Susana Faria (AF19-FD90-5C40)

Curriculum Vitae

Susana Faria

Susana Faria is an Assistant Professor in the Department of Mathematics at the School of Sciences, University of Minho and a Researcher at Universidade do Minho Centro de Matemática (CMAT). She completed her Ph.D. in Engineering Sciences at the Faculty of Engineering, University of Porto, a master's degree in Applied Mathematics at the Faculty of Sciences, University of Porto, and a bachelor's degree in Electrical and Computer Engineering at the Faculty of Engineering, University of Porto. She is the author/co-author of over fifty articles published in scientific journals (h index = 22, Scopus). She has supervised 3 completed PhD theses and 26 MSc dissertations. Additionally, she is currently supervising two ongoing doctoral theses and four masters theses. Her main scientific areas of interest include regression models, mixture models, and mathematical modeling.

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Identification

Personal identification

Full name: Susana Faria

Citation names

Faria, Susana

Author identifiers

Ciência ID: AF19-FD90-5C40
ORCID iD: 0000-0001-8014-9902

Education

	Degree	Classification
2006 Concluded	Ciências de Engenharia (Doutoramento) Universidade do Porto Faculdade de Engenharia, Portugal "Modelos de Mistura: Aplicações em Análise de Regressão" (THESIS/DISSERTATION)
2002 - 2003 Concluded	Pós-Graduação em Estatística (Postgraduate Certificate) Université de Neuchâtel, Switzerland
1998 Concluded	Mestrado em Matemática Aplicada (Mestrado) Universidade do Porto Faculdade de Ciências, Portugal "Elementos de Modelação, Simulação e Tratamento Estatístico do Tráfego" (THESIS/DISSERTATION)
1994 Concluded	Engenharia Eletrotécnica e de Computadores (Licenciatura) Universidade do Porto Faculdade de Engenharia, Portugal

Affiliation

Science

	Category Host institution	Employer
2022 - Current	Principal Investigator (Research)	Universidade do Minho Centro de Matemática, Portugal

2018 - 2022	Principal Investigator (Research)	Universidade do Minho Centro de Biologia Molecular e Ambiental, Portugal

2008 - 2017	Principal Investigator (Research)	Universidade do Minho Centro de Matemática, Portugal

Teaching in Higher Education

	Category Host institution	Employer
2006/07/19 - Current	Assistant Professor (University Teacher)	Universidade do Minho - Campus de Azurém, Portugal

1998/04 - 2006/07	Assistant (University Teacher)	Universidade do Minho - Campus de Azurém, Portugal

1995/12 - 1998/04	Trainee Assistant (University Teacher)	Universidade do Minho - Campus de Azurém, Portugal

1995/03 - 1995/12	Trainee Assistant (University Teacher)	Universidade Católica Portuguesa, Portugal

Positions / Appointments

	Category Host institution	Employer
2022 - Current	Course Director: Bachelor in Applied Statistics	Universidade do Minho, Portugal

2018 - 2020	Course Director: Master Degree in Statistics	Universidade do Minho, Portugal

Projects

Grant

	Designation	Funders
2023 - Current	PhD grant of Ana Assunção Ferreira Moreira 2022.12256.BD Supervisor	Ongoing
2018 - 2022	PhD grant of Ana Luísa Novais Marques SFRH/BD/139121/2018 Supervisor	Concluded
2010 - 2014	PhD grant of Shirin Shahriari SFRH/BD/51164/2010 Supervisor	Concluded
2002/10/01 - 2003/03/31	REGRESSÃO EM MISTURAS DE DISTRIBUIÇÕES MULTIDIMENSIONAIS SFRH/BD/9220/2002 Research Fellow Université de Neuchâtel, Switzerland	Fundação para a Ciência e a Tecnologia Concluded

