. "Managing Uncertainty Information for Improved Data-Driven Modelling". In 26th European Symposium on Computer Aided Process Engineering, 1575-1580. Elsevier, 2016.
    10.1016/b978-0-444-63428-3.50267-8
  11. Rendall, Ricardo; Pereira, Ana; Reis, Marco; Rendall, R.; Pereira, A.; Reis, M.. "An extended comparison study of large scale datadriven prediction methods based on variable selection, latent variables, penalized regression and machine learning". In 26th European Symposium on Computer Aided Process Engineering, 1629-1634. Elsevier, 2016.
    10.1016/b978-0-444-63428-3.50276-9
  12. Moita, Raquel D.; Gomes, Véronique M.; Saraiva, Pedro M.; Reis, Marco S.. "An Extended Comparative Study of Two- and Three-Way Methodologies for the On-line Monitoring of Batch Processes". In 24th European Symposium on Computer Aided Process Engineering, 517-522. Elsevier, 2014.
    10.1016/b978-0-444-63456-6.50087-9
  13. Reis, Marco S.. "Multivariate image analysis". In Mathematical and Statistical Methods in Food Science and Technology, 201-218. John Wiley & Sons, Ltd, 2014.
    10.1002/9781118434635.ch12
  14. Rato, Tiago J.; Reis, Marco S.; Rato, T.J.; Reis, M.S.. "Sensitivity Enhancing Transformations for Large-Scale Process Monitoring". In 24th European Symposium on Computer Aided Process Engineering, 643-648. Elsevier, 2014.
    10.1016/b978-0-444-63456-6.50108-3
  15. Moita, Raquel D.; Gomes, Véronique M.; Saraiva, Pedro M.; Reis, Marco S.. "An Extended Comparative Study of Two- and Three-Way Methodologies for the On-line Monitoring of Batch Processes". In 24th European Symposium on Computer Aided Process Engineering, 517-522. Elsevier, 2014.
    10.1016/b978-0-444-63456-6.50087-9
  16. de Almeida, Gustavo M.; Reis, Marco S.; Park, Song W.. "A Signal Processing Approach for Fault Detection Problem". In 22nd European Symposium on Computer Aided Process Engineering, 857-861. Elsevier, 2012.
    10.1016/b978-0-444-59520-1.50030-0
  17. Rato, Tiago J.; Reis, Marco S.. "Statistical Process Control of Multivariate Systems with Autocorrelation". In 21st European Symposium on Computer Aided Process Engineering, 497-501. Elsevier, 2011.
    10.1016/b978-0-444-53711-9.50100-0
  18. Reis, Marco; Pereira, Cristina; Saraiva, Pedro M; Marques, J. "Análise da Qualidade do Vinho Madeira". In Guia de Empresas Certificadas, 27-31. Lisboa: Cem Palavras, 2011.
  19. Reis, M.S.; Saraiva, P.M.; Bakshi, B.R.. "Denoising and Signal-to-Noise Ratio Enhancement: Wavelet Transform and Fourier Transform". In Comprehensive Chemometrics, 25-55. Elsevier, 2009.
    Published • 10.1016/B978-044452701-1.00099-5
  20. Reis, Marco P. Seabra dos; Saraiva, Pedro M.. "Multivariate and Multiscale Data Analysis". In Statistical Practice in Business and Industry, 337-370. John Wiley & Sons, Ltd, 2008.
    10.1002/9780470997482.ch13
Conference abstract
  1. Dias, Paulo A.N.; Rodrigues, Ricardo J.; Reis, Marco S.. "Methodology to characterize the fiber orientation in ZD of paper sheets: development and testing". Paper presented in XII Iberoamerican Congress on Pulp and Paper Research 2022 (CIADICYP), Girona, 2022.
    Published
  2. Dias, Paulo A.N.; Rodrigues, Ricardo J.; Reis, Marco S.. "Structural curl related problems in paper: diagnosis of fiber orientation two-sidedness". Paper presented in XII Iberoamerican Congress on Pulp and Paper Research 2022 (CIADICYP), Girona, 2022.
    Published
  3. Dias, Paulo A.N.; Rodrigues, Ricardo J.; Reis, Marco S.. "Prediction of mechanical and dimensional properties of paper for a wide range of operational conditions using an efficient and theoretical sound experimental method". Paper presented in DCE21 – 4th Doctoral Congress in Engineering, Web conference, 2021.
    Published
  4. Dias, Paulo A.N.; Rodrigues, Ricardo J.; Reis, Marco S.. "Development of an efficient methodology to characterize fiber orientation over the thickness direction of paper for curl troubleshooting". Paper presented in DCE21 - 4th Doctoral Congress in Engineering, Web conference, 2021.
    Published
  5. Gomes, V.; R. Rendall; A. Mendes-Ferreira; Reis, Marco; P. Melo-Pinto. "Wine grape quality assessment using hyperspectral imaging – a predictive analytics comparison framework". Paper presented in International Congress on Grapevine and Wine Sciences (ICGWS), 2018.
  6. Rendall, R.; I. Castillo; A. Schmidt; S.-T. Chin; L. Chiang; Reis, Marco. "Window-based feature methods for end-of-batch quality prediction". Paper presented in CHEMPOR 2018, 13th International and Biological Engineering Conference, 2018.
  7. Reis, Marco; Rato, T.J.. "Advanced multi-granularity analytics for industry 4.0". Paper presented in CHEMPOR 2018, 13th International and Biological Engineering Conference, Aveiro, 2018.
    Published
  8. Reis, Marco. "Structured multiblock approaches for high-dimensional predictive modeling". Paper presented in CHEMPOR 2018, 13th International and Biological Engineering Conference, Aveiro, 2018.
    Published
  9. Sansana, J.; Reis, Marco. "Simulation, monitoring and diagnosis of faults and equipment degradation in chemical processes". Paper presented in CHEMPOR 2018, 13th International and Biological Engineering Conference, Aveiro, 2018.
    Published
  10. Strelet, E.; Reis, Marco. "Image-based process monitoring using multiscale and multivariate image analysis: A pilot scale implementation study and results". Paper presented in CHEMPOR 2018, 13th International and Biological Engineering Conference, Aveiro, 2018.
    Published
  11. Reis, Marco; R.S. Kenett. "On the Use of Simulators for Teaching Statistical Methods". Paper presented in ENBIS16 – 16th Annual ENBIS Conference, 2016.
  12. Rato, T.J.; Reis, Marco. "Markovian and Non-Markovian Sensitivity Enhancing Transformations for Process Monitoring". Paper presented in ENBIS16 – 16th Annual ENBIS Conference, 2016.
  13. Reis, Marco. "Big Data in the Industry Sector: Perspectives & Examples". Paper presented in ENBIS15 – 15th Annual ENBIS Conference, 2015.
  14. Rato, T.J.; J. Blue; Reis, Marco; J. Pinaton. "Translation Invariant Multiscale Energy-based PCA (TIME-PCA) for Monitoring Batch Processes in Semiconductor Manufacturing". Paper presented in ENBIS15 – 15th Annual ENBIS Conference, 2015.
  15. Rato, T.J.; Reis, Marco. "Megavariate and Multiscale Monitoring of the Process NETworked Structure: M2NET". Paper presented in ENBIS14 – 14th Annual ENBIS Conference, 2014.
  16. Reis, Marco. "Balancing Interpretation and Prediction Accuracy in Classification and Regression using Local Correlation Information". Paper presented in ENBIS12 – 12th Annual ENBIS Conference, 2012.
  17. Reis, M.; Rato, T.. "Multivariate SPC of dynamic processes using integrated dynamic principal components analysis and missing data methods (DPCA-MD)". 2012.
Conference paper
  1. Vilarinho, Hermilio; Catarina Cubo; Sampaio, Paulo; Saraiva, Pedro; Reis, Marco S.; Nóvoa, Henriqueta; Camanho, Ana. "World State of Quality: a frontier approach to benchmark the performance of countries worldwide". Paper presented in 5th International Conference on Quality Engineering and Management: A Better World with Quality! Quality in the Digital Transformation, ICQEM 2022, Braga, 2022.
    Published
  2. Strelet, Eugeniu; Wang, Zhenyu; Peng, You; Castillo, Ivan; Rendall, Ricardo; Braun, Birgit; Chiang, Leo; Reis, Marco S.. "Continuous assessment of data sources quality for improving the resilience of multisource fusion platforms". 2022.
    10.23919/acc53348.2022.9867510
  3. Dias, Paulo A.N.; Rodrigues, R.J.; Reis, Marco S.. "Efficient experimental protocol for multifactor modeling and wide range prediction of mechanical and dimensional properties of paper". Paper presented in XXV TECNICELPA - International Forest, Pulp and Paper Conference, Web conference, 2021.
    Published
  4. Strelet, E.; Wang, Z.; Peng, Y.; Castillo, I.; Rendall, R.; Braun, B.; Joswiak, M.; Chiang, L.; Reis, M.S.. "Multi-source heterogeneous data fusion for toxin level quantification". 2021.
    10.1016/j.ifacol.2021.08.220
  5. Reis, M.S.; Rato, T.J.. "Platforms for automatic PAT soft sensor development and analysis". 2020.
    10.1016/j.ifacol.2020.12.541
  6. Sansana, J.; Rendall, R.; Wang, Z.; Chiang, L.H.; Reis, M.S.. "Multirate fusion of data sources with different quality". 2020.
    10.1016/j.ifacol.2020.12.120
  7. Yang, W.-T.; J. Blue; A. Roussy; J. Pinaton; Reis, Marco. "Run-to-Run Control Based on Gaussian Bayesian Network in Semiconductor Manufacturing". Paper presented in 19th European Advanced Process Control and Manufacturing Conference (apc|m), 2019.
  8. Yang, W.-T.; Blue, J.; Roussy, A.; Reis, M.S.; Pinaton, J.; J. Blue; A. Roussy; Reis, Marco; J. Pinaton. "Virtual metrology modeling based on Gaussian Bayesian network". Paper presented in 2018 Winter Simulation Conference (WSC 2018), 2019.
    10.1109/WSC.2018.8632485
  9. Cubo, C.; P.M. Saraiva; P. Sampaio; Reis, Marco. "2017 World State of Quality: first worldwide results". Paper presented in Excellence Summit, 2018.
  10. Cubo, C.; P.M. Saraiva; P. Sampaio; Reis, Marco. "World State of Quality 2017: Results of a worldwide approach to measure macroquality". Paper presented in ICQEM 2018 – 3rd International Conference on Quality Engineering and Management, 2018.
  11. Yang, Wei-Ting; Blue, Jakey; Roussy, Agnes; Reis, Marco; Pinaton, Jacques. "Advanced run-to-run controller in semiconductor manufacturing with real-time equipment condition: APC: Advanced process control; AM: Advanced metrology". Paper presented in 29th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC), 2018.
    10.1109/asmc.2018.8373161
  12. Colegrove, B.; Lu, B.; Broadway, M.; Castillo, I.; Chiang, L.; Rendall, R.; Reis, M.S.. "Pellet shape classification using deep neural networks". 2018.
  13. Reis, Marco; B. Palumbo; A. Lepore; R. Rendall; C. Capezza. "On the use of predictive methods for ship fuel consumption analysis from massive on-board operational data". Paper presented in SIS2017 - Statistics and Data Science: New Challenges, New Generations, 2017.
  14. Reis, Marco. "Structured Approaches for High-Dimensional Predictive Modeling". Paper presented in SIS2017 - Statistics and Data Science: New Challenges, New Generations, 2017.
  15. Reis, Marco. "Predictive Modeling with High-Dimensional Industrial Data". Paper presented in JDS 2017 – 49èmes Journées de Statistique, 2017.
  16. Gins, G.; Van Impe, J.; Reis, M.. "M.R.Q.P.: Prediction of final batch quality using a multi-resolution framework". 2016.
  17. Reis, M.. "Inferring system's structure in large scale data-driven modelling". 2015.
  18. Dias, P.A.N.; Dos Reis, M.S.; Martins, P.; Salvador, A.. "Identifying strong statistical bias in the local structure of metabolic networks: The metabolic network of saccharomyces cerevisiae as a test case". 2015.
    10.5220/0005258102070212
  19. Rato, T.; Rendall, R.; Gomes, V.; Chin, S.-T.; Chiang, L.H.; Saraiva, P.; Reis, M.. "An extensive comparison study of batch process monitoring approaches". 2015.
  20. Reis, Marco. "Blood Volume Pulse Peak Detector with a Double Adaptive Threshold". Paper presented in International Conference on Technology and Medical Sciences, 2010.
Conference poster
  1. Vidinha Batista, Daniel; Reis, Marco S.. "Balancing modelling complexity and experimental effort forconducting QbD on lipid nanoparticles (LNPs) systems". Paper presented in 35th European Symposium on Computer Aided Process Engineering(ESCAPE/35), 2025.
  2. Fernandes, Catarina; M.J. Aliaño-González; Reis, Marco S.; Medronho, Bruno; Alves, Luis; Rasteiro, Maria da Graça. "Ternary deep euthectic solvents for the extraction of highly pure lignin from Acacia wood". Paper presented in WCCE11, 2023.
  3. Dias, Paulo A.N.; Rodrigues, Ricardo J.; Reis, Marco S.. "Efficient characterization of fiber orientation distribution across the paper thickness". Paper presented in Ciência 2022 – Science and Technology in Portugal Summit, 2022.
  4. Lordelo, Roberta; Reis, Marco S.; Doutora Rita Susana Branco; Profa. Dra. Paula Maria de Melim Vasconcelos de Vitorino Morais. "Assessing the microbiological efficacy of three scalable decontamination methods as a strategy to address the need for respiratory protective devices during a pandemic". Paper presented in Microbiotec´21, 2021.
  5. Lordelo, Roberta; Reis, Marco S.; Doutora Rita Susana Branco; Profa. Dra. Paula Maria de Melim Vasconcelos de Vitorino Morais. "Evaluation of the Decontamination Effectiveness of Three Processes in Respiratory Protective Devices". Paper presented in Ciência 2021 - Encontro com a Ciência e Tecnologia em Portugal., 2021.
  6. Strelet, Eugeniu; Rendall, R.; Castillo, I.; Lin, H.; Chiang, L.; Reis, Marco. "Image-based feature extraction for EPS monitoring on WWTP bioreactors". Paper presented in FOPAM 2019 - Foundations of Process Analytics and Machine learning 2019, 2019.
  7. Reis, Marco. "Preparation of polyelectrolyte complexes (PEC) from natural biopolymers: a fractional factorial approach". Paper presented in “6th EPNOE International Polysaccharide Conference, 2019.
  8. Reis, Marco; Rato, T.J.. "Advanced multi-granularity analytics for industry 4.0". Paper presented in CHEMPOR 2018, 13th International and Biological Engineering Conference, 2018.
  9. Reis, Marco. "Structured multiblock approaches for high-dimensional predictive modeling". Paper presented in CHEMPOR 2018, 13th International and Biological Engineering Conference, 2018.
  10. Sansana, J.; Reis, Marco. "Simulation, monitoring and diagnosis of faults and equipment degradation in chemical processes". Paper presented in CHEMPOR 2018, 13th International and Biological Engineering Conference, 2018.
  11. Strelet, E.; Reis, Marco. "Image-based process monitoring using multiscale and multivariate image analysis: A pilot scale implementation study and results". Paper presented in CHEMPOR 2018, 13th International and Biological Engineering Conference, 2018.
  12. Lourenço, A.S; Silva, B.M.A.; Silva, C.; Coelho, J.F.J.; Reis, Marco; Simões, S.. "Optimization of Orodispersible Films Manufacture Process Using Retrospective Quality by Design (rQbD)". Paper presented in Congresso XII Spanish-Portuguese Conference on Controlled Drug Delivery, 2018.
  13. Rendall, R.; B. Lu; I. Castillo; S.-T.-Chin; L.H. Chiang; Reis, Marco. "Profile-driven Features for Offline Quality Prediction in Batch Processes". Paper presented in ESCAPE-27, European Symposyum on Computer Aided Process Engineering, 2017.
  14. Rato, T.J.; Reis, Marco. "Improved Fault Diagnosis in Online Process Monitoring of Complex Networked Processes: a Data-Driven Approach". Paper presented in ESCAPE-27, European Symposyum on Computer Aided Process Engineering, 2017.
  15. Reis, Marco. "On the importance of residual analysis in the implementation of PCA and PLS". Paper presented in JMP Discovery Summit, 2017.
  16. Pereira, A.C.; P. M. Rodrigues; J. M. Leça; Reis, Marco; J.C. Marques. "Definitive Screening design applied to the optimization of solid phase microextraction for volatile fatty acids analysis in wines". Paper presented in CAC 2016 - XVI Chemometrics in Analytical Chemistry, 2016.
  17. Pereira, A.C.; P. M. Rodrigues; J. M. Leça; Reis, Marco; J. C. Marques. "Optimization of HS-SPME to quantify Vicinal Ketones in beer based on an optimal design of experiments". Paper presented in CAC 2016 - XVI Chemometrics in Analytical Chemistry,, 2016.
  18. Soares, M.A.R.; Quina, M.J.; Reis, Marco; Quinta-Ferreira, R.M.. "Analysis of a Waste Management Process using Principal Components Analysis and Data Visualization". Paper presented in JMP Discovery Summit, 2016.
  19. Reis, Marco; P.M. Saraiva. "Big Data: what’s there for Six Sigma?". Paper presented in World Quality Forum of the International Academy for Quality, 2015.
  20. Rendall, R.R.; Reis, Marco. "A Comparison Study of Single-Scale and Multiscale Approaches for Data-Driven and Model-Based On-Line Monitoring". Paper presented in CHEMPOR 2014, 12TH INTERNATIONAL CHEMICAL AND BIOLOGICAL ENGINEERING CONFERENCE, 2014.
  21. Moita, R.D.; Gomes, V.M.; Saraiva, P.M.; Reis, Marco. "An Extended Comparative Study of Two- and Three-Way Methodologies for the On-line Monitoring of Batch Processes". Paper presented in ESCAPE-24, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING, 2014.
  22. Reis, Marco. "Large-Scale Statistical Process Control: Should We Use Partial Or Marginal Correlations?". Paper presented in 2013 AICHE ANNUAL MEETING, 2013.
  23. Reis, Marco. "Network-Induced Supervised Learning: Balancing Interpretation and Prediction Ability in Classification and Regression Tasks". Paper presented in 2012 AICHE Annual Meeting, 2012.
  24. Reis, Marco; Rato, T.J.. "Multivariate SPC of Dynamic Processes Using Integrated Dynamic Principal Components Analysis and Missing Data Methods (DPCA-MD)". Paper presented in 2012 AICHE ANNUAL MEETING, 2012.
  25. Rato, T.J.; Reis, Marco. "On the Use of Partial versus Marginal Correlations in SPC". Paper presented in ENBIS12 – 12th Anual ENBIS Conference, 2012.
  26. Almeida, G.M.; Reis, Marco; Park, S.W.. "A Signal Processing Approach for the Fault Detection Problem: Application to the DAMADICS Actuator Benchmark Problem". Paper presented in ESCAPE-22, European Symposyum on Computer Aided Process Engineering, 2012.
  27. Rato, T.J.; Reis, Marco. "A New Data Driven Index for Control Performance Monitoring". Paper presented in ESCAPE-22, European Symposyum on Computer Aided Process Engineering, 2012.
  28. Gomes, V.M.; Saraiva, P.M.; Reis, Marco. "A Comparison Study of Several Multiway Calibration Methodologies". Paper presented in CHEMPOR 2011 – 11th International Chemical and Biological Engineering Conference, 2011.
  29. Rato, T.J.; Reis, Marco. "Fault detection in the Tennessee Eastman Process Using Integrated Dynamic Principal Components Analysis and Missing Data Methods". Paper presented in CHEMPOR 2011 – 11th International Chemical and Biological Engineering Conference, 2011.
  30. Gomes, V.M.; Pereira, A.C.; Saraiva, P.M.; Reis, Marco. "Towards a Systematization of Profile Analysis Methods as a Basis for the Development of Flexible and Generalized Data Analysis Frameworks". Paper presented in ENBIS11 – 11th Annual ENBIS Conference, 2011.
  31. Rato, T.J.; Reis, Marco. "Multivariate SPC of Dynamic Processes: Application of DPCA-MD to the Tennessee Eastman Process". Paper presented in ENBIS11 – 11th Annual ENBIS Conference, 2011.
  32. Baptista, C.M.S.G.; Mendes, T.; Dias, C.; Reis, Marco; Löb, P.. "Multivariate Linear Regression Models for Heterogeneous Liquid-Liquid Reactions in Microstructured Reactors". Paper presented in ENBIS11 – 11th Annual ENBIS Conference, 2011.
  33. Rato, T.J.; Reis, Marco. "Statistical Process Control of Multivariate Systems with Autocorrelation". Paper presented in ESCAPE-21, European Symposyum on Computer Aided Process Engineering, 2011.
  34. Cantarero, S.; Ballesteros, O.; Zafra-Gómez, A.; Navalón, A.; Vílchez, J.L.; Reis, Marco; Saraiva, P.M.; De Ferrer, J.; Verge, C.. "Statistical Study of Soap and LAS in Marine Sediment Samples". Paper presented in VII Colloquium Chemiometricum Mediterraneum, CCM VII, 2010.
  35. Cantarero, S.; Ballesteros, A.; Zafra-Gómez, A.; Navalón, A.; Vílchez, J.L.; Reis, Marco; Saraiva, P.M.; De Ferrer, J.; Verge, C.. "Statistical Study of Soap and LAS in Sewage Sludge Samples". Paper presented in VII Colloquium Chemiometricum Mediterraneum, CCM VII, 2010.
  36. Pereira, A.C.; Reis, Marco; P.M. Saraiva; J.C. Marques. "The implementation of a classification methodology for aged Madeira wine based on volatile profile". Paper presented in Encontro Nacional de Cromatografia, 2009.