Contract

	Designation	Funders
2023/03/05 - 2026/03/04	IMProving users' s sAfety perCepTion of shared streets: Auditory, visual and geometry-based strategies 2022.06271.PTDC. Researcher Fundação para a Ciência e a Tecnologia, Portugal	Ongoing
2018 - 2022/10	Improving spatial estimation and survey design through preferential sampling in fishery and other biological applications PTDC/MAT-STA/28243/2017 Researcher	Fundação para a Ciência e a Tecnologia Concluded
2019/07/03 - 2022/07/02	POLY.WELD - metodologia de desenvolvimento e teste de painéis de instrumentos multiuso para o habitáculo automóvel obtidos por soldadura a laser POCI-01-0247-FEDER-040232 Researcher	Concluded
2019/01/01 - 2019/12/31	CENTRO DE BIOLOGIA MOLECULAR E AMBIENTAL UID/BIA/04050/2019 Universidade do Minho Centro de Biologia Molecular e Ambiental, Portugal Universidade do Minho, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2011/01/01 - 2013/12/31	Projecto Estratégico - UI 13 - 2011-2012 PEst-C/MAT/UI0013/2011 Universidade do Minho, Portugal Universidade do Minho Centro de Matemática, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2007 - 2008	Sistema de Classificação de Doentes em Enfermagem: Estudo de Novas Valências para a Criação de Instrumentos para a Classificação de Doentes em Enfermagem nas áreas de Pediatria Oncológica, Lesões Vertebro-Medulares (fase aguda) e Cardiologia Intensiva¿ ------ Researcher	Concluded
2006 - 2007	Census Vivo CV/PVI/0782 2006- 2007 Researcher

Other

	Designation	Funders
2021/01/01 - 2025/12/31	Aquatic Research Infrastructure Network LA/P/0069/2020 10.54499/LA/P/0069/2020 Universidade do Minho, Portugal Instituto Politécnico de Leiria, Portugal Universidade do Algarve, Portugal Universidade Nova de Lisboa, Portugal Instituto Universitário de Ciências Psicológicas Sociais e da Vida, Portugal FCiênciasID Associação para a Investigação e Desenvolvimento de Ciências, Portugal Universidade de Évora, Portugal Universidade do Minho Centro de Biologia Molecular e Ambiental, Portugal Universidade de Coimbra, Portugal Universidade de Lisboa Faculdade de Ciências, Portugal Agência Regional para o Desenvolvimento da Investigação Tecnologia e Inovação, Portugal Universidade Nova de Lisboa Associação para a Inovação e Desenvolvimento da FCT, Portugal Centro de Ciências do Mar e do Ambiente, Portugal	Fundação para a Ciência e a Tecnologia Ongoing

Outputs

Publications

Book chapter	J. Morais, R. Sousa, S. Faria. "Perturbation Methods: an application to a real dataset.". In Theoretical and Applied Statistics - Special Issue: High-quality and timely statistics: new methods and applications.. 2024. Accepted Susana Faria; Carla Salgado. "A Bivariate Multilevel Analysis of Portuguese Students". 470-480. Springer International Publishing, 2020. 10.1007/978-3-030-58808-3_34 Rodrigues, Jéssica; Gonçalves, Arminda Manuela; Faria, Susana; Simães, Clara; Gomes, António Rui. "O papel mediador da avaliação cognitiva na relação entre a mútua interferência trabalho-família e o Burnout". In Classificação e Análise de Dados ¿ Métodos e Aplicações III, 211-220. 2019. D. Catalão, A.M. Gonçalves, S. Faria, J. Oliveira. "Um estudo estatístico para a avaliação do cultivo da vinha (Minho e Galiza).". In Classificação e Análise de Dados-Métodos e Aplicações III – CLADMAp III. 2019. Santos, A.; Freitas, E.; Faria, S.; Oliveira, J.R.M.; Rocha, A.M.A.C.. "Degradation prediction model for friction in highways". In Lecture Notes in Computer Science. 2014. Published • 10.1007/978-3-319-09150-1_44 Shahriari, S.; Faria, S.; Gonçalves, A.M.; Van Aelst, S.. "Outlier detection and robust variable selection for least angle regression". In Lecture Notes in Computer Science. 2014. Published • 10.1007/978-3-319-09150-1_37
Conference paper	A. Bastos; B. Silva; D. Arruda; P. Araújo; S. Faria; F. Ferreira. "Comparing LSTM, GRU, and CNN for Forecasting the Density of Mobile Network Users and Flows.". Paper presented in International Conference of Numerical Analysis and Applied Mathematics (ICNAAM- 2023), 2023. Accepted A. Santos, E. Freitas, S. Faria, J. Oliveira e A.M. Rocha.. "Degradation of Friction Performance Indicator Over the Time in Highways Using Linear Mixed Models.". Paper presented in 18th International Road Federation World Meeting and Exhibition, Sustainable Civil Infrastructures, Dubai, 2021. Published Faria, S.; Salgado, C.. "A Bivariate Multilevel Analysis of Portuguese Students.". Paper presented in The 20th International Conference on Computational Science and its Applications (ICCSA2020), 2020. Published C.S. Silva; A. M. Gonçalves; S. Faria. "Statistical modeling in the analysis of river water quality monitoring sites.". Paper presented in International Workshop on Statistical Modelling (IWSM2019), 2019. Published J. Mendes; R. Menezes; S. Faria; A. Silv. "Analysis of regional and temporal patterns in chub mackerel landings in Portugal.". Paper presented in International Workshop on Statistical Modelling (IWSM2019), 2019. Published Teixeira, L.; Machado, V.; Gonçalves, A.M.; Faria, S.; Felício, M.. "Statistical analysis of health inequalities in the northern region of Portugal". 2018. 10.1063/1.5079171 Costa E Silva, E.; Lopes, I.C.; Correia, A.; Faria, S.. "Consumer default risk assessment in a banking institution". 2016. 10.1063/1.4968736 A. Neco, R. Menezes e S. Faria. "Influências das Variações Climáticas na Incidência de Casos de Dengue na Cidade de Goiânia.". Paper presented in II Encuentro Galaico-Português de Biometria BIOAPP2016, 2016. Published Monteiro, Nelson; Martins, Albino; Pires, Ricardo; Faria, Susana; Fonseca, Nuno A; Moreira, João N.; Reis, Rui L.; Neves, Nuno M.. "TS40 - Immobilization of bioactive factor-loaded liposomes at the surface of electrospun nanofibers targeting tissue engineering strategies". Paper presented in TERM STEM 2013 Nanotechnology as a Tool for Improving Tissue Engineering and Regenerative Medicine, 2013. Published • 10.1002/term.1822 Faria, Susana; Gonçalves, A. Manuela; Gomes, António Rui. "Modelling occupational stress and burnout in portuguese university teachers by using structural equation models". 2013. S. Faria, G. Soromenho. "Measuring the component overlapping in mixtures of linear regressions.". Paper presented in 28th International Workshop on Statistical Modelling (IWSM 2013), 2013. Published Martins, A.; Guimarães, A.; Pinho, E.D.; Faria, S.; Reis, R.L.; Neves, N.M.; Guimaires, A.. "Solving cell infiltration limitations of electrospun nanofiber meshes for tissue engineering applications". 