  37. Reis, Marco; Pereira, A.C.; Saraiva, P.M.; Marques, J.C.. "Wine Characterization through Multivariate Statistics". Paper presented in ENBIS9 – Ninth Anual ENBIS Conference, 2009.
  38. Pereira, A.C.; Reis, Marco; Câmara, J.S.; Saraiva, P.M.; Marques, J.C.. "Application of Chemometrics Techniques to Identify and Analyze Ageing Patterns in Madeira Wine". Paper presented in 12as Jornadas de Análisis Instrumental, 2008.
  39. Dias, P.A.N.; Reis, Marco; Gil, M.H.; Alves, J.C.. "Development of Semi-Transparent Wood Polymer Composites". Paper presented in CHEMPOR 2008 “10th International Chemical and Biological Engineering Conference”, 2008.
  40. Portugal, P.A.G.; Reis, Marco; Baptista, C.M.S.G.. "Multiobjective Optimization of the Benzene Nitration Process". Paper presented in CHEMPOR 2008 “10th International Chemical and Biological Engineering Conference”, 2008.
  41. Pereira, A.C.; Reis, Marco; Saraiva, P.M.; Marques, J.C.. "Using GC-MS and Multivariate Statistics to Safeguard the Identity of Madeira Wine: a Preliminary Study". Paper presented in CHEMPOR 2008 “10th International Chemical and Biological Engineering Conference”, 2008.
  42. Reis, Marco. "Multivariate Analysis of DNA Microarrays". Paper presented in CHEMPOR 2008 “10th International Chemical and Biological Engineering Conference”, 2008.
  43. Reis, Marco; Saraiva, P.M.. "Flexible Multiscale Data-Driven Modelling". Paper presented in FOCAPO 2008, “FIFTH INTERNATIONAL CONFERENCE ON FOUNDATIONS OF COMPUTER AIDED PROCESS OPERATIONS”, 2008.
  44. Pereira, A.C.; Saraiva, P.M.; Câmara, J.S.; Reis, Marco; Marques, J.C.. "Multivariate Statistical Analysis of Major Volatiles Found in Madeira". Paper presented in 5º Encontro nacional de Cromatografia da SPQ, 2007.
  45. Reis, Marco; Saraiva, P.M.. "Controlo Estatístico Multiescala". Paper presented in 32º Colóquio da Qualidade, 2007.
  46. Reis, Marco; Abreu, C.T.; Heitor, M.J.; Ataíde, J.; Saraiva, P.M.. "A New Procedure for Measuring Diagonal Curl". Paper presented in XX Encontro Nacional da Tecnicelpa, 2007.
  47. Pereira, A.C.; Saraiva, P.M.; Reis, Marco; Marques, J.C.. "Análise da Qualidade do Vinho da Madeira". Paper presented in 32º Colóquio da Qualidade, 2007.
  48. Pereira, A.C.; Pereira, V.; Saraiva, P.M.; Câmara, J.S.; Reis, Marco; Marques, J.C.. "Use Statistical Analysis in the Differentiation of Wines From Madeira and Canary Island". Paper presented in EuroAnalysis 2007, 2007.
  49. Pereira, A.C.; Pereira, V.; Saraiva, P.M.; Câmara, J.S.; Reis, Marco; Marques, J.C.. "Differentiation of Liqueur Wines Based on the Aromatic Profiles". Paper presented in EuroAnalysis 2007, 2007.
  50. Pereira, A.; Reis, Marco; Saraiva, P.M.. "Quality Control of Food Products using Image Analysis and Statistical Tools". Paper presented in Sixth Annual ENBIS Conference Wroclaw (Poland), 2006.
  51. Reis, Marco; Saraiva, P.M.. "Multiscale SPC in the Presence of Multiresolution Data". Paper presented in ESCAPE-16 + PLS’2006, 16TH EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING AND 9TH INTERNATIONAL SYMPOSIUM ON PROCESS SYSTEMS ENGINEERING, 2006.
  52. Reis, Marco; Saraiva, P.M.. "Multivariate and Multiscale Analysis of Paper Surface". Paper presented in CHEMPOR’2005, 9th International Chemical Engineering Conference, 2005.
  53. Reis, Marco; Saraiva, P.M.. "Integrating Data Uncertainty in Multiresolution Analysis". Paper presented in ESCAPE-15, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING, 2005.
  54. Quadros, P.A.; Francisco, P.; Reis, Marco; Baptista, C.M.S.G.; Reis, M.S.. "Multivariate Analysis Applied to the Benzene Nitration Process". Paper presented in 7th World Congress of Chemical Engineering, 2005.
  55. Reis, Marco; Saraiva, P.M.. "Multiscale Statistical Process Control of the Paper Surface". Paper presented in Gordon Research Conference on Statistics in Chemistry and Chemical Engineering, 2005.
  56. Costa, R.; Angélico, D.; Saraiva, P.M.; Reis, Marco; Ataíde, J.; Abreu, C.; Bogas, D.. "Paper Superficial Waviness: Conception of a Statistical Measurement System". Paper presented in CAC-2004 Chemometrics in Analytical Chemistry, 2004.
  57. Reis, Marco; Saraiva, Pedro M.. "Accounting for Measurement Uncertainties in Industrial Data Analysis". Paper presented in ESCAPE-14, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING, 2004.
  58. R.,Telmo; Reis, Marco; Saraiva, Pedro M.; Gonçalves, P.; Henriques, A.. "PVC Quality Monitoring Through Statistical Reasoning". Paper presented in 3rd Annual Meeting of ENBIS and ISIS3, 2003.
  59. Reis, Marco; Saraiva, Pedro M.. "Multiscale Latent Variable Analysis of Industrial Data". Paper presented in PROCESS SYSTEMS ENGINERRING 2003, 2003.
  60. Reis, Marco; Pedro M. Saraiva. "A Structured Approach for Reducing Paper Curl: Modelling Strategies and Simulation Results". Paper presented in CHEMPOR’2001 - 8th International Chemical Engineering Conference, 2001.
  61. Reis, Marco; Saraiva, P.M.. "Aplicação de Metodologias Multiescala na Melhoria de Processos Através da Filtragem, Interpretação e Compressão de Dados Operatórios". Paper presented in 1º Congresso Nacional da Qualidade, 2000.
Edited book
  1. Reis, Marco, ed. ENBIS Conference Proceedings. 2019.
  2. Reis, Marco, ed. ENBIS Conference Proceedings. 2018.
  3. Reis, Marco, ed. ENBIS Conference Proceedings. 2017.
  4. Reis, Marco, ed. ENBIS Conference Proceedings. 2016.
  5. Reis, Marco, ed. ENBIS Conference Proceedings. 2015.
Journal article
  1. Rúben Gariso; João P.L. Coutinho; Tiago J. Rato; Marco S. Reis. "A comparative analysis of deep learning and chemometric approaches for spectral data modeling". Analytica Chimica Acta (2025): https://doi.org/10.1016/j.aca.2025.343766.
    10.1016/j.aca.2025.343766
  2. Eugeniu Strelet; Zhenyu Wang; You Peng; Ivan Castillo; Ricardo Rendall; Marco S. Reis. "Regularized Bayesian Fusion for Multimodal Data Integration in Industrial Processes". Industrial & Engineering Chemistry Research (2024): https://doi.org/10.1021/acs.iecr.4c02956.
    10.1021/acs.iecr.4c02956
  3. Joel Sansana; Ricardo Rendall; Ivan Castillo; Leo Chiang; Marco S. Reis. "Hybrid modeling for improved extrapolation and transfer learning in the chemical processing industry". Chemical Engineering Science (2024): https://doi.org/10.1016/j.ces.2024.120568.
    10.1016/j.ces.2024.120568
  4. Paulo A. N. Dias; Ricardo Rodrigues; Marco S. Reis. "Experimental Assessment of Paper Formation Conditions and Structural Two-Sidedness and Their Impacts on Curl Phenomena". Processes (2024): https://doi.org/10.3390/pr12071536.
    10.3390/pr12071536
  5. Joel Sansana; Ricardo Rendall; Ivan Castillo; Luc de Bruijne; Jonathan Huggins; Ailene Phillips; Marco S. Reis. "Hybrid Approach for Advanced Monitoring and Forecasting of Fouling with Application to an Ethylene Oxide Plant". Industrial & Engineering Chemistry Research (2024): https://doi.org/10.1021/acs.iecr.4c00298.
    10.1021/acs.iecr.4c00298
  6. Espírito Santo, Joana; Ladeirinha, Ana; Alarcão, Ana; Strelet, Eugeniu; Reis, Marco; Santos, Rui; Carvalho, Lina. "Preoperative Locoregional Therapy May Relate with Stemness and Distinct Transitions Between Epithelial and Mesenchymal States in Hepatocellular Carcinoma". Journal of Clinical and Experimental Hepatology 14 1 (2024): 101268. http://dx.doi.org/10.1016/j.jceh.2023.08.004.
    10.1016/j.jceh.2023.08.004
  7. Tiago J. Rato; Marco S. Reis. "Real-time risk assessment and surveillance for early prediction of unplanned shutdown events". Chemical Engineering Science (2023): https://doi.org/10.1016/j.ces.2023.119364.
    10.1016/j.ces.2023.119364
  8. Strelet, Eugeniu; Peng, You; Castillo, Ivan; Rendall, Ricardo; Wang, Zhenyu; Joswiak, Mark; Braun, Birgit; Chiang, Leo; Reis, Marco S.. "Multi-source and multimodal data fusion for improved management of a wastewater treatment plant". Journal of Environmental Chemical Engineering 11 6 (2023): 111530. http://dx.doi.org/10.1016/j.jece.2023.111530.
    10.1016/j.jece.2023.111530
  9. Sansana, Joel; Rendall, Ricardo; Joswiak, Mark N.; Castillo, Ivan; Miller, Gloria; Chiang, Leo H.; Reis, Marco S.. "A functional data-driven approach to monitor and analyze equipment degradation in multiproduct batch processes". Process Safety and Environmental Protection 180 (2023): 868-882. http://dx.doi.org/10.1016/j.psep.2023.10.041.
    10.1016/j.psep.2023.10.041
  10. Espírito Santo, Joana; Ladeirinha, Ana; Alarcão, Ana; Strelet, Eugeniu; Reis, Marco; Santos, Rui; Carvalho, Lina. "Hepatocellular carcinoma: tumor heterogeneity and recurrence after preoperative locoregional therapy". Medical Oncology 40 12 (2023): http://dx.doi.org/10.1007/s12032-023-02208-1.
    10.1007/s12032-023-02208-1
  11. Eugeniu Strelet; Maria G.B.V. Rasteiro; Pedro M.G.A.M. Faia; Marco S. Reis. "A new process analytical technology soft sensor based on electrical tomography for real-time monitoring of multiphase systems". Analytica Chimica Acta (2023): https://doi.org/10.1016/j.aca.2023.341601.
    10.1016/j.aca.2023.341601
  12. Marco S. Reis; Tiago J. Rato. "Hybrid modelling through latent differential-regression analysis (LDRA) for predicting long-term equipment degradation in the chemical process industry". Chemical Engineering Science (2023): https://doi.org/10.1016/j.ces.2023.118902.
    10.1016/j.ces.2023.118902
  13. Sérgio Branco; Ertugrul Dogruluk; João Carvalho; Marco S. Reis; Jorge Cabral. "Persistence Landscapes—Implementing a Dataset Verification Method in Resource-Scarce Embedded Systems". Computers (2023): https://www.mdpi.com/2073-431X/12/6/110.
    10.3390/computers12060110
  14. João P.L. Coutinho; Lino O. Santos; Marco S. Reis. "Bayesian Optimization for automatic tuning of digital multi-loop PID controllers". Computers & Chemical Engineering (2023): https://doi.org/10.1016/j.compchemeng.2023.108211.
    10.1016/j.compchemeng.2023.108211
  15. Paulo A.N. Dias; Ricardo J. Rodrigues; Marco S. Reis. "Fast characterization of in-plane fiber orientation at the surface of paper sheets through image analysis". Chemometrics and Intelligent Laboratory Systems (2023): https://doi.org/10.1016/j.chemolab.2023.104761.
    10.1016/j.chemolab.2023.104761
  16. Paredes, Rodrigo; Rato, Tiago J.; Reis, Marco S.. "Causal network inference and functional decomposition for decentralized statistical process monitoring: Detection and diagnosis". Chemical Engineering Science 267 (2023): 118338. http://dx.doi.org/10.1016/j.ces.2022.118338.
    10.1016/j.ces.2022.118338
  17. Coutinho, João P.L.; Reis, Marco S.; Neves, Diogo Filipe Martins Gonçalves; Bernardo, Fernando P.. "Robust optimization and data-driven modeling of tissue paper packing considering cargo deformation". Computers & Industrial Engineering 175 (2023): 108898. http://dx.doi.org/10.1016/j.cie.2022.108898.
    10.1016/j.cie.2022.108898
  18. Marco S. Reis; Eugeniu Strelet; Joel Sansana; Margarida J. Quina; Licínio M. Gando-Ferreira; Tiago J. Rato. "A Federated Classification Approach of Waste Lubricant Oils in Geographically Distributed Laboratories". Industrial & Engineering Chemistry Research (2022): https://doi.org/10.1021/acs.iecr.2c02293.
    10.1021/acs.iecr.2c02293
  19. Natércia C.P. Fernandes; Tiago J. Rato; Marco S. Reis. "Modeling in the observable or latent space? A comparison of dynamic latent variable based monitoring methods for sensor fault detection". Chemometrics and Intelligent Laboratory Systems (2022): https://doi.org/10.1016/j.chemolab.2022.104684.
    10.1016/j.chemolab.2022.104684
  20. Yang, Wei-Ting; Reis, Marco S.; Borodin, Valeria; Juge, Michel; Roussy, Agnès. "An interpretable unsupervised Bayesian network model for fault detection and diagnosis". Control Engineering Practice 127 (2022): 105304. http://dx.doi.org/10.1016/j.conengprac.2022.105304.
    10.1016/j.conengprac.2022.105304
  21. Marco S. Reis; Nikolaus Haselgruber. "Foreword to the Special Issue on “Data Science in Process Industries”". Applied Stochastic Models in Business and Industry (2022): https://doi.org/10.1002/asmb.2715.
    10.1002/asmb.2715
  22. Luciana I.N. Tomé; Marco S. Reis; Hermínio C. de Sousa; Mara E.M. Braga. "Chitosan-xanthan gum PEC-based aerogels: A chemically stable PEC in scCO2". Materials Chemistry and Physics (2022): https://doi.org/10.1016/j.matchemphys.2022.126294.
    10.1016/j.matchemphys.2022.126294
  23. Duarte, Belmiro P. M.; Atkinson, Anthony C.; Singh, Satya P.; Reis, Marco S.. "Optimal design of experiments for hypothesis testing on ordered treatments via intersection-union tests". Statistical Papers 64 2 (2022): 587-615. http://dx.doi.org/10.1007/s00362-022-01334-8.
    10.1007/s00362-022-01334-8
  24. Santos, Joel; Reis, Marco S.; Leão, Afonso. "From heated discussions to enlightened debates - Bringing the Bayesian perspective to the archaeological arena". Social Science Research Network (2022):
    Published
  25. Roberta Lordelo; José Rafael S. Botelho; Paula V. Morais; Hermínio C. de Sousa; Rita Branco; Ana M. A. Dias; Marco S. Reis. "Evaluation of the Microbiological Effectiveness of Three Accessible Mask Decontamination Methods and Their Impact on Filtration, Air Permeability and Physicochemical Properties". International Journal of Environmental Research and Public Health (2022): https://doi.org/10.3390/ijerph19116567.
    10.3390/ijerph19116567
  26. Tiago Dias; Rodolfo Oliveira; Pedro M. Saraiva; Marco S. Reis. "Linear and Non-Linear Soft Sensors for Predicting the Research Octane Number (RON) through Integrated Synchronization, Resolution Selection and Modelling". Sensors 22 10 (2022): 3734-3734. https://doi.org/10.3390/s22103734.
    10.3390/s22103734
  27. Sérgio Branco; João G. Carvalho; Marco S. Reis; Nuno V. Lopes; Jorge Cabral. "0-Dimensional Persistent Homology Analysis Implementation in Resource-Scarce Embedded Systems". Sensors 22 10 (2022): 3657-3657. https://doi.org/10.3390/s22103657.
    10.3390/s22103657
  28. Reis, Marco S.; Jiang, Benben. "Predicting the lifetime of Lithium–Ion batteries: Integrated feature extraction and modeling through sequential Unsupervised-Supervised Projections (USP)". Chemical Engineering Science 252 (2022): 117510. http://dx.doi.org/10.1016/j.ces.2022.117510.
    10.1016/j.ces.2022.117510
  29. Reis, Marco S.; Saraiva, Pedro M.. "Data-Driven Process System Engineering–Contributions to its consolidation following the path laid down by George Stephanopoulos". Computers & Chemical Engineering 159 (2022): 107675. http://dx.doi.org/10.1016/j.compchemeng.2022.107675.
    10.1016/j.compchemeng.2022.107675
  30. Catarina Barbosa; Elsa Ramalhosa; Isabel Vasconcelos; Marco Reis; Ana Mendes-Ferreira. "Machine Learning Techniques Disclose the Combined Effect of Fermentation Conditions on Yeast Mixed-Culture Dynamics and Wine Quality". Microorganisms (2022): https://doi.org/10.3390/microorganisms10010107.
    10.3390/microorganisms10010107
  31. A. Sancho; J.C. Ribeiro; M.S. Reis; F.G. Martins. "Cluster analysis of crude oils with k-means based on their physicochemical properties". Computers & Chemical Engineering 157 (2022): 107633-107633. https://doi.org/10.1016%2Fj.compchemeng.2021.107633.
    10.1016/j.compchemeng.2021.107633
  32. Véronique Gomes; Ricardo Rendall; Marco Seabra Reis; Ana Mendes-Ferreira; Pedro Melo-Pinto. "Determination of Sugar, pH, and Anthocyanin Contents in Port Wine Grape Berries through Hyperspectral Imaging: An Extensive Comparison of Linear and Non-Linear Predictive Methods". Applied Sciences (2021): https://doi.org/10.3390/app112110319.
    10.3390/app112110319
  33. Marco S. Reis; Furong Gao. "Special Issue “Advanced Process Monitoring for Industry 4.0”". Processes (2021): https://doi.org/10.3390/pr9081432.
    10.3390/pr9081432
  34. Tiago Dias; Rodolfo Oliveira; Pedro Saraiva; Marco S. Reis. "Forecasting the research octane number in a Continuous Catalyst Regeneration (CCR) reformer". Quality and Reliability Engineering International (2021): https://doi.org/10.1002/qre.2968.
    10.1002/qre.2968
  35. Joel Sansana; Mark N. Joswiak; Ivan Castillo; Zhenyu Wang; Ricardo Rendall; Leo H. Chiang; Marco S. Reis. "Recent trends on hybrid modeling for Industry 4.0". Computers & Chemical Engineering 151 (2021): 107365-107365. https://doi.org/10.1016/j.compchemeng.2021.107365.
    10.1016/j.compchemeng.2021.107365
  36. Véronique Gomes; Marco S. Reis; Francisco Rovira-Más; Ana Mendes-Ferreira; Pedro Melo-Pinto. "Prediction of Sugar Content in Port Wine Vintage Grapes Using Machine Learning and Hyperspectral Imaging". Processes 9 7 (2021): 1241-1241. https://doi.org/10.3390/pr9071241.
    10.3390/pr9071241
  37. Daniela C.M. de Souza; Luís Cabrita; Cláudia F. Galinha; Tiago J. Rato; Marco S. Reis. "A Spectral AutoML approach for industrial soft sensor development: Validation in an oil refinery plant". Computers & Chemical Engineering 150 (2021): 107324-107324. https://doi.org/10.1016/j.compchemeng.2021.107324.
    10.1016/j.compchemeng.2021.107324
  38. Annapia Soccio; Jardel P. Barbosa; Marco S. Reis. "A scalable approach for the efficient segmentation of hyperspectral images". Chemometrics and Intelligent Laboratory Systems 213 (2021): 104314-104314. https://doi.org/10.1016/j.chemolab.2021.104314.
    10.1016/j.chemolab.2021.104314
  39. Marco S. Reis; Ricardo Rendall; Tiago J. Rato; Cristina Martins; Pedro Delgado. "Improving the Sensitivity of Statistical Process Monitoring of Manifolds Embedded in High-Dimensional Spaces: the truncated-Q Statistic". Chemometrics and Intelligent Laboratory Systems (2021): https://doi.org/10.1016/j.chemolab.2021.104369.
    10.1016/j.chemolab.2021.104369
  40. de Souza, D.C.M.; Cabrita, L.; Galinha, C.F.; Reis, M.S.. "PAT soft sensors for wide range prediction of key properties of diesel fuels and blending components for the oil industry". Computers and Chemical Engineering 153 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85111128600&partnerID=MN8TOARS.
    10.1016/j.compchemeng.2021.107449
  41. Reis, M.S.; Saraiva, P.M.. "Data-centric process systems engineering: A push towards PSE 4.0". Computers and Chemical Engineering 155 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85116290276&partnerID=MN8TOARS.
    10.1016/j.compchemeng.2021.107529
  42. de Fátima Martins, Maria; Honório-Ferreira, Ana; S. Reis, Marco; Cortez-Vaz, Catarina; Gonçalves, Carlos Alberto. "Sialic acids expression in newborn rat lungs: implications for pulmonary developmental biology". Acta Histochemica 122 8 (2020): 151626. http://dx.doi.org/10.1016/j.acthis.2020.151626.
    10.1016/j.acthis.2020.151626
  43. Rato, Tiago J.; Neves, Diogo M.G.; Antunes, Anabela; Reis, Marco S.. "A systematic PAT Soft Sensor screening and development methodology applied to the prediction of free fatty acids in industrial biodiesel production". Fuel 282 (2020): 118800. http://dx.doi.org/10.1016/j.fuel.2020.118800.
    10.1016/j.fuel.2020.118800
  44. Tiago J. Rato; Pedro Delgado; Cristina Martins; Marco S. Reis. "First Principles Statistical Process Monitoring of High-Dimensional Industrial Microelectronics Assembly Processes". Processes 8 11 (2020): 1520-1520. https://doi.org/10.3390/pr8111520.
    10.3390/pr8111520
  45. Castillo, Enrique del; Reis, Marco S.. "Bayesian predictive optimization of multiple and profile response systems in the process industry: A review and extensions". Chemometrics and Intelligent Laboratory Systems 206 (2020): 104121. http://dx.doi.org/10.1016/j.chemolab.2020.104121.
    10.1016/j.chemolab.2020.104121
  46. Tiago J. Rato; Marco S. Reis. "An integrated multiresolution framework for quality prediction and process monitoring in batch processes". Journal of Manufacturing Systems 57 (2020): 198-216. https://doi.org/10.1016/j.jmsy.2020.09.007.
    10.1016/j.jmsy.2020.09.007
  47. Yang, Wei-Ting; Blue, Jakey; Roussy, Agnès; Pinaton, Jacques; Reis, Marco S.. "A physics-informed Run-to-Run control framework for semiconductor manufacturing". Expert Systems with Applications 155 (2020): 113424. http://dx.doi.org/10.1016/j.eswa.2020.113424.
    10.1016/j.eswa.2020.113424
  48. Correia, António A. S.; Lopes, Luis; Reis, Marco S.. "Advanced Predictive Modelling applied to the Chemical Stabilization of Soft Soils". Proceedings of the Institution of Civil Engineers - Geotechnical Engineering (2020): 1-33. http://dx.doi.org/10.1680/jgeen.19.00295.
    10.1680/jgeen.19.00295
  49. Dias, Tiago; Oliveira, Rodolfo; Saraiva, Pedro; Reis, Marco S.. "Predictive analytics in the petrochemical industry: Research Octane Number (RON) forecasting and analysis in an industrial catalytic reforming unit". Computers & Chemical Engineering 139 (2020): 106912. http://dx.doi.org/10.1016/j.compchemeng.2020.106912.
    10.1016/j.compchemeng.2020.106912
  50. Vieira, Ana C.; Pereira, Ana C.; Marques, José C.; Reis, Marco S.. "Multi-target optimization of solid phase microextraction to analyse key flavour compounds in wort and beer". Food Chemistry 317 (2020): 126466. http://dx.doi.org/10.1016/j.foodchem.2020.126466.
    10.1016/j.foodchem.2020.126466
  51. Maria de Fátima Martins; Marco S. Freitas; Ana Honório-Ferreira; Carlos Alberto Gonçalves. "Presence of N-acetylneuraminic acid in the lung during postnatal development". European Journal of Histochemistry (2020): https://doi.org/10.4081/ejh.2020.3124.
    10.4081/ejh.2020.3124
  52. Marco S. Reis. "Discussion of “Industrial statistics and manifold data”". Quality Engineering (2020): https://doi.org/10.1080/08982112.2019.1683196.
    10.1080/08982112.2019.1683196
  53. Campos, Maria P.; Reis, Marco S.. "Data preprocessing for multiblock modelling – A systematization with new methods". Chemometrics and Intelligent Laboratory Systems 199 (2020): 103959. http://dx.doi.org/10.1016/j.chemolab.2020.103959.
    10.1016/j.chemolab.2020.103959
  54. Anita Lourenço; Marco S. Reis; Julien Arnold; Maria Graca Rasteiro. "Data-Driven Modelling of the Complex Interaction between Flocculant Properties and Floc Size and Structure". Processes (2020): https://doi.org/10.3390/pr8030349.
    10.3390/pr8030349
  55. Grangeia, Helena Bigares; Silva, Cláudia; Simões, Sérgio Paulo; Reis, Marco S.. "Quality by design in pharmaceutical manufacturing: A systematic review of current status, challenges and future perspectives". European Journal of Pharmaceutics and Biopharmaceutics 147 (2020): 19-37. http://dx.doi.org/10.1016/j.ejpb.2019.12.007.
    10.1016/j.ejpb.2019.12.007
  56. Joel Sansana; Ricardo Rendall; Zhenyu Wang; Leo H. Chiang; Marco S. Reis. "Sensor Fusion with Irregular Sampling and Varying Measurement Delays". Industrial & Engineering Chemistry Research (2020): https://doi.org/10.1021/acs.iecr.9b05105.
    10.1021/acs.iecr.9b05105
  57. Rato, Tiago J.; Reis, Marco S.. "Optimal fusion of industrial data streams with different granularities". Computers & Chemical Engineering 130 (2019): 106564. http://dx.doi.org/10.1016/j.compchemeng.2019.106564.
    10.1016/j.compchemeng.2019.106564
  58. Marco S. Reis; Geert Gins; Tiago J. Rato. "Incorporation of process-specific structure in statistical process monitoring: A review". Journal of Quality Technology 51 4 (2019): 407-421. https://doi.org/10.1080/00224065.2019.1569954.
    10.1080/00224065.2019.1569954
  59. Natércia C. P. Fernandes; Andrey Romanenko; Marco S. Reis. "Mechanistic Modeling and Simulation for Process Data Generation". Industrial & Engineering Chemistry Research (2019): https://doi.org/10.1021/acs.iecr.9b01752.
    10.1021/acs.iecr.9b01752
  60. Tiago J. Rato; Marco S. Reis. "SS-DAC: A systematic framework for selecting the best modeling approach and pre-processing for spectroscopic data". Computers & Chemical Engineering 128 (2019): 437-449. https://doi.org/10.1016/j.compchemeng.2019.05.036.
    10.1016/j.compchemeng.2019.05.036
  61. Marco S. Reis; Ricardo Rendall; Biagio Palumbo; Antonio Lepore; Christian Capezza. "Predicting ships' CO 2 emissions using feature-oriented methods". Applied Stochastic Models in Business and Industry (2019): https://doi.org/10.1002/asmb.2477.
    10.1002/asmb.2477
  62. Reis, Marco S.. "Discussion: Process data streams aggregation versus product samples aggregation". Journal of Quality Technology 53 1 (2019): 33-37. http://dx.doi.org/10.1080/00224065.2019.1611357.
    10.1080/00224065.2019.1611357
  63. Ricardo Rendall; Leo H. Chiang; Marco S. Reis. "Data-driven methods for batch data analysis – A critical overview and mapping on the complexity scale". Computers & Chemical Engineering 124 (2019): 1-13. https://doi.org/10.1016/j.compchemeng.2019.01.014.
    10.1016/j.compchemeng.2019.01.014
  64. Marco S. Reis; Ana C. Pereira; João M. Leça; Pedro M. Rodrigues; José C. Marques. "Multiresponse and multiobjective latent variable optimization of modern analytical instrumentation for the quantification of chemically related families of compounds: Case study—Solid-phase microextraction (SPME) applied to the quantification of analytes with impact on wine aroma". Journal of Chemometrics (2019): e3103-e3103. https://doi.org/10.1002/cem.3103.
    10.1002/cem.3103
  65. Rato, Tiago J.; Reis, Marco S.. "Multiresolution interval partial least squares: A framework for waveband selection and resolution optimization". Chemometrics and Intelligent Laboratory Systems 186 (2019): 41-54. http://dx.doi.org/10.1016/j.chemolab.2019.02.002.
    10.1016/j.chemolab.2019.02.002
  66. Catarina Cubo; Pedro Saraiva; Paulo Sampaio; Marco Reis. "2017 world state of quality: first worldwide results". Total Quality Management & Business Excellence (2019): https://doi.org/10.1080/14783363.2019.1575722.
    10.1080/14783363.2019.1575722
  67. Ricardo Rendall; Ivan Castillo; Alix Schmidt; Swee-Teng Chin; Leo H. Chiang; Marco Reis. "Wide spectrum feature selection (WiSe) for regression model building". Computers & Chemical Engineering 121 (2019): 99-110. https://doi.org/10.1016/j.compchemeng.2018.10.005.
    10.1016/j.compchemeng.2018.10.005
  68. Catarina P. Santos; Tiago J. Rato; Marco S. Reis. "Design of Experiments: A comparison study from the non-expert user's perspective". Journal of Chemometrics (2019): e3087-e3087. https://doi.org/10.1002/cem.3087.
    10.1002/cem.3087
  69. Marco S. Reis. "Multiscale and Multi-Granularity Process Analytics: A Review". Processes (2019): http://www.mdpi.com/2227-9717/7/2/61.
    10.3390/pr7020061
  70. Wei-Ting Yang; Jakey Blue; Agnes Roussy; Jacques Pinaton; Marco S. Reis. "A Structure Data-Driven Framework for Virtual Metrology Modeling". IEEE Transactions on Automation Science and Engineering (2019): https://doi.org/10.1109/TASE.2019.2941047.
    10.1109/TASE.2019.2941047
  71. Marco S. Reis; Ron Kenett. "Assessing the value of information of data-centric activities in the chemical processing industry 4.0". AIChE Journal (2018): https://doi.org/10.1002/aic.16203.
    10.1002/aic.16203
  72. Tiago J. Rato; Marco S. Reis. "Optimal selection of time resolution for batch data analysis. Part I: Predictive modeling". AIChE Journal 64 11 (2018): 3923-3933. https://doi.org/10.1002/aic.16361.
    10.1002/aic.16361
  73. Ricardo Rendall; Marco S. Reis. "Which regression method to use? Making informed decisions in “data-rich/knowledge poor” scenarios – The Predictive Analytics Comparison framework (PAC)". Chemometrics and Intelligent Laboratory Systems 181 (2018): 52-63. https://doi.org/10.1016/j.chemolab.2018.08.004.
    10.1016/j.chemolab.2018.08.004
  74. Ricardo Rendall; Ivan Castillo; Bo Lu; Brenda Colegrove; Michael Broadway; Leo H. Chiang; Marco S. Reis. "Image-based manufacturing analytics: Improving the accuracy of an industrial pellet classification system using deep neural networks". Chemometrics and Intelligent Laboratory Systems 180 (2018): 26-35. https://doi.org/10.1016/j.chemolab.2018.07.001.
    10.1016/j.chemolab.2018.07.001
  75. Tiago J. Rato; Marco S. Reis. "Building Optimal Multiresolution Soft Sensors for Continuous Processes". Industrial & Engineering Chemistry Research (2018): https://doi.org/10.1021/acs.iecr.7b04623.
    10.1021/acs.iecr.7b04623
  76. Maria P. Campos; Ricardo Sousa; Marco S. Reis. "Establishing the optimal blocks' order in SO-PLS: Stepwise SO-PLS and alternative formulations". Journal of Chemometrics (2018): e3032-e3032. https://doi.org/10.1002/cem.3032.
    10.1002/cem.3032
  77. Ana C. Pereira; Marco S. Reis; João M. Leça; Pedro M. Rodrigues; José C. Marques. "Definitive Screening Designs and latent variable modelling for the optimization of solid phase microextraction (SPME): Case study - Quantification of volatile fatty acids in wines". Chemometrics and Intelligent Laboratory Systems 179 (2018): 73-81. https://doi.org/10.1016/j.chemolab.2018.06.010.
    10.1016/j.chemolab.2018.06.010
  78. Tiago J. Rato; Ricardo Rendall; Veronique Gomes; Pedro M. Saraiva; Marco S. Reis. "A Systematic Methodology for Comparing Batch Process Monitoring Methods: Part II—Assessing Detection Speed". Industrial & Engineering Chemistry Research (2018): https://doi.org/10.1021/acs.iecr.7b04911.
    10.1021/acs.iecr.7b04911
  79. Pedro Saraiva; Paulo Sampaio; Catarina Cubo; Marco Reis. "Macroquality measurement: world state of quality and European quality scoreboard approaches and results". Total Quality Management & Business Excellence (2018): https://doi.org/10.1080/14783363.2018.1461012.
    10.1080/14783363.2018.1461012
  80. Gins, Geert; Van Impe, Jan F.M.; Reis, Marco S.. "Finding the optimal time resolution for batch-end quality prediction: MRQP – A framework for multi-resolution quality prediction". Chemometrics and Intelligent Laboratory Systems 172 (2018): 150-158. http://dx.doi.org/10.1016/j.chemolab.2017.12.006.
    10.1016/j.chemolab.2017.12.006
  81. Reis, Marco. "Incorporating Systems Structure in Data-Driven High-Dimensional Predictive Modeling". Computer Aided Chemical Engineering (2018):
    10.1016/B978-0-444-64235-6.50182-0
  82. Reis, Marco. "Distribution models for nitrophenols in a liquid-liquid system". Chemical Engineering Science (2018):
    10.1016/j.ces.2018.04.056
  83. Reis, Marco; Sampaio, Paulo; Saraiva, Pedro; Cubo, Catarina; Reis, Marco; Sampaio, P.; Saraiva, P.; Cubo, C.; Reis, M.. "From another quality dimension". Quality Progress 51 12 (2018): 50-57. http://www.scopus.com/inward/record.url?eid=2-s2.0-85057764476&partnerID=MN8TOARS.
    Published
  84. Reis, Marco S.; Reis, Marco. "A Systematic Framework for Assessing the Quality of Information in Data-Driven Applications for the Industry 4.0". IFAC-PapersOnLine 51 18 (2018): 43-48. http://dx.doi.org/10.1016/j.ifacol.2018.09.244.
    10.1016/j.ifacol.2018.09.244
  85. Reis, Marco S.; Rato, Tiago J.; Reis, Marco; Tiago J. Rato. "Multiresolution Analytics for Large Scale Industrial Processes". IFAC-PapersOnLine 51 18 (2018): 464-469. http://dx.doi.org/10.1016/j.ifacol.2018.09.381.
    10.1016/j.ifacol.2018.09.381
  86. Pinheiro, C.T.; Ascensão, V.R.; Reis, M.S.; Quina, M.J.; Gando-Ferreira, L.M.. "A data-driven approach for the study of coagulation phenomena in waste lubricant oils and its relevance in alkaline regeneration treatments". Science of The Total Environment 599-600 (2017): 2054-2064. http://dx.doi.org/10.1016/j.scitotenv.2017.05.124.
    10.1016/j.scitotenv.2017.05.124
  87. Antonio Lepore; Marco Seabra dos Reis; Biagio Palumbo; Ricardo Rendall; Christian Capezza. "A comparison of advanced regression techniques for predicting ship CO2 emissions". Quality and Reliability Engineering International (2017): https://doi.org/10.1002/qre.2171.
    10.1002/qre.2171
  88. Marco Reis; Ron S. Kenett. "A structured overview on the use of computational simulators for teaching statistical methods". Quality Engineering (2017): 1-15. https://doi.org/10.1080/08982112.2016.1272122.
    10.1080/08982112.2016.1272122
  89. Ricardo Rendall; Bo Lu; Ivan Castillo; Swee-Teng Chin; Leo H. Chiang; Marco S. Reis. "A Unifying and Integrated Framework for Feature Oriented Analysis of Batch Processes". Industrial & Engineering Chemistry Research 56 30 (2017): 8590-8605. https://doi.org/10.1021/acs.iecr.6b04553.
    10.1021/acs.iecr.6b04553
  90. Silva, Branca M.A.; Vicente, Sílvia; Cunha, Sofia; Coelho, Jorge F.J.; Silva, Cláudia; Reis, Marco Seabra; Simões, Sérgio. "Retrospective Quality by Design (rQbD) applied to the optimization of orodispersible films". International Journal of Pharmaceutics 528 1-2 (2017): 655-663. http://dx.doi.org/10.1016/j.ijpharm.2017.06.054.
    10.1016/j.ijpharm.2017.06.054
  91. Campos, Maria P.; Sousa, Ricardo; Pereira, Ana C.; Reis, Marco S.. "Advanced predictive methods for wine age prediction: Part II – A comparison study of multiblock regression approaches". Talanta 171 (2017): 132-142. http://dx.doi.org/10.1016/j.talanta.2017.04.064.
    10.1016/j.talanta.2017.04.064
  92. Rendall, Ricardo; Pereira, Ana Cristina; Reis, Marco S.. "Advanced predictive methods for wine age prediction: Part I – A comparison study of single-block regression approaches based on variable selection, penalized regression, latent variables and tree-based ensemble methods". Talanta 171 (2017): 341-350. http://dx.doi.org/10.1016/j.talanta.2016.10.062.
    10.1016/j.talanta.2016.10.062
  93. Reis, Marco; Gins, Geert. "Industrial Process Monitoring in the Big Data/Industry 4.0 Era: from Detection, to Diagnosis, to Prognosis". Processes 5 4 (2017): 35. http://dx.doi.org/10.3390/pr5030035.
    10.3390/pr5030035
  94. Rato, Tiago J.; Reis, Marco S.. "Markovian and Non-Markovian sensitivity enhancing transformations for process monitoring". Chemical Engineering Science 163 (2017): 223-233. http://dx.doi.org/10.1016/j.ces.2017.01.047.
    10.1016/j.ces.2017.01.047
  95. Tiago J. Rato; Marco S. Reis; Rato, Tiago J.; Reis, Marco S.. "Multiresolution Soft Sensors: A New Class of Model Structures for Handling Multiresolution Data". Industrial & Engineering Chemistry Research 56 13 (2017): 3640-3654. https://doi.org/10.1021/acs.iecr.6b04349.
    10.1021/acs.iecr.6b04349
  96. Rato, Tiago J.; Blue, Jakey; Pinaton, Jacques; Reis, Marco S.. "Translation-Invariant Multiscale Energy-Based PCA for Monitoring Batch Processes in Semiconductor Manufacturing". IEEE Transactions on Automation Science and Engineering 14 2 (2017): 894-904. http://dx.doi.org/10.1109/tase.2016.2545744.
    10.1109/tase.2016.2545744
  97. Fernández-Ramos, C.; Rodríguez-Gómez, R.; Reis, M.S.; Zafra-Gómez, A.; Verge, C.; de Ferrer, J.A.; Pérez-Pascual, M.; Vílchez, J.L.. "Sorption, degradation and transport phenomena of alcohol ethoxysulfates in agricultural soils. Laboratory studies". Chemosphere 171 (2017): 661-670. http://dx.doi.org/10.1016/j.chemosphere.2016.12.091.
    10.1016/j.chemosphere.2016.12.091
  98. Soares, Micaela A.R.; Quina, Margarida J.; Reis, Marco S.; Quinta-Ferreira, Rosa. "Assessment of co-composting process with high load of an inorganic industrial waste". Waste Management 59 (2017): 80-89. http://dx.doi.org/10.1016/j.wasman.2016.09.044.
    10.1016/j.wasman.2016.09.044
  99. Lopes, A.; A. Ribeiro; Reis, Marco; D.C.M. Silva; I. Portugal; C.M.S.G. Baptista. "Modelling the Distribution of Nitrophenols in a Liquid-Liquid System Representative of an Industrial Nitration Process". Chemical Engineering Transactions 57 (2017): 1033-1038.
  100. Lopes, A.L.C.V.; Ribeiro, A.F.G.; Reis, M.S.; Silva, D.C.M.; Portugal, I.; Baptista, C.M.S.G.. "Modelling the distribution of nitrophenols in a liquid-liquid system representative of an industrial nitration process". Chemical Engineering Transactions 57 (2017): 1033-1038. http://www.scopus.com/inward/record.url?eid=2-s2.0-85021637462&partnerID=MN8TOARS.
    10.3303/CET1757173
  101. Pinheiro, Carolina T.; Rendall, Ricardo; Quina, Margarida J.; Reis, Marco S.; Gando-Ferreira, Licínio M.. "Assessment and Prediction of Lubricant Oil Properties Using Infrared Spectroscopy and Advanced Predictive Analytics". Energy & Fuels 31 1 (2016): 179-187. http://dx.doi.org/10.1021/acs.energyfuels.6b01958.
    10.1021/acs.energyfuels.6b01958
  102. Shirley Coleman; Rainer Göb; Giuseppe Manco; Antonio Pievatolo; Xavier Tort-Martorell; Marco Seabra Reis. "How Can SMEs Benefit from Big Data? Challenges and a Path Forward". Quality and Reliability Engineering International 32 6 (2016): 2151-2164. http://dx.doi.org/10.1002/qre.2008.
    10.1002/qre.2008
  103. Ana C. Pereira; Maria J. Carvalho; Andreia Miranda; João M. Leça; Vanda Pereira; Francisco Albuquerque; José C. Marques; Marco S. Reis. "Modelling the ageing process: A novel strategy to analyze the wine evolution towards the expected features". Chemometrics and Intelligent Laboratory Systems 154 (2016): 176-184. https://doi.org/10.1016%2Fj.chemolab.2016.03.030.
    10.1016/j.chemolab.2016.03.030
  104. Rato, Tiago J.; Rendall, Ricardo; Gomes, Veronique; Chin, Swee-Teng; Chiang, Leo H.; Saraiva, Pedro M.; Reis, Marco S.. "A Systematic Methodology for Comparing Batch Process Monitoring Methods: Part I—Assessing Detection Strength". Industrial & Engineering Chemistry Research 55 18 (2016): 5342-5358. http://dx.doi.org/10.1021/acs.iecr.5b04851.
    10.1021/acs.iecr.5b04851
  105. Rato, Tiago; Reis, Marco; Schmitt, Eric; Hubert, Mia; De Ketelaere, Bart. "A systematic comparison of PCA-based Statistical Process Monitoring methods for high-dimensional, time-dependent Processes". AIChE Journal 62 5 (2016): 1478-1493. http://dx.doi.org/10.1002/aic.15062.
    10.1002/aic.15062
  106. Reis, Marco. "Parameter selection guidelines for adaptive PCA-based control charts". Journal of Chemometrics (2016):
    10.1002/cem.2783
  107. Reis, Marco; R.D. Braatz; L. Chiang; Reis, M.S.; Braatz, R.D.; Chiang, L.H.. "Big Data: Challenges and Future Research Directions". Chemical Engineering Progress March 2016 (2016): 46-50. http://www.scopus.com/inward/record.url?eid=2-s2.0-84962758025&partnerID=MN8TOARS.
  108. Oliver-Rodríguez, B.; Zafra-Gómez, A.; Reis, M.S.; Duarte, B.P.M.; Verge, C.; de Ferrer, J.A.; Pérez-Pascual, M.; Vílchez, J.L.. "Wide-range and accurate modeling of linear alkylbenzene sulfonate (LAS) adsorption/desorption on agricultural soil". Chemosphere 138 (2015): 148-155. http://dx.doi.org/10.1016/j.chemosphere.2015.05.085.
    10.1016/j.chemosphere.2015.05.085
  109. Reis, Marco S.; Rendall, Ricardo; Chin, Swee-Teng; Chiang, Leo. "Challenges in the Specification and Integration of Measurement Uncertainty in the Development of Data-Driven Models for the Chemical Processing Industry". Industrial & Engineering Chemistry Research 54 37 (2015): 9159-9177. http://dx.doi.org/10.1021/ie504577d.
    10.1021/ie504577d
  110. Leça, João M.; Pereira, Ana C.; Vieira, Ana C.; Reis, Marco S.; Marques, José C.. "Optimal design of experiments applied to headspace solid phase microextraction for the quantification of vicinal diketones in beer through gas chromatography-mass spectrometric detection". Analytica Chimica Acta 887 (2015): 101-110. http://dx.doi.org/10.1016/j.aca.2015.06.044.
    10.1016/j.aca.2015.06.044
  111. Oliver-Rodríguez, B.; Zafra-Gómez, A.; Reis, M.S.; Duarte, B.P.M.; Verge, C.; de Ferrer, J.A.; Pérez-Pascual, M.; Vílchez, J.L.. "Evaluation of Linear Alkylbenzene Sulfonate (LAS) behaviour in agricultural soil through laboratory continuous studies". Chemosphere 131 (2015): 1-8. http://dx.doi.org/10.1016/j.chemosphere.2015.02.037.