2011. 10.2217/nnm.10.31 Elias, Ana Paula; Taveira, Maria do Céu; Pinto, Joana Carneiro; Gonçalves, Manuela; Faria, Susana; Lent, Robert. "Trajectórias de adaptação à carreira no ensino superior Angolano". 2011. S. Faria, F. Gonçalves. "Modelling Financial Data using Poisson Mixture Approach.". Paper presented in 26th International Workshop on Statistical Modelling (IWSM 2011), 2011. Published M.L. Alves da Silva, A. Martins, A.R. Costa-Pinto, V.M. Correlo, M. Battacharya, S. Faria, A.P. Marques, R.L. Reis e N.M. "Influence of conditioned medium over the chondrogenic differentiation of adult stem cells in 3D co-cultures with articular chondrocytes.". 2011. Published S. Faria, F. Gonçalves. "Testing the Number of Components in Poisson Mixture Regression Models.". Paper presented in COMPSTAT 2010, 2010. Published S. Faria, G. Soromenho. "Comparison of EM and SEM Algorithms in Poisson Regression Models.". Paper presented in Conference Applied Stochastic Models and Data Analysis (ASMDA 2009), 2009. Published S. Faria, G. Soromenho. "Comparison of Mixture and Classification Maximum Likelihood Approaches in Poisson Regression Models.". Paper presented in Computational Statistics (COMPSTAT 2008), 2008. Published S. Faria, G. Soromenho. "Comparison of the mixture and the classification maximum likelihood in regression analysis.". Paper presented in IASC07 – Statistics for Data Mining, Learning and Knowledge Extraction, 2007. G. Melfi , S. Faria. "Detection non-paramétrique robuste d’observations aberrantes et à effet de levier.". Paper presented in XXXVI`emes Journées de la Sociéte de Statistique, 2004.
Conference poster	S. Faria, J. Santos , E. Freitas. "Modelos Lineares Generalizados Mistos: uma aplicação a dados de acidentes rodoviários". Paper presented in XXVI Congresso da Sociedade Portuguesa de Estatística 2023, 2023. L. Novais, S. Faria. "The use of the EM, CEM and SEM algorithms for fitting mixtures of linear mixed models: a simulation study.". Paper presented in XXX Jornadas de Classificação e Análise de Dados (JOCLAD2023), 2023. I. Carvalho, S. Faria, A. Freitas. "Tree-based classification methods for customer NPS analysis". Paper presented in XXX Jornadas de Classificação e Análise de Dados (JOCLAD2023), 2023. A. Moreira e S. Faria. "Seleçãode variáveis em misturas de modelos de regressão linear: um estudo de simulação.". Paper presented in XXVI Congresso da Sociedade Portuguesa de Estatística 2023, 2023. L. Novais, S. Faria. "Mixtures of linear mixed models: variable selection using CEM algorithm.". Paper presented in VIII Workshop on Computational Data Analysis and Numerical Methods (WCDANM), 2022. S. Faria. "A Simulation Study on Variable Selection in Mixture Regression Models". Paper presented in 17th conference of the International Federation of Classification Societies (IFCS 2022), 2022. L. Novais e S. Faria. "Parameter Estimation for Mixtures of Linear Mixed Models: the EM, CEM and SEM Algorithms.". Paper presented in 17th conference of the International Federation of Classification Societies (IFCS 2022), 2022. "Fitting mixtures of linear mixed models: a case study involving fishery data". Paper presented in International Conference on Trends and Perspectives in Linear Statistical Inference (LinStat'2020), 2021. "Statistical models for environmental processes". Paper presented in JOCLAD 2020, 2020. "Performance of Portuguese students: a bivariate multilevel analysis". Paper presented in JOCLAD 2020, 2020. "Desempenho dos alunos portugueses em Matemática: PISA 2015". Paper presented in XXIV Congresso da Sociedade Portuguesa de Estatística, 2019. "Statistical Modeling in the Analysis of Environmental Processes". Paper presented in IWSM 2019, 2019. "Analysis of regional and temporal patterns in chub mackerel landings in Portugal". Paper presented in International Workshop on Statistical Modelling (IWSM 2019), 2019.
Journal article	Mesquita, Ana; Costa, Raquel; Dikmen-Yildiz, Pelin; Faria, Susana; Silvestrini, Gabriela; Mateus, Vera; Vousoura, Eleni; et al. "Changes to women' s childbirth plans during the COVID-19 pandemic and posttraumatic stress symptoms: a cross-national study". Archives of Women's Mental Health (2023): http://dx.doi.org/10.1007/s00737-023-01403-3. 10.1007/s00737-023-01403-3 Ablenya Barros; Michiel Geluykens; Frederico Pereira; Elisabete Freitas; Susana Faria; Luc Goubert; Cedric Vuye. "Beyond noise levels: vehicle classification using psychoacoustic indicators from pass-by road traffic noise and their correlations with speed and temperature". Applied Acoustics 214 (2023): 109716-109716. http://dx.doi.org/10.1016/j.apacoust.2023.109716. 10.1016/j.apacoust.2023.109716 Luísa Novais; Susana Faria. "Variable selection using the EM and CEM algorithms in mixtures of linear mixed models". Journal of Statistical Computation and Simulation (2023): https://doi.org/10.1080/00949655.2023.2176503. 10.1080/00949655.2023.2176503 Leidy Marcela Barón Acela; Susana Faria; Emanuel Sousa; Elisabete Freitas. "Analysis of Pedestrians Road Crossing Behavior, in Social Groups". Transportation Research Record: Journal of the Transportation Research Board (2023): http://dx.doi.org/10.1177/03611981231180206. 10.1177/03611981231180206 Ana Oliveira; S. Faria; Nuno Gonçalves; Albino Martins; Pedro Leão. "Surgical approaches to colonic and rectal anastomosis: systematic review and meta-analysis". International Journal of Colorectal Disease 38 1 (2023): http://dx.doi.org/10.1007/s00384-023-04328-6. 10.1007/s00384-023-04328-6 Ferreira, Gabriela; Faria, Susana; Carvalho, André; Pereira, M. Graça. "Relaxation intervention to improve diabetic foot ulcer healing: Results from a pilot randomized controlled study". (2023): https://hdl.handle.net/1822/84892. 10.1111/wrr.13085 A. Marques; A. Cunha; S. Faria; F.S. Silva; O. Carvalho. "Predictive models on the influence of laser texturing parameters on the Inconel 718 surface by using Nd: YVO4 laser". Optics & Laser Technology 154 (2022): 108320-108320. http://dx.doi.org/10.1016/j.optlastec.2022.108320. 10.1016/j.optlastec.2022.108320 Miranda, Georgina; Faria, Susana; Bartolomeu, Flávio; Pinto, Elodie; Alves, Nuno; Silva, Filipe Samuel. "The influence of laser power and scan speed on the dimensional accuracy of Ti6Al4V thin-walled parts manufactured by selective laser melting". (2022): http://hdl.handle.net/10773/36480. 10.3390/met12071226 Novais, Luísa; Faria, Susana. "Robust order selection of mixtures of regression models with random effects". Computational Statistics (2021): http://dx.doi.org/10.1007/s00180-021-01177-1. 10.1007/s00180-021-01177-1 Novais, Luísa; Faria, Susana. "Selection of the number of components for finite mixtures of linear mixed models". Journal of Interdisciplinary Mathematics 24 8 (2021): 2237-2268. http://dx.doi.org/10.1080/09720502.2021.1889786. Published • 10.1080/09720502.2021.1889786 Shahriari, S.; Faria, S.; Manuela Gonçalves, A.. "A robust sparse linear approach for contaminated data". Communications in Statistics: Simulation and Computation (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85063581030&partnerID=MN8TOARS. 10.1080/03610918.2019.1588304 Vasconcelos, Margarida; Viding, Essi; Sebastian, Catherine L.; Faria, Susana; Almeida, Pedro R.; Gonçalves, Óscar F.; Gonçalves, Rui A.; Sampaio, Adriana; Seara-Cardoso, Ana. "Callous-Unemotional Traits Moderate Anticipated Guilt and Wrongness Judgments to Everyday Moral Transgressions in Adolescents". (2021): http://hdl.handle.net/10316/93832. https://doi.org/10.3389/fpsyt.2021.625328 Santos, Adriana; Freitas, E. F.; Faria, Susana; Oliveira, Joel R. M.; Rocha, Ana Maria A. C.. "Prediction of friction degradation in highways with linear mixed models". (2021): http://hdl.handle.net/1822/72506. 