    10.1016/j.chemosphere.2015.02.037
  112. Reis, Marco. "Multiscale and megavariate monitoring of the process networked structure: M2NET". Journal of Chemometrics (2015):
    10.1002/cem.2703
  113. Ricardo Rendall; Marco S. Reis; Ana Cristina Pereira; Cristina Pestana; Vanda Pereira; José Carlos Marques. "Chemometric analysis of the volatile fraction evolution of Portuguese beer under shelf storage conditions". Chemometrics and Intelligent Laboratory Systems 142 (2015): 131-142. https://doi.org/10.1016/j.chemolab.2015.01.015.
    10.1016/j.chemolab.2015.01.015
  114. Marco S. Reis. "An integrated multiscale and multivariate image analysis framework for process monitoring of colour random textures: MSMIA". Chemometrics and Intelligent Laboratory Systems 142 (2015): 36-48. https://doi.org/10.1016/j.chemolab.2015.01.008.
    10.1016/j.chemolab.2015.01.008
  115. Tiago J. Rato; Marco S. Reis. "On-line process monitoring using local measures of association. Part II: Design issues and fault diagnosis". Chemometrics and Intelligent Laboratory Systems 142 (2015): 265-275. https://doi.org/10.1016/j.chemolab.2015.02.007.
    10.1016/j.chemolab.2015.02.007
  116. Tiago J. Rato; Marco S. Reis. "On-line process monitoring using local measures of association: Part I — Detection performance". Chemometrics and Intelligent Laboratory Systems 142 (2015): 255-264. https://doi.org/10.1016/j.chemolab.2015.02.011.
    10.1016/j.chemolab.2015.02.011
  117. Ograjenšek, I.; Dos Reis, M.S.. "The ENBIS-14 Quality and Reliability Engineering International Special Issue". Quality and Reliability Engineering International 31 7 (2015): 1101-1102. http://www.scopus.com/inward/record.url?eid=2-s2.0-84945273523&partnerID=MN8TOARS.
    10.1002/qre.1907
  118. Tiago J. Rato; Marco S. Reis. "Non-causal data-driven monitoring of the process correlation structure: A comparison study with new methods". Computers & Chemical Engineering 71 (2014): 307-322. https://doi.org/10.1016/j.compchemeng.2014.09.003.
    10.1016/j.compchemeng.2014.09.003
  119. Rendall, Ricardo R.; Reis, Marco S.. "A Comparison Study of Single-Scale and Multiscale Approaches for Data-Driven and Model-Based Online Denoising". Quality and Reliability Engineering International 30 7 (2014): 935-950. http://dx.doi.org/10.1002/qre.1709.
    10.1002/qre.1709
  120. Reis, Marco. "Sensitivity enhancing transformations for monitoring the process correlation structure". Journal of Process Control (2014):
    10.1016/j.jprocont.2014.04.006
  121. Reis, M.S.. "Network-induced supervised learning: Network-induced classification (NI-C) and network-induced regression (NI-R)". AIChE Journal 59 5 (2013): 1570-1587. http://www.scopus.com/inward/record.url?eid=2-s2.0-84876303103&partnerID=MN8TOARS.
    10.1002/aic.13946
  122. Pinheiro, I.; Ferreira, P.J.; Garcia, F.A.; Reis, M.S.; Pereira, A.C.; Wandrey, C.; Ahmadloo, H.; et al. "An experimental design methodology to evaluate the importance of different parameters on flocculation by polyelectrolytes". Powder Technology 238 (2013): 2-13. http://www.scopus.com/inward/record.url?eid=2-s2.0-84875614758&partnerID=MN8TOARS.
    10.1016/j.powtec.2012.08.004
  123. Rato, T.J.; Reis, M.S.. "Defining the structure of DPCA models and its impact on process monitoring and prediction activities". Chemometrics and Intelligent Laboratory Systems 125 (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84877112226&partnerID=MN8TOARS.
    10.1016/j.chemolab.2013.03.009
  124. Rato, T.J.; Reis, M.S.. "Fault detection in the Tennessee Eastman benchmark process using dynamic principal components analysis based on decorrelated residuals (DPCA-DR)". Chemometrics and Intelligent Laboratory Systems 125 (2013): 101-108. http://www.scopus.com/inward/record.url?eid=2-s2.0-84877316529&partnerID=MN8TOARS.
    10.1016/j.chemolab.2013.04.002
  125. Reis, M.S.. "Applications of a new empirical modelling framework for balancing model interpretation and prediction accuracy through the incorporation of clusters of functionally related variables". Chemometrics and Intelligent Laboratory Systems 127 (2013): 7-16. http://www.scopus.com/inward/record.url?eid=2-s2.0-84879575837&partnerID=MN8TOARS.
    10.1016/j.chemolab.2013.05.007
  126. Nogueira, A.G.; Silva, D.C.M.; Reis, M.S.; Baptista, C.M.S.G.. "Prediction of the by-products formation in the adiabatic industrial benzene nitration process". Chemical Engineering Transactions 32 (2013): 1249-1254. http://www.scopus.com/inward/record.url?eid=2-s2.0-84879219309&partnerID=MN8TOARS.
    10.3303/CET1332209
  127. Rato, T.J.; Reis, M.S.. "Advantage of using decorrelated residuals in dynamic principal component analysis for monitoring large-scale systems". Industrial and Engineering Chemistry Research 52 38 (2013): 13685-13698. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884943728&partnerID=MN8TOARS.
    10.1021/ie3035306
  128. Reis, M.S.; Saraiva, P.M.. "Prediction of profiles in the process industries". Industrial and Engineering Chemistry Research 51 11 (2012): 4254-4266. http://www.scopus.com/inward/record.url?eid=2-s2.0-84858780519&partnerID=MN8TOARS.
    10.1021/ie300390h
  129. Cantarero, S.; Camino-Sánchez, F.J.; Zafra-Gómez, A.; Ballesteros, O.; Navalón, A.; Vílchez, J.L.; Verge, C.; Reis, M.S.; Saraiva, P.M.. "Evaluation of the presence of major anionic surfactants in marine sediments". Marine Pollution Bulletin 64 3 (2012): 587-594. http://www.scopus.com/inward/record.url?eid=2-s2.0-84857367756&partnerID=MN8TOARS.
    10.1016/j.marpolbul.2011.12.015
  130. Dias, P.A.N.; Alves, J.A.C.; Fagg, D.P.; Reis, M.S.; Gil, M.H.. "Development of semitransparent wood-polymer composites". Journal of Vinyl and Additive Technology 18 2 (2012): 95-104. http://www.scopus.com/inward/record.url?eid=2-s2.0-84861342694&partnerID=MN8TOARS.
    10.1002/vnl.20295
  131. Rato, T.J.; Reis, M.S.. "A new data driven index for control performance monitoring". Computer Aided Chemical Engineering 30 (2012): 852-856. http://www.scopus.com/inward/record.url?eid=2-s2.0-84862888832&partnerID=MN8TOARS.
    10.1016/B978-0-444-59520-1.50029-4
  132. Reis, M.S.; Delgado, P.. "A large-scale statistical process control approach for the monitoring of electronic devices assemblage". Computers and Chemical Engineering 39 (2012): 163-169. http://www.scopus.com/inward/record.url?eid=2-s2.0-84857441311&partnerID=MN8TOARS.
    10.1016/j.compchemeng.2011.12.008
  133. Gomes, V.M.; Pereira, A.C.; Saraiva, P.M.; Reis, M.S.. "Development of generalized platforms for the analysis of complex datasets". Quality and Reliability Engineering International 28 5 (2012): 508-523. http://www.scopus.com/inward/record.url?eid=2-s2.0-84864422955&partnerID=MN8TOARS.
    10.1002/qre.1443
  134. de Almeida, G.M.; Reis, M.S.; Park, S.W.. "A Signal Processing Approach for Fault Detection Problem: Application to the DAMADICS Actuator Benchmark Problem". Computer Aided Chemical Engineering 30 (2012): 857-861. http://www.scopus.com/inward/record.url?eid=2-s2.0-84862878649&partnerID=MN8TOARS.
    10.1016/B978-0-444-59520-1.50030-0
  135. Cantarero, S.; Zafra-Gómez, A.; Ballesteros, O.; Navalón, A.; Reis, M.S.; Saraiva, P.M.; Vílchez, J.L.. "Environmental monitoring study of linear alkylbenzene sulfonates and insoluble soap in Spanish sewage sludge samples". Journal of Environmental Science and Health - Part A Toxic/Hazardous Substances and Environmental Engineering 46 6 (2011): 617-626. http://www.scopus.com/inward/record.url?eid=2-s2.0-79956015915&partnerID=MN8TOARS.
    10.1080/10934529.2011.562857
  136. Pereira, A.C.; Reis, M.S.; Saraiva, P.M.; Marques, J.C.. "Development of a fast and reliable method for long- and short-term wine age prediction". Talanta 86 1 (2011): 293-304. http://www.scopus.com/inward/record.url?eid=2-s2.0-80755128379&partnerID=MN8TOARS.
    10.1016/j.talanta.2011.09.016
  137. Pereira, A.C.; Reis, M.S.; Saraiva, P.M.; Marques, J.C.. "Madeira wine ageing prediction based on different analytical techniques: UV-vis, GC-MS, HPLC-DAD". Chemometrics and Intelligent Laboratory Systems 105 1 (2011): 43-55. http://www.scopus.com/inward/record.url?eid=2-s2.0-78650957647&partnerID=MN8TOARS.
    10.1016/j.chemolab.2010.10.009
  138. Rato, T.J.; Reis, M.S.. "Statistical Process Control of Multivariate Systems with Autocorrelation". Computer Aided Chemical Engineering 29 (2011): 497-501. http://www.scopus.com/inward/record.url?eid=2-s2.0-79958831637&partnerID=MN8TOARS.
    10.1016/B978-0-444-53711-9.50100-0
  139. Rato, T.J.; Reis, M.S.. "Statistical monitoring of control loops performance: An improved historical-data benchmark index". Quality and Reliability Engineering International 26 8 (2010): 831-844. http://www.scopus.com/inward/record.url?eid=2-s2.0-78651240908&partnerID=MN8TOARS.
    10.1002/qre.1139
  140. Pereira, A.C.; Reis, M.S.; Saraiva, P.M.; Marques, J.C.. "Multivariate statistical monitoring of wine ageing processes". Computer Aided Chemical Engineering 28 C (2010): 247-252. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955179571&partnerID=MN8TOARS.
    10.1016/S1570-7946(10)28042-2
  141. Reis, M.S.; Bauer, A.. "Image-based classification of paper surface quality using wavelet texture analysis". Computers and Chemical Engineering 34 12 (2010): 2014-2021. http://www.scopus.com/inward/record.url?eid=2-s2.0-77957928065&partnerID=MN8TOARS.
    10.1016/j.compchemeng.2010.06.013
  142. Pereira, A.C.; Reis, M.S.; Saraiva, P.M.; Marques, J.C.; Pereira, Ana C.; Reis, Marco S.; Saraiva, Pedro M.; Marques, José C.. "Analysis and assessment of Madeira wine ageing over an extended time period through GC-MS and chemometric analysis". Analytica Chimica Acta 660 1-2 (2010): 8-21. http://www.scopus.com/inward/record.url?eid=2-s2.0-74549209505&partnerID=MN8TOARS.
    10.1016/j.aca.2009.11.009
  143. Pereira, A.C.; Reis, M.S.; Saraiva, P.M.; Marques, J.C.. "Aroma ageing trends in GC/MS profiles of liqueur wines". Analytica Chimica Acta 659 1-2 (2010): 93-101. http://www.scopus.com/inward/record.url?eid=2-s2.0-72249094040&partnerID=MN8TOARS.
    10.1016/j.aca.2009.11.060
  144. Reis, M.S.; Delgado, P.; Reis, Marco S.; Delgado, Pedro. ""Mega"-variate statistical process control in electronic devices assembling". Computer Aided Chemical Engineering 28 C (2010): 523-528. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955220694&partnerID=MN8TOARS.
    10.1016/S1570-7946(10)28088-4
  145. Reis, M.S.; Saraiva, P.M.. "Analysis and classification of the paper surface". Industrial and Engineering Chemistry Research 49 5 (2010): 2493-2502. http://www.scopus.com/inward/record.url?eid=2-s2.0-77749304470&partnerID=MN8TOARS.
    10.1021/ie901688w
  146. Reis, M.S.; Abreu, C.T.; Heitor, M.J.; Ataíde, J.; Saraiva, P.M.. "A new procedure for the routine assessment of paper diagonal curl". Tappi Journal 8 10 (2009): 20-26. http://www.scopus.com/inward/record.url?eid=2-s2.0-77950226073&partnerID=MN8TOARS.
  147. Reis, M.S.. "A multiscale empirical modeling framework for system identification". Journal of Process Control 19 9 (2009): 1546-1557. http://www.scopus.com/inward/record.url?eid=2-s2.0-72049098790&partnerID=MN8TOARS.
    10.1016/j.jprocont.2009.07.010
  148. Reis, M.S.; Bauer, A.. "Using wavelet texture analysis in image-based classification and statistical process control of paper surface quality". Computer Aided Chemical Engineering 27 C (2009): 1209-1214. http://www.scopus.com/inward/record.url?eid=2-s2.0-77649310529&partnerID=MN8TOARS.
    10.1016/S1570-7946(09)70592-9
  149. Portugal, P.A.G.; Reis, M.S.; Baptista, C.M.S.G.. "Extending model prediction ability for the formation of nitrophenols in benzene nitration". Chemical Engineering Transactions 17 (2009): 117-122. http://www.scopus.com/inward/record.url?eid=2-s2.0-76149138506&partnerID=MN8TOARS.
    10.3303/CET0917020
  150. Reis, M.S.; Bauer, A.. "Wavelet texture analysis of on-line acquired images for paper formation assessment and monitoring". Chemometrics and Intelligent Laboratory Systems 95 2 (2009): 129-137. http://www.scopus.com/inward/record.url?eid=2-s2.0-58149177343&partnerID=MN8TOARS.
    10.1016/j.chemolab.2008.09.007
  151. Pereira, A.C.; Reis, M.S.; Saraiva, P.M.. "Quality control of food products using image analysis and multivariate statistical tools". Industrial and Engineering Chemistry Research 48 2 (2009): 988-998. http://www.scopus.com/inward/record.url?eid=2-s2.0-61649110741&partnerID=MN8TOARS.
    10.1021/ie071610b
  152. Reis, M.S.; Saraiva, P.M.; Bakshi, B.R.. "Multiscale statistical process control using wavelet packets". AIChE Journal 54 9 (2008): 2366-2378. http://www.scopus.com/inward/record.url?eid=2-s2.0-52649146451&partnerID=MN8TOARS.
    10.1002/aic.11523
  153. Reis, Marco S.; Saraiva, Pedro M.. "Multiscale Statistical Process Control of Paper Surface Profiles". Quality Technology & Quantitative Management 3 3 (2006): 263-281. http://dx.doi.org/10.1080/16843703.2006.11673114.
    10.1080/16843703.2006.11673114
  154. Reis, M.S.; Saraiva, P.M.. "Multiscale statistical process control with multiresolution data". AIChE Journal 52 6 (2006): 2107-2119. http://www.scopus.com/inward/record.url?eid=2-s2.0-33744815945&partnerID=MN8TOARS.
    10.1002/aic.10805
  155. Reis, M.S.; Saraiva, P.M.. "Heteroscedastic latent variable modelling with applications to multivariate statistical process control". Chemometrics and Intelligent Laboratory Systems 80 1 (2006): 57-66. http://www.scopus.com/inward/record.url?eid=2-s2.0-30144446300&partnerID=MN8TOARS.
    10.1016/j.chemolab.2005.07.002
  156. Reis, M.S.; Saraiva, P.M.. "Multiscale analysis and monitoring of paper surface". Computer Aided Chemical Engineering 21 C (2006): 1173-1178. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956765854&partnerID=MN8TOARS.
    10.1016/S1570-7946(06)80205-1
  157. Reis, M.S.; Saraiva, P.M.. "Generalized multiresolution decomposition frameworks for the analysis of industrial data with uncertainty and missing values". Industrial and Engineering Chemistry Research 45 18 (2006): 6330-6338. http://www.scopus.com/inward/record.url?eid=2-s2.0-33748869551&partnerID=MN8TOARS.
    10.1021/ie051313b
  158. Reis, M.S.; Saraiva, P.M.. "Multiscale SPC in the presence of multiresolution data". Computer Aided Chemical Engineering 21 C (2006): 1359-1364. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956740448&partnerID=MN8TOARS.
    10.1016/S1570-7946(06)80236-1
  159. Costa, R.; Angélico, D.; Reis, M.S.; Ataíde, J.M.; Saraiva, P.M.. "Paper superficial waviness: Conception and implementation of an industrial statistical measurement system". Analytica Chimica Acta 544 1-2 SPEC. (2005): 135-142. http://www.scopus.com/inward/record.url?eid=2-s2.0-20444489655&partnerID=MN8TOARS.
    10.1016/j.aca.2005.02.027
  160. Reis, M.S.; Saraiva, P.M.. "Integrating data uncertainty in multiresolution analysis". Computer Aided Chemical Engineering 20 C (2005): 1501-1506. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956742593&partnerID=MN8TOARS.
    10.1016/S1570-7946(05)80092-6
  161. Reis, M.S.; Saraiva, P.M.. "Integration of data uncertainty in linear regression and process optimization". AIChE Journal 51 11 (2005): 3007-3019. http://www.scopus.com/inward/record.url?eid=2-s2.0-27844597205&partnerID=MN8TOARS.
    10.1002/aic.10540
  162. Quadros, P.A.; Reis, M.S.; Baptista, C.M.S.G.. "Different modeling approaches for a heterogeneous liquid-liquid reaction process". Industrial and Engineering Chemistry Research 44 25 (2005): 9414-9421. http://www.scopus.com/inward/record.url?eid=2-s2.0-29644435257&partnerID=MN8TOARS.
    10.1021/ie050205m
  163. Dourado, C.; Madrigal, A.; Seabra, M.. "Prediction of traqueal tube size in children using multiple variables". European Journal of Anaesthesiology 21 Supplement (2004): 146-147. http://dx.doi.org/10.1097/00003643-200406002-00531.
    10.1097/00003643-200406002-00531
  164. Reis, M.S.; Saraiva, P.M.. "A comparative study of linear regression methods in noisy environments". Journal of Chemometrics 18 12 (2004): 526-536. http://www.scopus.com/inward/record.url?eid=2-s2.0-20444489877&partnerID=MN8TOARS.
    10.1002/cem.897
  165. Reis, M.S.; Saraiva, P.M.. "Accounting for measurement uncertainties in industrial data analysis". Computer Aided Chemical Engineering 18 C (2004): 751-756. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955606974&partnerID=MN8TOARS.
    10.1016/S1570-7946(04)80191-3
  166. Reis, M.P.S.d.; Saraiva, P.M.. "Multiscale latent variable analysis of industrial data". Computer Aided Chemical Engineering 15 C (2003): 1340-1345. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956729359&partnerID=MN8TOARS.
    10.1016/S1570-7946(03)80496-0
Journal issue
  1. Reis, Marco. "Data-Driven Control and Process Monitoring for Industrial Applications". Processes (2020):
    Accepted • Editor
  2. Reis, Marco. "Special Issue". Quality and Reliability Engineering International 31 7 (2015):
    Editor
  3. Reis, Marco. "Special issue on “Business and Industrial Statistics”". REVSTAT 11 1 (2013):
Magazine article
  1. Reis, Marco. "Big Data & Indústria 4.0: Mitos, Oportunidades e Desafios", Ingenium, 2018
  2. Saraiva, Pedro M; Reis, Marco; Cubo, Catarina; Sampaio, Paulo; Saraiva, P.M.; C. Cubo; P. Sampaio. "Resultados do European Quality Scoreboard e do Perfil Nacional da Qualidade", Qualidade, 2017
  3. Reis, Marco; Saraiva, Pedro M. "Ouvir e Interpretar Dados no Século XXI", Qualidade, 2009
  4. Reis, Marco; C.T. Abreu; M. J. Heitor; P.M. Saraiva. "Uma Nova Metodologia para Medição do “Curl” Diagonal do Papel", Pasta e Papel, 2008
Manual
  1. Reis, Marco; Raquel Jesus Costa. Manual de Formação em Métodos Estatísticos Básicos. 2006.
Newsletter article
  1. Reis, Marco. "., Predictive Analytics: Is your Problem Collinearity, Sparsity, or Both?., Predictive Analytics: Is your Problem Collinearity, Sparsity, or Both?", Statistics Digest , 2017
Online resource
  1. Reis, Marco S.. Multi-Granularity Process Analytics. 2021. https://encyclopedia.pub/18601.
Preprint
  1. Joel Sansana; Ricardo Rendall; Ivan Castillo; Luc de Bruijne; Jonathan Huggins; Ailene Phillips; Marco Reis. "A hybrid approach for advanced monitoring and forecasting of fouling with application to an ethylene oxide plant". 2023. https://doi.org/10.22541/au.168309940.03843525/v1.
    10.22541/au.168309940.03843525/v1
  2. Sergio Branco; João Carvalho; Marco S. Reis; Jorge Cabral. "Cached Machine Learning - A Local Caching System to Reduce Cloud-Communication Dependency During Inference Phase". 2022. https://doi.org/10.36227/techrxiv.21405120.v1.
    10.36227/techrxiv.21405120.v1
  3. Sergio Branco; João Carvalho; Marco S. Reis; Jorge Cabral. "Cached Machine Learning - A Local Caching System to Reduce Cloud-Communication Dependency During Inference Phase". 2022. https://doi.org/10.36227/techrxiv.21405120.
    10.36227/techrxiv.21405120
Report
  1. Reis, Marco S.. 2016. Quimiometria de Processos – Programa, conteúdos e metodologia de ensino.
  2. Reis, Marco S.. 2016. Introdução à Monitorização de Processos Industriais.
  3. Reis, Marco. 2001. A Structured Approach for Reducing Paper Curl: Modelling Strategies and Simulation Results.
  4. Reis, Marco. 2000. Introdução à Análise Multiresolução e suas Aplicações no Contexto da Engenharia Química.
  5. Reis, Marco. 2000. O “Curl” do Papel.
Thesis / Dissertation
  1. Reis, Marco. "Data-Driven Multiscale Monitoring, Modelling and Improvement of Chemical Processes". PhD, Universidade de Coimbra, 2006.