10.3390/coatings11020187 Soares, Carla S.; Babo, Pedro Miguel Sousa; Faria, Susana; Pires, Maria A.; Carvalho, Pedro P.. "Standardized Platelet-Rich Fibrin (PRF) from canine and feline origin: an analysis on its secretome pattern and architectural structure". (2021): http://hdl.handle.net/1822/74828. 10.1016/j.cyto.2021.155695 Simães, C.; Rodrigues, Jéssica; Gonçalves, A. Manuela; Faria, Susana; Gomes, A. Rui. "Work family conflicts, cognitive appraisal, and burnout: testing the mediation effect with structural equation modelling". (2021): http://hdl.handle.net/1822/74681. 10.1111/bjep.12420 Novais, Luisa; Faria, Susana. "Comparison of the EM, CEM and SEM algorithms in the estimation of finite mixtures of linear mixed models: a simulation study". (2021): http://hdl.handle.net/1822/74773. 10.1007/s00180-021-01088-1 Acela, Leidy Marcela Baron; Otila da Costa, Jocilene; Soares, Francisco Emanuel Cunha; Faria, Susana; Prudêncio Jacques, Maria Alice; Freitas, E. F.; Leidy Barón; et al. "Effect of built environment factors on pedestrian safety in Portuguese urban areas". Applied System Innovation 4 2 (2021): 28-28. https://hdl.handle.net/1822/74101. 10.3390/asi4020028 Eliana Costa e Silva; Isabel Cristina Lopes; Aldina Correia; Susana Faria. "A logistic regression model for consumer default risk". Journal of Applied Statistics (2020): https://doi.org/10.1080/02664763.2020.1759030. 10.1080/02664763.2020.1759030 Oliveira, A. N.; Menezes, Raquel; Faria, Susana; Afonso, Paulo; Menezes, R.; Faria, S.; Afonso, P.. "Mixed-effects modelling for crossed and nested data: an analysis of dengue fever in the state of Goias, Brazil". Journal of Applied Statistics (2020): 1-15. http://hdl.handle.net/1822/72623. 10.1080/02664763.2020.1736528 Dionísia Tavares; Teresa Freire; Susana Faria. "Internal and External Factors Underlying Variations in Adolescents’ Daily Optimal Experiences". Journal of Research on Adolescence (2019): https://doi.org/10.1111/jora.12522. 10.1111/jora.12522 Elisa Bacelo; Marta Alves da Silva; Cristina Cunha; S. Faria; Carvalho, A.; Rui L. Reis; Albino Martins; et al. "Biofunctional Nanofibrous Substrate for Local TNF-Capturing as a Strategy to Control Inflammation in Arthritic Joints". Nanomaterials (2019): https://www.mdpi.com/2079-4991/9/4/567. 10.3390/nano9040567 Miranda, G.; Faria, S.; Bartolomeu, F.; Pinto, E.; Alves, N.; Peixinho, N.; Gasik, M.; Silva, F.S.. "A study on the production of thin-walled Ti6Al4V parts by selective laser melting". Journal of Manufacturing Processes 39 (2019): 346-355. http://www.scopus.com/inward/record.url?eid=2-s2.0-85062712279&partnerID=MN8TOARS. 10.1016/j.jmapro.2018.12.036 Cartaxo, A.L.; Costa-Pinto, A.R.; Martins, A.; Faria, S.; Gonçalves, V.M.F.; Tiritan, M.E.; Ferreira, H.; Neves, N.M.. "Influence of PDLA nanoparticles size on drug release and interaction with cells". Journal of Biomedical Materials Research - Part A 107 3 (2019): 482-493. http://www.scopus.com/inward/record.url?eid=2-s2.0-85057459610&partnerID=MN8TOARS. 10.1002/jbm.a.36563 Ferreira, H.; Martins, A.; Alves Da Silva, M.L.; Amorim, S.; Faria, S.; Pires, R.A.; Reis, R.L.; Neves, N.M.. "The functionalization of natural polymer-coated gold nanoparticles to carry bFGF to promote tissue regeneration". Journal of Materials Chemistry B 6 14 (2018): 2104-2115. http://www.scopus.com/inward/record.url?eid=2-s2.0-85045027063&partnerID=MN8TOARS. 10.1039/c7tb03273k Silva, E.; Freire, T.; Faria, S.; Silva, Eliana; Freire, Teresa; Faria, Susana. "Concurrent and Lagged Relations between Emotion Regulation and Affect in Adolescents' Daily Life". The Spanish journal of psychology 21 (2018): E67-E67. http://www.scopus.com/inward/record.url?eid=2-s2.0-85059180574&partnerID=MN8TOARS. 10.1017/sjp.2018.61 Silva, E.; Freire, T.; Faria, S.. "The Emotion Regulation Strategies of Adolescents and their Parents: An Experience Sampling Study". Journal of Child and Family Studies 27 6 (2018): 1774-1785. http://www.scopus.com/inward/record.url?eid=2-s2.0-85041899515&partnerID=MN8TOARS. 