Other

Software
  1. Reis, Marco S.; Natércia C. P. Fernandes; ROMANENKO, ANDREY. "BDsim – A Benchmark Simulator for Process Data Generation". Universidade de Coimbra Departamento de Engenharia Quimica. 2019.
  2. Reis, Marco S.; Dias, Paulo A.N.. "TAMES – Topological Analysis of Metabolic Structures. A software package to study local structures in biological networks". Universidade de Coimbra Departamento de Engenharia Quimica. 2017.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2023 Multimodal data fusion in the Chemical Processing Industry: a new methodology and case studies CHEMPOR 2023, 14th International and Biological Engineering Conference
(Portugal)
2023 Modeling in the Observable or Latent Space? A Comparison of Dynamic Latent Variable based Monitoring for Sensor Fault Detection ENBIS23 – 23rd Annual ENBIS Conference
(Spain)
2023 On the opportunities and limitations of Deep Artificial Intelligence methods for Industrial Process Analytics ENBIS23 – 23rd Annual ENBIS Conference
(Spain)
2023 Industrial process analytics: from case-based problem solving to a systematic discipline in chemical engineering CHEMPOR 2023, 14th International and Biological Engineering Conference”
(Portugal)
2023 Decentralized process monitoring: unlocking causal insights for enhanced fault detection and diagnosis CHEMPOR 2023, 14th International and Biological Engineering Conference”
(Portugal)
2023 Towards a Discipline of Industrial Process Analytics: From Case-Based Problem Solving to a Systematic Body of Knowledge 2023 AIChE Spring Meeting & 19th Global Congress of Process Safety
(United States)
2023 Towards the systematic development of hybrid models XI Colloquium Chemometricum Mediterraneum
2023 Monitoring, Diagnosis & Prognosis of Industrial Processes: Past, Present and Future 2023 AIChE Spring Meeting & 19th Global Congress of Process Safety”
(United States)
2023 Reynolds Number to Data Frames – retraining your mind to think about analytics 2023 Spring Meeting and 19th Global Congress on Process Safety
(United States)
2023 A Hybrid Approach for Fouling Monitoring and Forecasting with Application to an Industrial Heat Exchanger 2023 Spring Meeting and 19th Global Congress on Process Safety”
(United States)
2023 Hybrid Modeling for Managing Process Changes in Chemical Processing Industries 2023 Spring Meeting and 19th Global Congress on Process Safety”
(United States)
2023 Hybrid Modeling for Managing Process Changes in Chemical Processing Industries
2023 Spring Meeting and 19th Global Congress on Process Safety (United States)
2022 Hierarchical Statistical Process Monitoring based on a Functional Decomposition of the Causal Network ESCAPE-32, European Symposyum on Computer Aided Process Engineering
(France)
2022 Structural curl related problems in paper: diagnosis of fiber orientation two-sidedness CIADICYP 2022 – Iberoamerican Congress on Pulp and Paper Research
(Spain)
2022 Continuous assessment of data sources quality for improving the resilience of multisource fusion platforms American Control Conference (ACC) 2022
(United States)
2022 Modelling the chemical stabilization of soils through statistical design of experiments (DOE) 20th International Conference on Soil Mechanics and Geotechnical Engineering 2022 (ICSMGE 2022)
(Australia)
2022 World State of Quality: a Frontier Approach to Benchmark the Performance of Countries Worldwide 5th International Conference on Quality Engineering and Management (ICQEM’22)
(Portugal)
2022 Uncertainty Assessment of Multiple Redundant Sources in the Development of Sensor Fusion Methods ISBIS Conference 2022 on ‘Statistics and Data Science in Business and Industry
(Italy)
2022 Distributed Statistical Process Monitoring based on Causal Network Decomposition ENBIS22 – 22nd Annual ENBIS Conference
(Norway)
2022 A Hybrid Approach to Transfer Learning for Product Quality Prediction ENBIS22 – 22nd Annual ENBIS Conference
(Norway)
2022 Locoregional therapy and genotype-phenotype associations in hepatocellular carcinoma: early study XX Luso-Brazilian Congress of Transplantation, XVI Portuguese Congress of Transplantation
(Portugal)
2022 The truncated Q statistic for Statistical Process Monitoring of High-Dimensional Systems ESCAPE-32, European Symposyum on Computer Aided Process Engineering”
(France)
2022 Structured Approaches for Data-Driven Process Improvement Advances in Process Analytics and Control Technology 2022 Conference (APACT 2022)
(United Kingdom)
2021 Efficient Experimental Protocol for Multifactor Modeling and Wide Range Prediction of Mechanical and Dimensional Properties of Paper XXV TECNICELPA – Conferência Internacional da Floresta, Pasta e Papel, XI CIADICYP 2021
(Portugal)
2021 Multisource Heterogeneous Data Fusion for Toxin Level Quantification 11th IFAC International Symposium on Advanced Control of Chemical Processes (ADCHEM 2021)
(Italy)
2021 Development of an efficient methodology to characterize fiber orientation over the thickness direction of paper for curl troubleshooting 4th Doctoral Congress in Engineering, DCE-21
(Portugal)
2021 Modeling and forecasting fouling in multiproduct batch processes ENBIS Spring Meeting 2021
2021 A Digital Twin Approach for Statistical Process Monitoring of a High-Dimensional Microelectronic Assembly Process ENBIS-21 Online Conference
2021 Regularized Bayesian Fusion for Toxin Concentration Estimation in an Industrial Wastewater Treatment Plant 2021 AIChE Annual Meeting
(United States)
2021 Qualidade 4.0 – Ligação à investigação em meio empresarial XI Encontro de Investigadores da Qualidade
(Portugal)
2021 "Extreme data” fusion for process monitoring and quality prediction 2021 CIEPQPF Annual Meeting
(Portugal)
2021 Incorporating Expert Knowledge and System Structure in High-Dimensional Statistical Process Monitoring Scandinavian Symposium on Chemometrics (SSC17)
(Denmark)
2020/10 Hybrid Model for Real-time Reaction Monitoring SciX2020
2020/08 Cluster Analysis of Crude Oils Based on Physicochemical Properties ESCAPE-29, European Symposyum on Computer Aided Process Engineering
(Italy)
2020/07 Multirate fusion of data sources with different quality 21st IFAC World Congress (Virtual), IFAC-V 2020
(Germany)
2020/07 Platforms for Automatic PAT Soft Sensor Development and Analysis 21st IFAC World Congress (Virtual), IFAC-V 2020
(Germany)
2020 Structured data-driven approaches for Industrial Process Analytics Palestra realizada por convite no Massachusetts Institute of Technology
(United States)
2019/12/13 Wine grape ripeness assessment using HSI and Artificial Intelligence Digital Agro-Food & Floretry (r)evolution
(Portugal)
2019/11/20 Wine grape quality assessment using hyperspectral imaging and machine learning algorithms 1st Bioinformatic Talking Sessions @ UTAD – BITS.UTAD2019
(Portugal)
2019/11/10 Sensor fusion with irregular sampling and varying measurement delays 2019 AICHE Annual Meeting
(United States)
2019/10/23 2018 World State of Quality results: an overview 63rd European Congress of Quality, EOQ Congress 2019
(Portugal)
2019/10/23 Predictive Analytics in the Petrochemical Industry: Forecasting the Research Octane Number (RON) from Catalytic Reforming Units 63rd European Congress of Quality, EOQ Congress 2019
(Portugal)
2019/10 Process Analytics for Quality Improvement International Congress of the European Organization for Quality (EOQ)
European Organization for Quality (EOQ) (Lisbon, Portugal)
2019/09/02 Statistical Engineering Challenges from Big Data in Shipping Industry ENBIS19 – 19th Annual ENBIS Conference
(Hungary)
2019/09/02 Modern Approaches to Industrial Process Monitoring ENBIS19 – 19th Annual ENBIS Conference
(Hungary)
2019/08/06 Image-based feature extraction for EPS monitoring on WWTP bioreactors Foundations of Process Analytics and Machine learning (FOPAM)
(United States)
2019/06/16 An Advanced Data-Centric Multi-Granularity Platform for Industrial Data Analysis ESCAPE-29, European Symposyum on Computer Aided Process Engineering
(Netherlands)
2019/06 Industrial Data Science for Quality Improvement 17th Workshop on Quality Improvement Methods
(Dortmund, Germany)
2019/02/18 Principal Discussant of the keynote presented by Prof. Enrique del Castillo, on the topyc of Process Monitoring Stu Hunter Research Conference
(Milan, Italy)
2019 Feature-oriented methods for batch data analytics CAPE FORUM 2019
(Belgium)
2019 Crude oil cluster analysis using K-means algorithm 3rd Doctoral Congress in Engineering, DCE-19
(Portugal)
2019 Predictive Analysis in the Refinery Industry: Predicting the Research Octane Number from Catalytic Reforming 3rd Doctoral Congress in Engineering, DCE-19”
(Portugal)
2019 Structured data-driven approaches for process monitoring and predictive analytics Hybrid Modeling Summer School
(Portugal)
2019 Process Monitoring and Improvement in the Industry 4.0 Era Workshop “Advanced Production & Monitoring for the Industry 4.0”
2018/09/02 Parsimonious Batch Data Analysis ENBIS18 – 18th Annual ENBIS Conference
(France)
2018/09/02 Predicting CO2 Emissions from Maritime Transport with Feature-Oriented Methods ENBIS18 – 18th Annual ENBIS Conference
(France)
2018/09/02 Stepwise Multiblock Latent Variable Regression ENBIS18 – 18th Annual ENBIS Conference
(France)
2018/09/02 Run-to-Run Control Based on Gaussian Bayesian Network in Semiconductor Manufacturing ENBIS18 – 18th Annual ENBIS Conference
2018/09 Recent Developments on Statistical Process Monitoring of the Process Correlation Structure Statistische Woche
(Linz, Austria)
2018/08/02 A Multiresolution Framework for Building Industrial Soft Sensors ENBIS18 – 18th Annual ENBIS Conference
(France)
2018/06/22 Exploring the Latent Variable Space of a Multiresponse DOE to Optimize Solid Phase Microextraction (SPME): Case study - Quantification of Volatile Fatty Acids in Wines ENBIS Spring Meeting on Design of Experiments for Quality of Products and Sustainability in Agri-Food Systems
(Italy)
2018/06/10 Incorporating Systems Structure in Data-Driven High-Dimensional Predictive Modeling ESCAPE-28, European Symposyum on Computer Aided Process Engineering
(Austria)
2018/04/22 Obtaining Parsimonious Regression Models with Large Datasets 2018 AICHE Spring Meeting and 14th Global Congress on Process Safety
(United States)
2018/04/22 Image Classification in Manufacturing Analytics: improving a pellet classification system with deep neural networks 2018 AICHE Spring Meeting and 14th Global Congress on Process Safety
(United States)
2018 A Systematic Framework for Assessing the Quality of Information in Data-Driven Applications for the Industry 4.0 ADCHEM 2018, 10th IFAC Sumposium on Advanced Control of Chemical Processes
(China)
2018 Multiresolution Analytics for Large Scale Industrial Processes ADCHEM 2018, 10th IFAC Sumposium on Advanced Control of Chemical Processes”
(China)
2018 Wine grape quality assessment using hyperspectral imaging – a predictive analytics comparison framework International Congress on Grapevine and Wine Sciences (ICGWS)”
(Spain)
2018 Virtual Metrology Modeling Based on Gaussian Bayesian Network 2018 Winter Simulation Conference (WSC 2018)”
(Sweden)
2018 Advanced Run-to-Run Controller in Semiconductor Manufacturing with Real-time Equipment Condition 29th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC)”
(United States)
2018 Window-based feature methods for end-of-batch quality prediction CHEMPOR 2018, 13th International and Biological Engineering Conference”
(Portugal)
2018 Process Systems Engineering 4.0 Encontro com a Ciência e Tecnologia em Portugal”
(Portugal)
2018 Current Trends on Industrial Process Monitoring Palestra realizada por convite na FEUP
(Portugal)
2018 Trends in Industrial Process Monitoring Seminário realizado por convite na Eotvos Lorand University
(Hungary)
2017/11 Big Data & Indústria 4.0: Mitos, Oportunidades e Desafios XXI Congresso da Ordem dos Engenheiros
(Coimbra, Portugal)
2017/10/13 World State of Quality: 2016 European Quality Scoreboard Results 2nd IAQ World Quality Forum
(Slovenia)
2017/07/09 Advanced Run-to-Run Controller in Semiconductor Manufacturing with Real-time Equipment Condition ENBIS17 – 17th Annual ENBIS Conference
(Spain)
2017/05/28 Modelling the Distribution of Nitrophenols in a Liquid-Liquid System Representative of an Industrial Nitration Process ICheaP13
(Italy)
2017/05/20 Predictive Modeling with High-Dimensional Industrial Data JDS 2017 – 49èmes Journées de Statistique
(France)
2017/03/26 Advances in Batch Data Analysis AIChE Spring Meeting
(San Antonio, United States)
2017/03/21 World State of Quality (WSQ): Multivariate Statistical Contributions JMP Discovery Summit
(Czech Republic)
2017/01/12 Analysis of Profile Data from Processes and Products Seminar presented at the Industrial Engineering Department, Tel Aviv University
(Israel)
2017/01/11 Current Challenges in Online and Offline Data-Driven Process Improvement Workshop on Data Processing and Data Analysis for Quality Management and Quality Improvement
(Israel)
2017 Current Challenges in Online and Offline Data-Driven Process Improvement na Workshop on Data Processing and Data Analysis for Quality Management and Quality Improvement
(Israel)
2017 Predictive Modeling with High-Dimensional Industrial Data JDS 2017 – 49èmes Journées de Statistique
(France)
2017 Industrial Data Science for Industry 4.0: What we can do and what we can’t (… or can we?) Workshop “Data Science Challenges in Industry 4.0”
(Portugal)
2016/11/13 M.R.Q.P.: Prediction of Final Batch Quality Using a Multi-Resolution Framework 2016 AICHE Annual Meeting
(United States)
2016/11/13 Parsimonious Modeling Approaches for Batch Process Analysis 2016 AICHE Annual Meeting
(United States)
2016/07/14 Emerging trends in Statistical Process Control of Industrial Processes
2nd International Conference on Quality Engineering and Management (Portugal)
2016/07/13 World State of Quality: results for European Union countries ICQEM 2016 - 2nd International Conference on Quality Engineering and Management
(Portugal)
2016/04/10 Challenges and Research Directions in Big Data 2016 AICHE Spring Meeting and 12th Global Congress on Process Safety
(United States)
2016 On the Use of Simulators for Teaching Statistical Methods ENBIS16 – 16th Annual ENBIS Conference
(United Kingdom)
2016 Markovian and Non-Markovian Sensitivity Enhancing Transformations for Process Monitoring ENBIS16 – 16th Annual ENBIS Conference
(United Kingdom)
2016 Large-Scale Industrial Process Monitoring Seminário realizado por convite na École Nationale Supérieure des Mines de Saint-Étienne
(France)
2015/11 Design and Analysis of Physical and Computational Experiments in Chemical Engineering SAS® Fórum Portugal
2015/10/26 New trends of SPC and Data Analysis in Industry World Quality Forum of the International Academy for Quality
(Hungary)
2015/04/26 Inferring System¿'s Structure in Large Scale Data-Driven Modelling 2015 AICHE Spring Meeting
(United States)
2015/04/26 An Extensive Comparison Study of Batch Process Monitoring Approaches 2015 AICHE Spring Meeting
(United States)
2015/01/12 Identifying Strong Statistical Bias in the Local Structure of Metabolic Networks - The Metabolic Network of Saccharomyces cerevisiae as a test case BIOINFORMATICS 2015 – International Conference on Bioinformatics Models, Methods and Algorithms
(Portugal)
2015 Big Data in the Industry Sector: Perspectives & Examples ENBIS15 – 15th Annual ENBIS Conference
(Czech Republic)
2015 Translation Invariant Multiscale Energy-based PCA (TIME-PCA) for Monitoring Batch Processes in Semiconductor Manufacturing ENBIS15 – 15th Annual ENBIS Conference”
(Czech Republic)
2015 Challenges in the Specification and Integration of Measurement Uncertainty in the Chemical Processing Industry Seminário realizado por convite na DOW Chemical Company
(United States)
2014/11/16 Using measurement uncertainty information for effective model development 2014 AICHE ANNUAL MEETING
(United States)
2014/09/21 The Challenges of PCA-Based Statistical Process Monitoring: An Overview and Solutions ENBIS14 – 14th Annual ENBIS Conference
(Austria)
2014/09/21 Exploiting Uncertainty Information for Empirical Model Building in Process Industries ENBIS14 – 14th Annual ENBIS Conference
(Austria)
2014/09/10 Monitoring the Process Correlated Structure Using Partial Correlation Information CHEMPOR 2014, 12TH INTERNATIONAL CHEMICAL AND BIOLOGICAL ENGINEERING CONFERENCE
(Portugal)
2014/06 Sensitivity Enhancing Transformations for Large-Scale Process Monitoring ESCAPE-24, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING
(Hungary)
2014/05/26 Fault detection in the Tennessee Eastman process using dynamic principal components analysis with decorrelated residuals 8th International Conference on Partial Least Squares and Related Methods, PLS-2014
(France)
2014 Megavariate and Multiscale Monitoring of the Process NETworked Structure: M2NET ENBIS14 – 14th Annual ENBIS Conference”
(Austria)
2013/09/15 A Systematic Comparison of Statistical Process Monitoring Methods for High-dimensional, Time-dependent Processes ENBIS13 – 13th Annual ENBIS Conference
(Turkey)
2013/09/15 A Comparison Study of On-line Data-driven and Model-based Denoising Methodologies ENBIS13 – 13th Annual ENBIS Conference
(Turkey)
2013/09/15 On-line Process Monitoring Using Partial Correlations ENBIS13 – 13th Annual ENBIS Conference
2013/07/30 Empirical model building: should we go univariate, multivariate or ... intermediate? Invited seminar, Polytechnic University of Valencia
(Spain)
2013/05/27 Process monitoring of large scale systems 45e Journées de Statistique
(France)
2013/05/23 Scale-dependent extraction of features from multivariate images of random structures II International Workshop on Multivariate Image Analysis
(Spain)
2013/05/15 Image-based process monitoring: towards an integrated framework Seminar at KU Leuven
(Belgium)
2013/05 Process Monitoring of Large Scale Systems 45èmes Journées de Statistique
(Toulouse, France)
2012/11/05 Large-Scale Monitoring of Processes and Products Seminar at DOW Chemical Company at Freeport
(United States)
2012/08/28 Large-Scale Monitoring of Processes and Products Seminar at KU Leuven
(Belgium)
2012/07/12 Multiscale & Multivariate Monitoring of Processes and Products (M2M-P2) Seminar at Department of Applied Statistic, Operations Research and Quality of Universidad Politécnica de Valencia