10.1007/s10826-018-1015-6 Piai, J.F.; da Silva, M.A.; Martins, A.; Torres, A.B.; Faria, S.; Reis, R.L.; Muniz, E.C.; Neves, N.M.. "Chondroitin sulfate immobilization at the surface of electrospun nanofiber meshes for cartilage tissue regeneration approaches". Applied Surface Science 403 (2017): 112-125. http://www.scopus.com/inward/record.url?eid=2-s2.0-85010189162&partnerID=MN8TOARS. 10.1016/j.apsusc.2016.12.135 Gomes, A.R.; Faria, S.; Vilela, C.. "Anxiety and burnout in young athletes: The mediating role of cognitive appraisal". Scandinavian Journal of Medicine and Science in Sports 27 12 (2017): 2116-2126. http://www.scopus.com/inward/record.url?eid=2-s2.0-85017397750&partnerID=MN8TOARS. 10.1111/sms.12841 Lent, R.W.; Taveira, M.D.C.; Figuera, P.; Dorio, I.; Faria, S.; Gonçalves, A.M.. "Test of the Social Cognitive Model of Well-Being in Spanish College Students". Journal of Career Assessment 25 1 (2017): 135-143. http://www.scopus.com/inward/record.url?eid=2-s2.0-85008516878&partnerID=MN8TOARS. 10.1177/1069072716657821 Alves da Silva, M.; Martins, A.; Costa-Pinto, A.R.; Monteiro, N.; Faria, S.; Reis, R.L.; Neves, N.M.. "Electrospun Nanofibrous Meshes Cultured With Wharton's Jelly Stem Cell: An Alternative for Cartilage Regeneration, Without the Need of Growth Factors". Biotechnology Journal 12 12 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85038372797&partnerID=MN8TOARS. 10.1002/biot.201700073 Bartolomeu, F.; Faria, S.; Carvalho, O.; Pinto, E.; Alves, N.; Silva, F.S.; Miranda, G.; et al. "Predictive models for physical and mechanical properties of Ti6Al4V produced by Selective Laser Melting". Materials Science and Engineering A 663 (2016): 181-192. http://www.scopus.com/inward/record.url?eid=2-s2.0-84962440953&partnerID=MN8TOARS. 10.1016/j.msea.2016.03.113 Babo, P.S.; Carvalho, P.P.; Santo, V.E.; Faria, S.; Gomes, M.E.; Reis, R.L.. "Assessment of bone healing ability of calcium phosphate cements loaded with platelet lysate in rat calvarial defects". Journal of Biomaterials Applications 31 5 (2016): 637-649. http://www.scopus.com/inward/record.url?eid=2-s2.0-84994182280&partnerID=MN8TOARS. 10.1177/0885328216669474 Gomes, A.R.; Faria, S.; Lopes, H.. "Stress and Psychological Health: Testing the Mediating Role of Cognitive Appraisal". Western Journal of Nursing Research 38 11 (2016): 1448-1468. http://www.scopus.com/inward/record.url?eid=2-s2.0-84990218284&partnerID=MN8TOARS. 10.1177/0193945916654666 Monteiro, N.; Martins, A.; Pires, R.A.; Faria, S.; Fonseca, N.A.; Moreira, J.N.; Reis, R.L.; et al. "Dual release of a hydrophilic and a hydrophobic osteogenic factor from a single liposome". RSC Advances 6 115 (2016): 114599-114612. http://www.scopus.com/inward/record.url?eid=2-s2.0-85006459122&partnerID=MN8TOARS. 10.1039/c6ra21623d Monteiro, N.; Martins, A.; Ribeiro, D.; Faria, S.; Fonseca, N.A.; Moreira, J.N.; Reis, R.L.; Neves, N.M.. "On the use of dexamethasone-loaded liposomes to induce the osteogenic differentiation of human mesenchymal stem cells". Journal of Tissue Engineering and Regenerative Medicine 9 9 (2015): 1056-1066. http://www.scopus.com/inward/record.url?eid=2-s2.0-84941557425&partnerID=MN8TOARS. 10.1002/term.1817 Shahriari, S.; Faria, S.; Goncalves, A.M.. "Variable Selection Methods in High-dimensional Regression-A Simulation Study". Communications in Statistics: Simulation and Computation 44 10 (2015): 2548-2561. http://www.scopus.com/inward/record.url?eid=2-s2.0-84937485553&partnerID=MN8TOARS. 10.1080/03610918.2013.833231 Canha-Gouveia, A.; Rita Costa-Pinto, A.; Martins, A.M.; Silva, N.A.; Faria, S.; Sousa, R.A.; Salgado, A.J.; et al. "Hierarchical scaffolds enhance osteogenic differentiation of human Wharton's jelly derived stem cells". Biofabrication 7 3 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84944706341&partnerID=MN8TOARS. 