(Spain)
2012 Balancing Interpretation and Prediction Accuracy in Classification and Regression using Local Correlation Information ENBIS12 – 12th Anual ENBIS Conference
(Slovenia)
2011/09/11 Integration of SPC/EPC in Multivariate Stationary and Non-Stationary Processes ENBIS11 – 11th Annual ENBIS Conference
(Portugal)
2011/09/05 Development of a model for the thermal control of photobioreactors based on first-principles CHEMPOR 2011 – 11th International Chemical and Biological Engineering Conference
(Portugal)
2011/09/05 Multivariate SPC/EPC Integration in MIMO Dynamic Processes CHEMPOR 2011 – 11th International Chemical and Biological Engineering Conference
(Portugal)
2011/09/04 Multivariate Control Charts Based on Signal Processing Tools ENBIS11 – 11th Annual ENBIS Conference
(Portugal)
2011/09/04 A Comparison of Two-way and Three-way Methodologies for the Prediction of Wine Age ENBIS11 – 11th Annual ENBIS Conference
(Portugal)
2011/06/20 Madeira Wine ageing process: a strategy for process control XXXIV World Congress of Vine and Wine
(Portugal)
2011/06/20 An Experimental Design Methodology to Evaluate the Importance of Different Parameters on Flocculation by Polyelectrolytes 5th International Granulation Workshop
(Switzerland)
2010/11/09 Development of a Blood Volume Pulse Sensor to measure Heart Rate Variability 7th Ibero-American Congresso on Sensors IBEROSENSOR 2010
(Portugal)
2010/10/26 The Future of Quality: is Portugal Different? 54th European Organization for Quality (EOQ) Congress
(Turkey)
2010/09/12 Statistical Process Control of Multivariate Systems with Autocorrelation ENBIS10 – 10th Annual ENBIS Conference
(Belgium)
2010/09/12 Comparison of Different Methodologies for Wine Age Prediction ENBIS10 – 10th Annual ENBIS Conference
(Belgium)
2010/09/11 O Futuro da Qualidade em PT: resultados finais 35.º Colóquio da Qualidade
(Portugal)
2010/09/01 Insights in heterogeneous liquid-liquid reactions against the background of bulk chemical production 19TH INTERNATIONAL CONGRESS OF CHEMICAL AND PROCESS ENGINEERING CHISA 2010 & 7TH EUROPEAN CONGRESS OF CHEMICAL ENGINEERING - ECCE-7
(Czech Republic)
2010/07/05 Profiles as Outputs in Supervised Data Analysis. Presented in the session on “Image Analysis” ISBIS-2010, INTERNATIONAL SYMPOSIUM ON BUSINESS AND INDUSTRIAL STATISTICS
(Slovenia)
2010/07 Profiles as Outputs in Supervised Data Analysis ISBIS-2010, International Symposium on Business and Industrial Statistics
(Portorož , Slovenia)
2010/06/06 “Mega”-Variate Statistical Process Control in Electronic Devices Assembling ESCAPE-20, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING
(Italy)
2010/06/06 Multivariate Statistical Monitoring of Wine Ageing Processes ESCAPE-20, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING
(Italy)
2010/06/04 O Futuro da Qualidade em Portugal: Abordagem e Resultados Preliminares I Encontro de Investigadores da Qualidade
(Portugal)
2010/05/07 Tratamento de Dados em Química Validação de Métodos e Cálculo de Incertezas
(Portugal)
2010 Profiles as Outputs in Supervised Data Analysis ISBIS-2010, International Symposium on Business and Industrial Statistics
2010 Blood Volume Pulse Peak Detector with a Double Adaptive Threshold International Conference on Technology and Medical Sciences”
(Portugal)
2009/11/11 O Futuro da Qualidade em Portugal 34.º Colóquio da Qualidade
(Portugal)
2009/09/29 Analysis and Monitoring of Higher Order Profiles International Workshop on Multivariate Image Analysis
(Spain)
2009/09/21 Statistical Monitoring of Control Loops Performance ENBIS9 – Ninth Annual ENBIS Conference
(Sweden)
2009/08/16 Using Wavelet Texture Analysis in Image-Based Classification and Statistical Process Control of Paper Surface Quality PSE’2009, 10TH INTERNATIONAL SYMPOSIUM ON PROCESS SYSTEMS ENGINEERING
(Brazil)
2009/07/02 Analysis and Assessment of Madeira Wine Ageing over an Extended Time Period through GC-MS and Chemometric Analysis Symposium In Vino Analytica Scientia – InVino09
2009/05/10 Extending model prediction ability for the formation of nitrophenols in benzene nitration ICheaP9
(Italy)
2009 Wine Characterization through Multivariate Statistics ENBIS9 – Ninth Annual ENBIS Conference”
(Sweden)
2008/12/04 Monitoring Profiles in Chemical Processes 1st Portuguese Six-Sigma Conference
2008/09/21 On-line Monitoring and Classification of Paper Formation using Image Analysis ENBIS8 – Eight Annual ENBIS Conference
(Greece)
2008/09/21 Multivariate Class Prediction in Gene Expression Data ENBIS8 – Eight Annual ENBIS Conference
(Greece)
2008/09/04 Combining Predictions at Multiple Scales for Process Monitoring CHEMPOR 2008 “10th International Chemical and Biological Engineering Conference”
(Portugal)
2008/08/24 Analyzing Madeira Wine Ageing through Contribution Plots Taking into Account Cluster Variability COMPSTAT’2008 International Conference on Computational Statistics
(Portugal)
2008/08/24 Multivariate and Multiscale Supervised Analysis of the Paper Surface COMPSTAT’2008 International Conference on Computational Statistics
(Portugal)
2007/09/24 Integrating Data and Model Uncertainties in Paint Formulations Seventh Annual ENBIS Conference
(Germany)
2007/08/18 Multiscale Analysis of Time Series International Symposium on Business and Industrial Statistics – 2007
(Portugal)
2006/09/18 Multiscale Statistical Process Control of Continuous Processes Sixth Annual ENBIS Conference
(Poland)
2006/09/10 Multiscale Approaches in Statistical Process Control Applied Statistics in Practice
Quality Improvement Section of the Royal Statistical Society (RSS) (United Kingdom)
2006/07/24 Robust Approaches to Formulation Problems: A Paints Industry Application M2D’2006, “5TH INTERNATIONAL CONFERENCE – MECHANICS AND MATERIALS IN DESIGN
(Portugal)
2006/07 Multiscale Analysis and Monitoring of Paper Surface ESCAPE-16 + PLS’2006, “16TH EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING AND 9TH INTERNATIONAL SYMPOSIUM ON PROCESS SYSTEMS ENGINEERING
(Germany)
2005/09 Multiscale Approach for the Monitoring of Paper Surface Profiles 5th Annual Meeting of ENBIS
2005/09 Multivariate Analysis of the Benzene Nitration Process for Pollution Prevention CHEMPOR’2005, 9th International Chemical Engineering Conference
2005/07 Multiscale Data-Driven Analysis in the Length and Time Domains Communication presented for the research group “Sustainable and Efficient Process Engineering Group”
Chemical Engineering Department, Ohio State University (United States)
2005/06 Different Modelling Approaches for a Heterogeneous Liquid-Liquid Reaction Process 5th International Symposium on Catalysis in Multiphase Reactors & 4th International Symposium on Multifunctional Reactors (CAMURE-5 & ISMR-4)
(Slovenia)
2005/04 Profilometry: A Technique to Characterize Paper Surface Tecnicelpa – XIX Encontro Nacional
(Portugal)
2004/09 A Comparative Study of the Performance of Various Linear Regression Methods in Noisy Environments CAC-2004 Chemometrics in Analytical Chemistry
(Portugal)
2003/09/15 Practical Approaches for Conducing MSPC in Noisy Environments PLS AND RELATED METHODS
(Portugal)
2003/04/02 Application of Advanced Statistical Tools to the Analysis of Pulp and Paper Data. Paper 28th EUCEPA conference
(Portugal)
2002/11 Multiscale Systems Modelling and Identification 2002 AICHE Annual Meeting
2002/09 Application of Multiscale Strategies to Industrial Process Data Analysis 2nd Annual ENBIS Conference
(Italy)
1998/09/26 Um Modelo Conceptual para Estudo da Estabilidade Dimensional do Papel CHEMPOR’98 – 7ª Conferência Internacional de Engenharia Química
(Portugal)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2022 - Current Desenvolvimento de Metodologias Avançadas para a Monitorização Distribuída de Processos Industriais
Supervisor
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2022 - Current Desenvolvimento de Metodologias de Tecnologia Analítica de Processos e de Aprendizagem por Máquina para a Gestão Otimizada dos Processos de Regeneração e Valorização de Óleos Lubrificantes Usados
Co-supervisor
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2020 - Current Embedded Intelligence Layer – Novel Tools and Techniques
Co-supervisor
Universidade do Minho, Portugal
2019 - Current A Multipurpose Framework for Heterogeneous Sensor Fusion in Big Data Industrial Environments
Supervisor
2019 - Current Parsimonious Integration of Knowledge and Data-driven Modeling for Process Analysis and Improvement
Supervisor
2019 - Current Metodologias de Melhoria Sistemática de Processos para a Indústria 4.0
Co-supervisor
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2018 - Current Estágio Industrial na Empresa Amorim & Irmão na área da melhoria da Qualidade
Co-supervisor
2018 - Current Aplicação de Espectroscopia de Infravermelho, Cromatografia em Fase Gasosa e Alta Resolução e RMNH 1H no estudo e classificação de crudes para efeitos de Controlo de Qualidade e Refinação
Co-supervisor
Universidade do Porto Faculdade de Engenharia, Portugal
2018 - Current Quality by Design for Advance Pharmaceutical Manufacturing 4.0
Co-supervisor
2017 - Current Estágio Industrial na Empresa Amorim & Irmãos
Co-supervisor
2017 - Current Método expedito de previsão da resistência à compressão não confinada de um solo mole estabilizado quimicamente
Co-supervisor
2016 - Current Desenvolvimento de sensores inferenciais para a previsão de propriedades relevantes em gasolinas e gasóleos
Supervisor
2023 - 2026 Desenvolvimento de Metodologias Integradas de Tecnologia Analítica e de Aprendizagem por Máquina para a Melhoria da Gestão de Óleos Lubrificantes Usados
Supervisor
 Engenharia Química (PhD)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2023 - 2026 Otimização Bayesiana para planeamento avançado de experiências
Supervisor
 Engenharia Química (PhD)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2023 - 2026 Otimização de Misturadores Microfluídicos para a produção de larga escala de Medicamentos Injetáveis Complexos
Co-supervisor
 Engenharia Química (PhD)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2021 - 2025 Embedded Intelligence Layer – Novel Tools and Techniques
Co-supervisor
Universidade do Minho, Portugal
2023 - 2024 Análise Multivariada e Funcional de Processos Descontínuos
Supervisor
 Engenharia Química (Master)
2023 - 2024 Estudo da Influência das Principais Variáveis do Processo no Consumo e Eficiência de Agentes de Retenção e Branqueadores Óticos
Supervisor
 Engenharia Química (Master)
2023 - 2024 Implementação de um Sistema de Gestão Integrado de Qualidade e Ambiente e Melhoria Contínua numa Empresa Produtora de Cápsulas de Madeira
Supervisor
 Engenharia Química (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2023 - 2024 A Study on Lipid Nanoparticle Synthesis by Microfluidics and its PAT Methods
Supervisor
 Engenharia Química (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2019 - 2024 Hybrid Modeling for Multimode Process Analysis and Long-Term Degradation Management
Supervisor
 Engenharia Química (PhD)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2019 - 2024 A Multipropose Framework for Heterogeneous Sensor Data Fusion in Industrial Environments
Supervisor
 Engenharia Química (PhD)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2022 - 2023 Otimização na Área de Embalamento de Luvas Industriais
Supervisor
 Engenharia Química (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2022 - 2023 Melhoria Contínua no Sector da Pasta e Papel – Implementação da Metodologia Lean
Supervisor
 Ciências de Engenharia - Engenharia Química (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2023 New Transparent Framework for Hybrid Modeling Development
Supervisor
 Ciências de Engenharia - Engenharia Química (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2018 - 2023 High Dimensional Stability Papers
Supervisor
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2016 - 2023 Systematic Development of Multiblock Methods for Handling Complex and Multimodal Data Structures in Industry and Analytical Chemistry
Supervisor
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2021 - 2022 Análise Técnico-económica do Processo de Colmatagem de Rolhas Naturais
Supervisor
2021 - 2022 Desenvolvimento de Modelos para Estimar as Condições de Cozimento que Maximizem o Rendimento de Pastas Cruas de Eucalipto com índice Kappa Fixo
Supervisor
2021 - 2022 Estudo da Variabilidade da Massa Volúmica em Rolhas Neutrocork
Supervisor
2017 - 2022 Spectroscopy Data-Driven Models for Grape Quality Assessment in Precision Viticulture
Co-supervisor
Universidade de Trás-os-Montes e Alto Douro, Portugal
2020 - 2021 Implementação de Metodologia Lean Six Sigma em Ambiente Industria
Supervisor
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2020 - 2021 Machine Learning for the Optimization of Paper Mechanical and Dimensional Properties
Supervisor
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2020 - 2021 Monitorização, Detecção e Diagnóstico de Falhas baseada em redes Causais
Supervisor
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2020 - 2021 Modelo de Deformação de Carga Paletizada dos Produtos Tissue: O Caso da The Navigator Company
Co-supervisor
2017 - 2021 Development of Inferential Models – Prediction of Research Octane Number in Catalytic Reforming Units
Supervisor
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2016 - 2020/01/20 An Integrated Physics-Informed Process Control Framework and Its Applications to Semiconductor Manufacturing
Co-supervisor
École des Mines de Saint-Étienne, France
2019 - 2020 Process Analytics for Chemical Reactions Modelling
Co-supervisor
2019 - 2020 Surrogate Models for Process and Controller Optimization
Co-supervisor
2019 - 2020 Análise e Optimização do Processo de Secagem de um Aerogel para Aplicações Biomédicas
Co-supervisor
2019 - 2020 Otimização e Simulação em Sistemas de Produção e Logística
Co-supervisor
2019 - 2020 Tecnologias Analíticas de Processo Aplicadas à Indústria Farmacêutica
Supervisor
2014 - 2019/09/13 Batch Process Monitoring and Quality Prediction: Development of Coarse-Grained Data-Driven Methodologies
Supervisor
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2018 - 2019 Data-Driven Quality by Design for Complex Generic Drug Products
Co-supervisor
2018 - 2019 Feature Extraction and Segmentation of Hyperspectral Images
Co-supervisor
2018 - 2019 Real-time monitoring of the transesterification reaction in biodiesel production
Co-supervisor
2018 - 2019 Estágio Industrial na Empresa Bluepharma na área da melhoria da Qualidade
Co-supervisor
2018 - 2019 Estágio Industrial na Empresa Amorim & Irmão na área da melhoria da Qualidade
Co-supervisor
2017 - 2018 Monitorização da reação de transesterificação de óleos vegetais por medidas da viscosidade
Co-supervisor
2017 - 2018 Análise multivariada de imagem para monitorização avançada de processos e produtos
Co-supervisor
2017 - 2018 Simulação, monitorização e diagnóstico de falhas e degradação de equipamentos em processos químicos
Co-supervisor
2017 - 2018 Melhoria de processos orientada por dados na indústria farmacêutica
Supervisor
2016 - 2017 Estágio Industrial na Empresa Prio
Co-supervisor
2016 - 2017 Estágio Industrial na Empresa SELT: Variabilidade do Processo de Corte na Indústria de Cablagem
Co-supervisor
2015 - 2016 Planeamento Estatístico de Experiências para Otimização da Operação de Sensores Analíticos
Co-supervisor
2015 - 2016 Análise e Redução de Pontas de Sucata no Sector de Estiragem de uma Empresa de Produção de Perfos de Aço - Estágio Industrial na Empresa Böllinghaus Steel SA, na Área do Seis Sigma e Melhoria Contínua de Processos
Co-supervisor
2009 - 2014/06/30 Development of integrated data-driven frameworks for the monitoring, analysis and control of complex systems
Supervisor
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2013 - 2014 Lean Seis Sigma no Turismo: O Caso da Indústria Hoteleira Portuguesa
Co-supervisor
2013 - 2014 Modelo de Negócio de Caixa para DAE (Desfibrilhadores Automáticos Externos)
Co-supervisor
2012 - 2013 Comparação de Abordagens Monoescala e Multiescala Baseadas em Dados e Modelos para a Filtragem de Sinais em linha
Co-supervisor
2012 - 2013 Market Assessment
Co-supervisor
2012 - 2013 Modelo de Negócio para Ambient Assisted Living
Co-supervisor
2012 - 2013 Exa4Life Business Development
Co-supervisor
2011 - 2012 Business Development
Co-supervisor
2011 - 2012 Relatório de actividade profissional: gestão da qualidade e operações na produção de componentes plásticos para a indústria automóvel
Co-supervisor
2010 - 2011 Modelação e Optimização de uma Unidade de Produção de Microalgas
Co-supervisor
2010 - 2011 Desenvolvimento de um Conceito de Negócio para Soluções no Sector dos Cuidados de Saúde Integrando Electrónica
Co-supervisor
2010 - 2011 Implementação da Metodologia Lean Seis-Sigma – O Caso do Serviço de Oftalmologia dos Hospitais da Universidade de Coimbra
Co-supervisor
2009 - 2010 Estratégias de introdução de produtos e serviços para higienização em indústrias alimentares
Co-supervisor
2009 - 2010 Medição de Frequência Cardíaca a partir de um Sensor Colocado no Pulso – Desenvolvimento do Software
Co-supervisor
2009 - 2010 Medição de Frequência Cardíaca a partir de um Sensor Colocado no Pulso – Desenvolvimento do Hardware
Co-supervisor
2009 - 2010 Desenvolvimento de uma Abordagem Sistemática de Apoio à Aquisição de Equipamentos Biomédicos
Co-supervisor
2009 - 2010 Qualidade de Sistemas Informáticos na Indústria Farmacêutica
Co-supervisor
2008 - 2009 Processos de Reciclagem na Indústria das Velas
Co-supervisor
2008 - 2009 Supervisão de Sistemas de Controlo
Co-supervisor
2008 - 2009 Análise de Dados na Indústria Papeleira
Co-supervisor
2008 - 2009 Análise de dados Genómicos
Co-supervisor
2007 - 2008 Implementação da Metodologia Seis Sigma numa Indústria Cerâmica Portuguesa
Co-supervisor
2007 - 2008 Relações entre Motivação, Resultados de Avaliação de Desempenho e Satisfação de Clientes: o caso do CTCV
Co-supervisor
2007 - 2008 Métodos Expeditos para Avaliação da Estabilidade Dimensional do Papel
Co-supervisor
2007 - 2008 Aproveitamento de Resíduos Florestais no Contexto de São Tomé e Príncipe
Co-supervisor

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2023 - 2023 Computational and Applied Statistics (CAS2023) Workshop at the 23rd International Conference on Computational Science and Its Applications (ICCSA 2023) (2023 - 2023)
Workshop (Member of the Scientific Committee)
2023 - 2023 International Chemical and Biological Engineering Conference (CHEMPOR 2023) (2023 - 2023)
Conference (Member of the Scientific Committee)
2022 - 2022 Computational and Applied Statistics (CAS2022) Workshop at the 22th International Conference on Computational Science and Its Applications (ICCSA 2022) (2022 - 2022)
Workshop (Member of the Scientific Committee)
2022 - 2022 5th International Conference on Quality Engineering and Management (ICQEM) (2022 - 2022)
Conference (Member of the Scientific Committee)
2022 - 2022 ESCAPE-32, European Symposium on Computer Aided Process Engineering (2022 - 2022)
Conference (Member of the Scientific Committee)
2021 - 2021 ENBIS Spring Meeting on Data Science in Process Industries (2021 - 2021)
Conference (Member of the Scientific Committee)
2021 - 2021 Computational and Applied Statistics (CAS2021) workshop at ICCSA 2021 – The 21th International Conference on Computational Science and Its Applications (2021 - 2021)
Workshop (Member of the Scientific Committee)
2020 - 2020 4th International Conference on Quality Engineering and Management (ICQEM) (2020 - 2020)
Conference (Member of the Scientific Committee)
2020 - 2020 Computational and Applied Statistics (CAS2020) workshop at ICCSA 2020 – The 20th International Conference on Computational Science and Its Applications (2020 - 2020)
Workshop (Member of the Scientific Committee)
2019 - 2019 Advanced Production and Monitoring for the Industry 4.0 (2019 - 2019)
Workshop (President of the Organising Committee)
2019 - 2019 ESCAPE-29, European Symposyum on Computer Aided Process Engineering (2019 - 2019)
Conference (Member of the Scientific Committee)
2019 - 2019 ICCSA 2019 – The 19th International Conference on Computational Science and Its Applications (2019 - 2019)
Conference (Member of the Scientific Committee)
2019 - 2019 Advanced Production and Monitoring for the Industry 4.0 (2019 - 2019)
Workshop (President of the Organising Committee)
2018 - 2018 ICCSA 2018 – The 18th International Conference on Computational Science and Its Applications (2018 - 2018)
Conference (Member of the Scientific Committee)
2018 - 2018 ESCAPE-28, European Symposyum on Computer Aided Process Engineering (2018 - 2018)
Conference (Member of the Scientific Committee)
2018 - 2018 18.ª Conferência Anual do European Network for Business and Industrial Statistics (ENBIS) (2018 - 2018)
Conference (Member of the Scientific Committee)
2017 - 2017 Data Science Challenges in Industry 4.0 (2017 - 2017)
Workshop (President of the Organising Committee)
2017 - 2017 17.ª Conferência Anual do European Network for Business and Industrial Statistics (ENBIS) (2017 - 2017)
Conference (Member of the Scientific Committee)
2017 - 2017 ECAS ENBIS SUMMER COURSE 2017 - Big Data in Business and Industry (2017 - 2017)
Other (Other)
2017 - 2017 Advanced Mathematical and Computation Tools in Metrology and Testing (AMCTM 2017) (2017 - 2017)
Conference (Member of the Scientific Committee)
2017 - 2017 Data Science Challenges in Industry 4.0 (2017 - 2017)
Workshop (President of the Organising Committee)
2016 - 2016 16.ª Conferência Anual do European Network for Business and Industrial Statistics (ENBIS) (2016 - 2016)
Conference (Member of the Scientific Committee)
2016 - 2016 Predictive Analytics with JMP Pro, o qual teve como orador principal Volker Kraft (2016 - 2016)
Workshop (President of the Organising Committee)
2015 - 2015 ENBIS Spring Meeting 2015 (2015 - 2015)
Conference (Member of the Scientific Committee)
2015 - 2015 15.ª Conferência Anual do European Network for Business and Industrial Statistics (ENBIS) (2015 - 2015)
Conference (Member of the Scientific Committee)
2015 - 2015 ENBIS nas 47.èmes Journées de Statistique de la Société Française de Statistique (SFdS) (2015 - 2015)
Other (Member of the Organising Committee)
2015 - 2015 Planeamento Estatístico de Experiências, dinamizado por Volker Kraft (2015 - 2015)
Workshop (President of the Organising Committee)
2015 - 2015 Análise Exploratória e Visualização de Dados, dinamizado por Volker Kraft (2015 - 2015)
Workshop (President of the Organising Committee)
2014 - 2014 14.ª Conferência Anual do European Network for Business and Industrial Statistics (ENBIS) - Presidente da Comissão Científica (2014 - 2014)
Conference (Other)
2014 - 2014 Summer Course on Scientific Computing using R (2014 - 2014)
Other (President of the Organising Committee)
2014 - 2014 Design of Experiments, dinamizado por Volker Kraft (2014 - 2014)
Workshop (President of the Organising Committee)
2014 - 2014 R and Excel, dinamizado por Erich Neuwirth (2014 - 2014)
Workshop (President of the Organising Committee)
2014 - 2014 Evolutionary Operation and its Derivatives for Online Process Optimization, proferido por Bart De Ketelaere (2014 - 2014)
Seminar (President of the Organising Committee)
2014 - 2014 Nanostructured Polymers: Opportunities in Health, Environment, and Energy Applications, proferido por Paschalis Alexandridis (2014 - 2014)
Seminar (President of the Organising Committee)
2014 - 2014 An Innovative Machine Learning-based Approach to Predict the Maintenance of Complex Turbomachines, proferido por Jean-Loup Loyer (2014 - 2014)
Seminar (President of the Organising Committee)
2014 - 2014 Workshop Anual do CIEPQPF de 2014 (2014 - 2014)
Workshop (Other)
2013 - 2013 II International Workshop on Multivariate Image Analysis (2013 - 2013)
Workshop (Member of the Scientific Committee)
2013 - 2013 29th European Meeting of Statisticians, onde a Bernoulli Society também celebrou o 300.º Aniversário da publicação da obra Ars Conjectandi de Jacob Bernoulli (2013 - 2013)
2013 - 2013 Quinta Conferência de Seis-Sigma em Portugal (2013 - 2013)
Conference (Member of the Scientific Committee)
2013 - 2013 13.ª Conferência Anual do European Network for Business and Industrial Statistics (ENBIS) (2013 - 2013)
Conference (Member of the Scientific Committee)
2012 - 2012 12.ª Conferência Anual do European Network for Business and Industrial Statistics (ENBIS) (2012 - 2012)
Conference (Member of the Scientific Committee)
2012 - 2012 Workshop Anual do CIEPQPF de 2012 (2012 - 2012)
Workshop (Other)
2011 - 2011 11.ª Conferência Anual do European Network for Business and Industrial Statistics (ENBIS) - Presidente da Comissão de Organização Local (2011 - 2011)
Conference (President of the Organising Committee)
2011 - 2011 Teaching Statistics to Blackbelts, dinamizado por Roland Caulcutt (2011 - 2011)
Workshop (President of the Organising Committee)
2011 - 2011 Building a Strong Healthcare Quality Management System, dinamizado por Blanton Godfrey (2011 - 2011)
Workshop (President of the Organising Committee)
2011 - 2011 Methods for Designing & Analyzing Mixture Experiments, dinamizado por Greg Piepel (2011 - 2011)
Workshop
2011 - 2011 Quarta Conferência de Seis-Sigma em Portugal (2011 - 2011)
Conference (Member of the Scientific Committee)
2010 - 2010 MCPL 2010 – 5th Conference on Management and Control of Production and Logistics (2010 - 2010)
Conference (Member of the Scientific Committee)
2010 - 2010 10.ª Conferência Anual do European Network for Business and Industrial Statistics (ENBIS) (2010 - 2010)
Conference (Member of the Scientific Committee)
2010 - 2010 Terceira Conferência de Seis-Sigma em Portugal (2010 - 2010)
Conference (Member of the Scientific Committee)
2009 - 2009 Segunda Conferência de Seis-Sigma em Portugal (2009 - 2009)
Conference (Member of the Scientific Committee)
2008 - 2008 Primeira Conferência de Seis-Sigma em Portugal (2008 - 2008)
Conference (Member of the Scientific Committee)
2007 - 2007 Construção de Modelos de Previsão Baseados em Dados (2007 - 2007)
Other (President of the Organising Committee)
2006 - 2006 6.ª Conferência Anual do European Network for Business and Industrial Statistics (ENBIS) (2006 - 2006)
Conference
2004 - 2004 Estatística Aplicada, no âmbito das atividades do grupo Pro-ENBIS (2004 - 2004)
Workshop (President of the Organising Committee)
2004 - 2004 Workshop de Estatística Aplicada (2004 - 2004)
Other (President of the Organising Committee)

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2024 Projeto e dimensionamento de uma unidade de produção e armazenamento de hidrogénio verde
(Thesis) Arguer
 João Pedro Branco de Carvalho Marques (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2023 Enantiomers resolution in simulated moving bed: parameter estimation and uncertainty analysis
(Thesis) Arguer
 Rodrigo Vergne de Abreu Santos (PhD)
Universidade Federal da Bahia, Brazil
2023 Proposta de implementação de ferramentas de melhoria contínua numa empresa da área metalomecânica
(Thesis) Arguer
 Rafael Antunes Marques (Master)
Instituto Politécnico de Coimbra Instituto Superior de Engenharia de Coimbra, Portugal
2023 Systematic Development of Multiblock Methods for Handling Complex and Multimodal Data Structures in Industry and Analytical Chemistry
Supervisor
 Maria Bravo de Almeida Pereira Campos (PhD)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2023 High Dimensional Stability Papers
Supervisor
 Paulo Alexandre Neves Dias (PhD)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2022 Otimização de Operações em Ambiente Hospitalar
(Thesis) Arguer
 Tiago João Cardoso Carvalho (Master)
Universidade de Coimbra Departamento de Física, Portugal
2022 Análise Técnico-económica do Processo de Colmatagem de Rolhas Naturais
Supervisor
 Pedro Jorge Sousa de Amorim (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2022 Estudo da Variabilidade da Massa Volúmica em Rolhas Neutrocork
Supervisor
 Catarina de Jesus Neto da Costa (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2022 Desenvolvimento de Modelos para Estimar as Condições que Maximizem o Rendimento de Pastas Cruas de Eucalipto com Índice Kappa Fixo
Supervisor
 Rodrigo Varanda Moreira (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2022 Monitorização da Reação de Transesterificação de Óleos Vegetais por medidas da Viscosidade
(Thesis) Arguer
 Filomena Graciana André Alfredo (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2022 Modelling and Optimization of Adsorption based Heat Pumps
(Thesis) Arguer
 Beatriz Cambão da Silva (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2022 Value Stream Analysis nas Operações e Área Comercial na Indústria do Café
(Thesis) Arguer
 Manuel Vasco Moreira de Carvalho (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2022 Review and digitization of the Quality Management System and continuous improvement
(Thesis) Arguer
 Rafael Moreira da Silva (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2022 Aplicação de ferramentas ligadas à Gestão da Qualidade Total numa Indústria Metalomecânica
(Thesis) Arguer
 Rui Manuel da Fonseca Oliveira (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021 Intensificação do Processo de Nitração usando Microrreatores
(Thesis) Arguer
 Ana Leonor Cardoso Vilela Lopes (PhD)
Universidade de Coimbra, Portugal
2021 Overlap in Automatic Root Cause Analysis in Manufacturing
(Thesis) Arguer
 Eduardo Luís de Meireles e Oliveira (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2021 Improved understanding from industrial production data with chemometrics
(Thesis) Arguer
 Tim Petrus Josef Offermans (PhD)
Radboud Universiteit, Netherlands
2021 Growth Hacking: A data-driven approach to achieve business growth
(Thesis) Arguer
 Diogo Almeida Castro (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021 Churn Prediction in SaaS CAE Industry
(Thesis) Arguer
 João Paulo Sousa Morais (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021 Structural Health Monitoring: A machine learning approach
(Thesis) Arguer
 Manuel Lobo Fernandes de Castro Mota (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021 Machine Learning para a otimização das propriedades mecânicas e dimensionais do papel
(Thesis) Arguer
 Maria Inês da Cruz Roque (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2021 Global Sensitivity Analysis of the Kinetic Model of a Polymerization Reaction According to the SARA-ATRP Mechanism
(Thesis) Arguer
 Hugo Ferreira Gonçalves (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2021 Avaliação e modelação da influência de parâmetros processuais de uma indústria de papel na qualidade das suas águas residuais
(Thesis) Arguer
 Edna Beatriz Pedro Santos (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2021 Development of Inferential Models – Prediction of Research Octane Number in Catalytic Reforming Units
Supervisor
 Tiago Alexandre Garcia Dias (PhD)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2020 An Integrated Physics-Informed Process Control Framework and Its Applications to Semiconductor Manufacturing
Supervisor
 Yang Wei-Ting (PhD)
École des Mines de Saint-Étienne, France
2020 Implementation of a Near Infrared methodology for quality control of amino resins
(Thesis) Arguer
 Miguel Sérgio Baptista Gonçalves (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2020 Estimation of Petroleum Products Properties based on Combined NIR and High Resolution 1H NMR technologies
(Thesis) Arguer
 Ana Catarina Lacerda Leal (PhD)
Universidade de Aveiro, Portugal
2020 Detection of Signicant Blood Pressure Events in the Perioperative Care
President of the jury
 Jorge Gabriel Oliveira Melo (Master)
Universidade de Coimbra Departamento de Física, Portugal
2020 Process Analytics for Chemical Reactions Modelling
Supervisor
 Joana Ventura Parker (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2020 Surrogate Models for Process and Controller Optimization
Supervisor
 João Pedro Leonor Coutinho (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2020 Otimização e Simulação em Sistemas de Produção e Logística
Supervisor
 Marta Isabel Perienes Franco (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2020 Analysis and Optimization of the Drying Processo of an Aerogel for Biomedical Applications
Supervisor
 Alberto João Morgado Ribeiro Malafaia Teixeira (Master)
Universidade de Coimbra Departamento de Física, Portugal
2020 Determinação do Teor de Resina e Teor de Voláteis em Papel Impregnado usando Espectroscopia de Infravermelho Próximo
(Thesis) Arguer
 Ana Sofia dos Reis Gonçalves (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 Batch Process Monitoring and Quality Prediction: Development of Coarse-Grained Data-Driven Methodologies
Supervisor
 Ricardo Alberto Reis Silva Rendall (PhD)
Universidade de Coimbra, Portugal
2019 Advanced strategies and modes of implementation of in-situ Raman Spectroscopy in monitoring mammalian processes
(Thesis) Arguer
 Rafael Alexandre Mota Batista Santos (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2019 Identity and connections within medieval heritage: color in the illuminated manuscript through the eyes of the molecular sciences and humanities
(Thesis) Arguer
 Paula Sofia Fonseca Nabais (PhD)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2019 Data-Driven Quality by Design for Complex Generic Drug Products
Supervisor
 Paulo Francisco Constantino Valente (Master)
Universidade de Coimbra Departamento de Física, Portugal
2019 Otimização de Processos Analíticos no Âmbito da Indústria Farmacêutica com Abordagem às Metodologias Lean Seis-Sigma de Gestão da Melhoria Contínua
Supervisor
 Glória Marina Larangeiro da Costa Ferreira (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2019 Determinação do teor de resina e teor de voláteis em papel impregnado usando espetroscopia de infravermelho próximo
(Thesis) Arguer
 Marta Alves Ribeiro (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 Performance Analytics Solution in an E-Commerce Business Model
(Thesis) Arguer
 Basílio Miguel da Silva Ramos Dias (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 The impact of enhanced product imagery on an e-commerce business
(Thesis) Arguer
 Gonçalo Barbosa Camiña Barata Rebelo (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 Ensuring Quality of Material Master Data in ERP Systems - A Case Study in the Glass Container Industry
(Thesis) Arguer
 Miguel Constantino Cruz (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 Estudo da Variabilidade da Massa Volúmica em Rolhas Neutrocork
Supervisor
 Ricardo Jorge Coelho Mendonça (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2018 Equipment Behaviour Modelling for Fault Diagnosis and Deterioration Prognosis in Semiconductor Manufacturing
(Thesis) Arguer
 Hamideh Rostami (PhD)
École des Mines de Saint-Étienne, France
2018 Caraterização de óleos lubrificantes e estudos de regeneração por extração com solventes verdes.
(Thesis) Arguer
 Carolina Tavares Pinheiro (PhD)
2018 Oral Films: Exploring Formulation Tailoring and Clinical Proof of Concept
(Thesis) Arguer
 Branca Margarida Almeida Silva (PhD)
Universidade de Coimbra, Portugal
2018 Machine Learning and Deep Learning for Prognostics and Predictive Maintenance of Aeronautical Equipment
(Thesis) Arguer
 Márcia Lourenço Baptista (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2018 Development of New Resines and Characterization Technologies for Laminates
(Thesis) Arguer
 Ana Sílvia Marques Henriques (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2018 Chemometrics and Process Analytical technology: Applications in Pharmaceutical and Biopharmaceutical Industries
(Thesis) Arguer
 Francisca Folque Gouveia (PhD)
Københavns Universitet Det Natur- og Biovidenskabelige Fakultet, Denmark
2018 Técnicas de Aprendizagem Profunda para avaliação de resposta ao tratamento no Linfoma de Hodgkin
President of the jury
 Gisele Pereira (Master)
Universidade de Coimbra Departamento de Física, Portugal
2018 Otimização de um processo de secagem numa fábrica de papel reciclado
(Thesis) Arguer
 João Filipe Fonseca Miranda (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2017 Process Analytical Technology for Batch and Continuous Pharmaceutical Processes’ Supervision
(Thesis) Arguer
 Ana Filipa Tavares da Silva (PhD)
Universidade do Porto Faculdade de Farmácia, Portugal
2017 Optimisation er reduction de la variabilité d’une nouvelle architecture mémoire non volatile ultra basse consummation
(Thesis) Arguer
 El Amine Agharben (PhD)
Université de Lyon, France

École des Mines de Saint-Étienne, France
2017 A contribution to statistical modelling of lifecycle cost of jet engines
(Thesis) Arguer
 Jean-Loup Loyer (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2017 iLook over you
(Thesis) Arguer
 Nuno Henrique Pereira Martins Pinheiro (Master)
Universidade de Coimbra Departamento de Física, Portugal
2016 Characterization and optimization of high density plasma etching processes for advanced memories application
President of the jury
 María Rízquez (PhD)
Université de Lyon, France

École des Mines de Saint-Étienne, France
2016 Development of Bitumens and Analysis of its Productive Process
(Thesis) Arguer
 Catarina Daniela Gonçalves Pinto Varanda (PhD)
Universidade de Aveiro, Portugal
2016 Statistical learning on circular domains for advanced process control in microelectronics
(Thesis) Arguer
 Espéran Padonou (PhD)
École des Mines de Saint-Étienne, France
2016 Advanced Quality Control Strategies for Product Lifecycle Improvement in the Pharmaceutical Industry: Using Quality by Design Elements
(Thesis) Arguer
 Alexandra Hertrampf (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2016 Fault Diagnosis Tools in Multivariate Statistical Process and Quality Control
(Thesis) Arguer
 Santiago Vidal Puig (PhD)
Universitat Politècnica de València, Spain
2016 Planeamento Estatístico de Experiências para Otimização da Operação de Sensores Analíticos
Supervisor
 Catarina Pedrosa Santos (Master)
Universidade de Coimbra Departamento de Física, Portugal
2016 Estimativa de Parâmetros através do Método de Otimização MCSFilter
President of the jury
 Andreia Amador Timóteo (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2016 Simulation and NMPC of PET Esterifier
President of the jury
 Célia Maria Lago Pedro (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2016 Modelação e Simulação Dinâmica de um Digestor Kamyr
President of the jury
 João Cortesão Seiça (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2015 Industrial Process Monitoring Methodologies
(Thesis) Arguer
 Ana Sofia Ramos Brásio (PhD)
Universidade de Coimbra, Portugal
2015 Methods for Online Sequential Process Improvement – Comparison and Applicability in Contemporary Processes
(Thesis) Arguer
 Koen Rutten (PhD)
Katholieke Universiteit Leuven Faculteit Bio-Ingenieurswetenschappen, Belgium
2015 Optimização da Nitração de Aromáticos
(Thesis) Arguer
 Anabela Gonçalves Nogueira (PhD)
Universidade de Coimbra, Portugal
2015 Análise de um Processo Farmacêutico de Mistura de Pós com Espectroscopia NIR e Ferramentas Quimiométricas
(Thesis) Arguer
 Andreia Afonso Rodrigues (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2015 Caracterização do Processo de Recuperação de Metanol na Prio Biocombustíveis S.A.
(Thesis) Arguer
 Sérgio Manuel Rodrigues dos Santos (Master)
Universidade de Aveiro Departamento de Química, Portugal
2015 Otimização da Lavagem Alcalina de Mononitrobenzeno
President of the jury
 Daniel Teixeira Marcos (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2015 Optimização do Processo de Decapagem Química numa Empresa de Produção de Perfis de Aço
President of the jury
 Dina Francisco Domingues (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2014 Development of integrated data-driven frameworks for the monitoring, analysis and control of complex systems
Supervisor
 Tiago Miguel Janeiro Rato (PhD)
Universidade de Coimbra, Portugal
2014 Modeling and Simulation of Spray Drying Processes Based on Quality by Design Principles
(Thesis) Arguer
 João Pedro dos Santos Vicente (PhD)
Universidade de Lisboa Faculdade de Farmácia, Portugal
2014 Application of NMR Technology in the Characterization of Crude Oils and Heavy Residues of Procedure Current
(Thesis) Arguer
 Sandra Lopes Silva (PhD)
Universidade de Aveiro, Portugal
2014 Statistical Process Monitoring for Fault Detection and Diagnosis in (Bio)Chemical Processes
(Thesis) Arguer
 Pieter Van den Kerkhof (PhD)
Katholieke Universiteit Leuven Faculteit Bio-Ingenieurswetenschappen, Belgium
2014 Lean Seis Sigma no Turismo: O Caso da Indústria Hoteleira Portuguesa
Supervisor
 Sílvia Carvalho dos Santos Rocha (Master)
Universidade de Coimbra Departamento de Engenharia Mecânica, Portugal
2014 Multivariate Statistical Analyses for Multimodal Brain Imaging Data
(Thesis) Arguer
 Fábio Daniel Santos Ferreira (Master)
Universidade de Coimbra Departamento de Física, Portugal
2013 Analysis of Statistical Process Monitoring for (Bio)Chemical Batch Processes
(Thesis) Arguer
 Jef Vanlaer (PhD)
Katholieke Universiteit Leuven Faculteit Bio-Ingenieurswetenschappen, Belgium
2013 Comparação de Abordagens Monoescala e Multiescala baseadas em Dados e Modelos para a Filtragem de Sinais em linha.
Supervisor
 Ricardo Alberto Reis Silva Rendall (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2013 Análise da Demanda Iónica de um Processo Papeleiro – Influência de Variáveis de Processo
(Thesis) Arguer
 Tiago Rebelo Marques (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2013 Exa4Life Business Development
Supervisor
 Joana Isabel de Campos Gante (Master)
Universidade de Coimbra Departamento de Física, Portugal
2012 Le Verte et le Rouge: A Study on the Materials, Techniques and Meaning of the Green and Red Colours in Medieval Portuguese Illuminations
(Thesis) Arguer
 Catarina Amélia Pereira Miguel (PhD)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2012 New Methodologies for Madeira Wine Ageing Characterization and Monitoring
(Thesis) Arguer
 Ana Cristina Rebola Pereira (PhD)
Universidade de Coimbra, Portugal
2012 Modelo de Negócio para Ambient Assisted Living
Supervisor
 Ana Cristina Cleto Leitão (Master)
Universidade de Coimbra Departamento de Física, Portugal
2012 Business Development
Supervisor
 Sérgio Manuel Prazeres Pinto (Master)
Universidade de Coimbra Departamento de Engenharia Civil, Portugal
2011 Differentiation of Clonal Variants of the Burkholderia capcia Complex Isolated during Chronic Respiratory Infection in Cystic Fibrosis Patients with FTIR Spectroscopy
(Thesis) Arguer
 Carla Patrícia da Silva Coutinho (PhD)
Universidade do Porto Faculdade de Farmácia, Portugal
2011 Relatório de Actividade Profissional: Gestão da Qualidade e Operações na Produção de Componentes Plásticos para a Indústria Automóvel
Supervisor
 Ana Margarida Monteiro Guerra e Silva (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2011 Monitorização do Sistema de HACCP e Controlo Estatístico do Peso dos Produtos da Fábrica de Pastelaria S. Silvestre, Lda
(Thesis) Arguer
 Ana Cristina de Sousa Leite (Master)
Instituto Politécnico de Coimbra Instituto Superior de Engenharia de Coimbra, Portugal
2011 Business Development: BlueWorks
(Thesis) Arguer
 Alexandre Daniel Brito de Sousa (Master)
Universidade de Coimbra Departamento de Física, Portugal
2011 Implementação da Metodologia Lean Seis-Sigma – O Caso do Serviço de Oftalmologia dos Hospitais da Universidade de Coimbra
Supervisor
 Sérgio Matos Dias (Master)
Universidade de Coimbra Departamento de Física, Portugal
2011 Modeling and Simulation of a Lab-Scale Polymerization Reactor
(Thesis) Arguer
 Jaquelino Nascimento da Rosa (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2011 Modelação e Optimização de uma Unidade de Produção de Microalgas
Supervisor
 Jorge Miguel Carvalho Rosa (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2011 Desenvolvimento de um Conceito de Negócio para Soluções no Sector dos Cuidados de Saúde Integrando Electrónica
Supervisor
 Mariana Neto Costa (Master)
Universidade de Coimbra Departamento de Física, Portugal
2010 Estratégias de Introdução de Produtos e Serviços para Higienização em Indústrias Alimentares
Supervisor
 Patrícia Gouveia (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2010 Medição de Frequência Cardíaca a partir de um Sensor Colocado no Pulso – Desenvolvimento do Software
Supervisor
 José Miguel da Silva Figueiredo Medeiros (Master)
Universidade de Coimbra Departamento de Física, Portugal
2010 Medição de Frequência Cardíaca a partir de um Sensor Colocado no Pulso – Desenvolvimento do Hardware
Supervisor
 Rui Miguel Silva Martins (Master)
Universidade de Coimbra Departamento de Física, Portugal
2010 Desenvolvimento de uma Abordagem Sistemática de Apoio à Aquisição de Equipamentos Biomédicos
Supervisor
 Ângela Filipa Simões Lopes (Master)
Universidade de Coimbra Departamento de Física, Portugal
2010 Métodos de Taguchi Aplicados à Análise Cromatográfica na Identificação de Isocianatos.
(Thesis) Arguer
 Fabiana da Silva Jorge (Master)
Universidade Nova de Lisboa, Portugal
2010 Análise do Desempenho de Cartas Multivariadas com Dados Autocorrelacionados, Carta T2 e Carta DPCA
(Thesis) Arguer
 Teresa Maria Martins dos Santos Neves (Master)
Universidade Nova de Lisboa, Portugal
2010 Análise do Desempenho de Cartas Multivariadas com Dados Autocorrelacionados, Carta T2 e Carta DPCA
(Thesis) Arguer
 Teresa Maria Martins dos Santos Neves (Master)
Universidade Nova de Lisboa, Portugal
2010 Qualidade de Sistemas Informáticos na Indústria Farmacêutica
Supervisor
 Micaela Bento e Castro (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2010 Implementação Integrada de SPC e EPC na Melhoria Contínua do Processo
(Thesis) Arguer
 Octávio Ferreira Ramalho (Master)
Universidade Nova de Lisboa, Portugal
2009 Processos de Reciclagem na Indústria das Velas
Supervisor
 Vera Lúcia Madeira Marques (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2009 Supervisão de Sistemas de Controlo
Supervisor
 Tiago Miguel Janeiro Rato (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2009 Análise de Dados na Indústria Papeleira
Supervisor
 Ana Patrícia Duarte Ferreira Pocinho (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2009 Análise de Dados Genómicos
Supervisor
 Véronique Imperatriz Medeiros Gomes (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2009 Desenvolvimento de uma Interface Gráfica em Matlab para Métodos de Determinação de Parâmetros Cinéticos baseados em Dados Termoanalíticos
(Thesis) Arguer
 Ana Teresa Pato de Macedo Simões (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2008 Implementação da Metodologia Seis Sigma numa Indústria Cerâmica Portuguesa
Supervisor
 Gonçalo Dordio Martinho de Almeida Urbano (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2008 Relações entre Motivação, Resultados de Avaliação de Desempenho e Satisfação de Clientes: o caso do CTCV
Supervisor
 Marta Luísa Agante Leonardo Ferreira (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2008 Métodos Expeditos para Avaliação da Estabilidade Dimensional do Papel
Supervisor
 Tânia Raquel da Mota Mendes (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2008 Aproveitamento de Resíduos Florestais no Contexto de São Tomé e Príncipe
Supervisor
 Ineide Cruz Pinheiro (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2008 Influência dos Parâmetros Processuais no Rendimento do Cozimento da Madeira de Eucalipto
(Thesis) Arguer
 Luísa Alexandra Cavaleiro Ribeiro (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2008 Modelos Matemáticos da Regulação do Sistema Glicose-Insulina
(Thesis) Arguer
 Inês de Jesus Saraiva (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2008 Desenvolvimento de Materiais Compósitos Semi-Transparentes de Madeira e Polímero
Thesis Member
 Paulo Alexandre Neves Dias (Master)
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal

Committee member

Activity description
Role 		Institution / Organization
2023 - Current Member of the Editorial Board da revista Chemometrics and Intelligent Laboratory Systems, Elsevier
2022 - Current Member of the International Advisory Panel of Chemical Engineering Science, Elsevier
2021 - Current Associate Editor of Statistical Papers, Springer Nature
2021 - Current Member of the Editorial Board of Processes, MDPI
2017 - Current Membro do working group on “Statistics in the shipping industry”
Member
2016 - Current Membro do grupo de investigação “Industrial Big Data and Visual Analytics” do CNPq (Conselho Nacional de Pesquisa do Brasil)
Member
2016 - 2018 Member of the Editorial Board of the journal, Quality Engineering
Member

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2022 - Current Estatística Industrial (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2021 - Current Tratamento de Dados (Licenciatura) Universidade de Coimbra, Portugal
2021 - Current Introdução à Estatística Industrial (Licenciatura) Universidade de Coimbra, Portugal
2021 - Current Ciência dos Dados para a Melhoria da Qualidade (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2020 - Current Valorização Social, Ambiental, Económica e Tecnológica da Floresta Universidade de Coimbra, Portugal
2014 - Current Gestão da Melhoria de Processos Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2009 - Current Engenharia de Processos e Sistemas Programa de Doutoramento em Engenharia da Refinação, Petroquímica e Química (Doutoramento) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2021 - 2023 Estatística para a Ciência dos Dados (Licenciatura) Universidade de Coimbra, Portugal
2021 - 2022 Pipelines para Análise de Processos Inteligentes
2013 - 2022 Engenharia e Sistemas da Qualidade Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2013 - 2022 Estatística Aplicada Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2013 - 2021 Gestão e Empreendedorismo (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2011 - 2021 Tópicos Avançados em Engenharia e Gestão da Qualidade Programa doutoral em Engenharia Química (Doutoramento) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2015 - 2019 Projeto Integrado Programa de Doutoramento em Engenharia da Refinação, Petroquímica e Química (Doutoramento) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2011 - 2019 Gestão Empreendedorismo e Propriedade Intelectual Mestrado de Química (Mestrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2010 - 2019 Técnicas Avançadas de Modelação e Simulação Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2019 Processos de Gestão Mestrado Integrado em Engenharia Biomédica (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2006 - 2019 Controlo de Qualidade e Manutenção Engenharia Electrotécnica e de Computadores (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2018 Criação de Empresas e Bioempreendedorismo Mestrados em Biologia Celular e Molecular, Bioquímica e Ecologia (Mestrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2013 - 2014 Estratégias de Investigação Plano doutoral em Engenharia Química (Doutoramento)
2008 - 2012 Inovação e Empreendedorismo “Curso de Especialização em Energia para a Sustentabilidade”, “Mestrado em Energia para a Sustentabilidade” e “Doutoramento em Sistemas Sustentáveis de Energia”, ministrados no âmbito da iniciativa Energy for Sustainability (EfS) (Doutoramento) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2012 Gestão e Empreendedorismo I Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2012 Gestão e Empreendedorismo II Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2012 Qualidade, Ambiente, Segurança e Licenciamento Industrial Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2011 Engenharia e Gestão da Qualidade Mestrado em Engenharia Física (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2011 Problemas Integrados de Engenharia Química II Mestrado Integrado em Engenharia Química (Mestrado integrado)
2006 - 2011 Engenharia e Gestão da Qualidade Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2009 - 2010 Competências Industriais Complementares Programa de Doutoramento em Engenharia da Refinação, Petroquímica e Química (Doutoramento) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2010 Supervisão de Processos Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2008 - 2009 Estatística da Qualidade Mestrado em Aplicações Industriais de Polímeros (Mestrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2006 - 2007 Gestão I Engenharia Química, Engenharia dos Materiais, Engenharia Biomédica, Engenharia Física (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2006 - 2007 Economia I Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2006 - 2007 Gestão II Engenharia Química, Engenharia de Materiais (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2006 - 2007 Economia II Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2006 - 2007 Legislação e Gestão do Ambiente Engenharia do Ambiente (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2005 - 2006 Computação Aplicada II (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2000 - 2006 Laboratórios de Engenharia Química II Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2002 - 2003 Práticas de Computação Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1998 - 2003 Tratamento de Dados Experimentais (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1998 - 2002 Optimização Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1997 - 2001 Laboratórios de Engenharia Química I (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1998 - 2000 Tecnologia da Celulose Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1997 - 1999 Operações Unitárias I Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1997 - 1998 Operações Unitárias II Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal

Evaluation committee

Activity description
Role 		Institution / Organization Funding entity
2022 - 2022 Avalidador de candidaturas para o Sistema de Incentivos à Produção de Conhecimento Científico e Tecnológico da Região Autónoma da Madeira. O “PROCiência 2020” tem o seu enquadramento no Eixo Prioritário 1 - “Reforçar a Investigação, o Desenvolvimento Tecnológico e a Inovação
Evaluator
2022 - 2022 Júri da 3ª Edição do programa de financiamento “Projetos Semente de Investigação Científica Interdisciplinar” da Universidade de Coimbra. Área Estratégica do Digital, Indústria e Espaço
Other
2021 - 2021 Júri da 2ª Edição do programa de financiamento “Projetos Semente de Investigação Científica Interdisciplinar” da Universidade de Coimbra. Área Estratégica do Digital, Indústria e Espaço
Other
2020 - 2020 Júri do Concurso de Financiamento Santander para Projetos Semente de Investigação e Desenvolvimento “Era Pós-COVID-19: uma sociedade mais sustentável, resiliente e justa”.
Other
2014 - 2014 Evaluation panel of “Industrieel Onderzoeksfonds” (IOF) for the Belgium government
2014 - 2014 Evaluation panel for the Research Foundation Flanders (Fonds Wetenschappelijk Onderzoek - Vlaanderen, FWO) Fonds Wetenschappelijk Onderzoek Vlaanderen, Belgium

Interview (newspaper / magazine)

Activity description Newspaper / Forum
2021 Descontaminar máscaras TVEuropa
2021 Descontaminação de máscaras Diário de Notícias

Interview (tv / radio show)

Program Topic
2021 - 2021 Jornal da Uma Reutilização de máscaras por descontaminação
2021 - 2021 E=mc2 Reutilização de máscaras por descontaminação
2021 - 2021 Antena 2 Ciência Reutilização de máscaras por descontaminação
2014 - 2014 Repúblicas do saber Envelhecimento do Minha da Madeira

Mentoring / Tutoring

Topic Student name
2021 - 2021 Estágio na área do tratamento de dados industriais (petroquímica) Giulia Clare
2021 - 2021 Estágio na área de Machine Learning em Engenharia Química Vasco Alves
2021 - 2021 Estágio na área da otimização das condições experimentais para produção de pasta Rodrigo Moreira
2020 - 2020 Análise e de dados recolhidos de um estudo a ser realizado nas minas da Panasqueira Inês Sousa
2018 - 2019 Análise e processamento de imagens híper-espectrais Annapia Soccio
2018 - 2019 Monitorização da produção de biodiesel em tempo real Michele Barbiero
2015 - 2015 Estágio na área do Planeamento Estatístico de Experiências Catarina Santos
2015 - 2015 Estágio na área do Planeamento Estatístico de Experiências Marco Alberto
2015 - 2015 Estágio na área do Planeamento Estatístico de Experiência Rita Roque

Other jury / evaluation

Activity description Institution / Organization
2024 - 2024 Process improvement by data-driven decision-making Universidade do Porto Faculdade de Engenharia, Portugal
2023 - 2023 Desenvolvimento de Metodologias Integradas de Tecnologia Analítica e de Aprendizagem por Máquina para a Melhoria da Gestão de Óleos Lubrificantes Usados Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2023 - 2023 Desenvolvimento de Metodologias Avançadas para a Monitorização Distribuída de Processos Industriais Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2022 - 2022 Digital Ultra-fast Biologics Development: Application to CHO expressing mAB Universidade Nova de Lisboa, Portugal
2022 - 2022 Prediction of Formaldehyde and Formaldehyde based Resins Properties Based on NIR Technology Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2022 O contributo das ferramentas de apoio ao processo de tomada de decisão no setor industrial, no novo paradigma da Indústria 5.0 Universidade do Minho, Portugal
2021 - 2021 Impacto de Novas Estratégias de Envelhecimento nas Características Físico-Químicas e Organoléticas do Vinho Madeira Universidade da Madeira Centro de Competência de Ciências Exatas e da Engenharia, Portugal
2021 - 2021 Biosorption of functional compounds from agro-waste: screening and process optimization Universidade da Madeira Centro de Competência de Ciências Exatas e da Engenharia, Portugal
2021 - 2021 A abordagem Seis Sigma em contextos de Transformação Digital: uma nova perspetiva Universidade do Minho, Portugal
2020 - 2020 Embedded Intelligence Layer – Novel Tools and Techniques Universidade do Minho, Portugal
2019 - 2019 Multi-dimensional multiscale entropy measures: application to dermoscopic images and CT scans Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2019 - 2019 Parsimonious Integration of Knowledge and Data-Driven Modeling for Process Analysis and Improvement Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2019 - 2019 A Multipurpose Framework for Heterogeneous Sensor Fusion in Big Data Industrial Environments Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2019 - 2019 High Dimensional Stability Papers Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2019 - 2019 Classification of crude oil for refining and quality control based on combined GC, NIR and H NMR spectroscopy Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018 Quality by Design for Advance Pharmaceutical Manufacturing 4.0 Universidade de Coimbra Faculdade de Farmácia, Portugal
2018 - 2018 Integrated Sustainable Water-Energy-Food nexus quality management system model proposal for agro-bioenergy companies Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2018 - 2018 Root Cause Analysis in Semiconductor Manufacturing: A Propositional Vs. Relational Approach Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017 Desenvolvimento de sensores inferenciais para a previsão de propriedades relevantes em gasolinas e gasóleos Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2016 - 2016 Desenvolvimento de inferenciais de RON para unidades de Reformação Catalítica e Semi-Reginerativa e Contínua Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2016 - 2016 Multi-block methods for handling complex and heterogeneous data structures in industry Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2007 Modelação e Simulação do Sistema Regulador da Glicose-Insulina Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2007 Sistema de Aquisição de Dados com Recurso a Código Livre e Aberto Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2007 Sistemas de Aquisição de Dados: Instalação para Medição de Densidades Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2007 Controlo e Garantia da Qualidade numa Indústria do Sector Agroalimentar Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
Distinctions

Award

2020 Fulbright Scholar Grant Award for conducting research activities at MIT
Fulbright Portugal, Portugal
2018 Prémio Professor Almiro e Castro
Ordem dos Engenheiros, Portugal
2017 Best Paper Award published in the journal Processes

Title

2019 Honorary Member of the European Network for Business and Industrial Statistics
European Network for Business and Industrial Statistics (ENBIS), Netherlands

Other distinction

2019 Best Poster Award on “Data Analysis in Food Science”
2019 Best Poster Award (Pharmaceutical Science)
2016 One of the eigth invited authors for the Special Issue of Chemical Engineering Progress dedicated to Big Data Analytics (March 2016).
American Institute of Chemical Engineers, United States
2016 Best poster award (SAS)
2015 Best Poster Award at the World Quality Forum
2010 Best article of the year published in the journal "Qualidade".
2008 Best Oral Presentation Award (CHEMPOR)
2007 Best poster award (Tecnicelpa)
2006 Best poster award (ENBIS)
2005 Best Presentation Award (Applied Stochastic Models in Business and Industry/ENBIS)
1995 Best student in the pulp and paper technology course of 1995