10.1088/1758-5090/7/3/035009 Alves da Silva, M.L.; Costa-Pinto, A.R.; Martins, A.; Correlo, V.M.; Sol, P.; Bhattacharya, M.; Faria, S.; Reis, R.L.; Neves, N.M.. "Conditioned medium as a strategy for human stem cells chondrogenic differentiation". Journal of Tissue Engineering and Regenerative Medicine 9 6 (2015): 714-723. http://www.scopus.com/inward/record.url?eid=2-s2.0-84930979489&partnerID=MN8TOARS. 10.1002/term.1812 Monteiro, N.; Martins, A.; Pires, R.; Faria, S.; Fonseca, N.A.; Moreira, J.N.; Reis, R.L.; Neves, N.M.. "Immobilization of bioactive factor-loaded liposomes on the surface of electrospun nanofibers targeting tissue engineering". Biomaterials Science 2 9 (2014): 1195-1209. http://www.scopus.com/inward/record.url?eid=2-s2.0-84905189937&partnerID=MN8TOARS. 10.1039/c4bm00069b Monteiro, N.; Ribeiro, D.; Martins, A.; Faria, S.; Fonseca, N.A.; Moreira, J.N.; Reis, R.L.; Neves, N.M.. "Instructive nanofibrous scaffold comprising runt-related transcription factor 2 gene delivery for bone tissue engineering". ACS Nano 8 8 (2014): 8082-8094. http://www.scopus.com/inward/record.url?eid=2-s2.0-84906658962&partnerID=MN8TOARS. 10.1021/nn5021049 Costa-Pinto, A.R.; Vargel, I.; Tuzlakoglu, K.; Correlo, V.M.; Sol, P.C.; Faria, S.; Piskin, E.; Reis, R.L.; Neves, N.M.. "Influence of scaffold composition over in vitro osteogenic differentiation of hBMSCs and in vivo inflammatory response". Journal of Biomaterials Applications 28 9 (2014): 1430-1442. http://www.scopus.com/inward/record.url?eid=2-s2.0-84898975588&partnerID=MN8TOARS. 10.1177/0885328213512385 Lent, R.W.; Taveira, M.D.C.; Pinto, J.C.; Silva, A.D.; Blanco, T.; Faria, S.; Gonçalves, A.M.. "Social cognitive predictors of well-being in African college students". Journal of Vocational Behavior 84 3 (2014): 266-272. http://www.scopus.com/inward/record.url?eid=2-s2.0-84899893005&partnerID=MN8TOARS. 10.1016/j.jvb.2014.01.007 Gomes, A.R.; Faria, S.; Gonçalves, A.M.. "Cognitive appraisal as a mediator in the relationship between stress and burnout". Work and Stress 27 4 (2013): 351-367. http://www.scopus.com/inward/record.url?eid=2-s2.0-84888008033&partnerID=MN8TOARS. 10.1080/02678373.2013.840341 Faria, S.; Gonçalves, F.. "Financial data modeling by Poisson mixture regression". Journal of Applied Statistics 40 10 (2013): 2150-2162. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884501470&partnerID=MN8TOARS. 10.1080/02664763.2013.807332 Faria, S.; Gonçalves, F.. "A new strategy for choosing initial for the EM algorithm in poisson regression models". International Journal of Applied Mathematics and Statistics 31 1 (2013): 1-8. http://www.scopus.com/inward/record.url?eid=2-s2.0-84873468017&partnerID=MN8TOARS. Henriques, B.; Faria, S.; Soares, D.; Silva, F.S.. "Hot pressing effect on the shear bond strength of dental porcelain to CoCrMoSi alloy substrates with different surface treatments". Materials Science and Engineering C 33 1 (2013): 557-563. http://www.scopus.com/inward/record.url?eid=2-s2.0-84869087921&partnerID=MN8TOARS. 10.1016/j.msec.2012.10.001 Meira-Machado, L.; Faria, S.. "A simulation study comparing modeling approaches in an illness-death multi-state model". Communications in Statistics: Simulation and Computation 43 5 (2013): 929-946. http://www.scopus.com/inward/record.url?eid=2-s2.0-84942576360&partnerID=MN8TOARS. 10.1080/03610918.2012.718841 Faria, S.; Soromenho, G.. "Comparison of em and SEM algorithms in poisson regression models: A simulation study". Communications in Statistics: Simulation and Computation 41 4 (2012): 497-509. http://www.scopus.com/inward/record.url?eid=2-s2.0-84856254268&partnerID=MN8TOARS. 10.1080/03610918.2011.594534 Alves da Silva, M.L.; Martins, A.; Costa-Pinto, A.R.; Correlo, V.M.; Sol, P.; Bhattacharya, M.; Faria, S.; Reis, R.L.; Neves, N.M.. "Chondrogenic differentiation of human bone marrow mesenchymal stem cells in chitosan-based scaffolds using a flow-perfusion bioreactor". Journal of Tissue Engineering and Regenerative Medicine 5 9 (2011): 722-732. http://www.scopus.com/inward/record.url?eid=2-s2.0-80053146421&partnerID=MN8TOARS. 10.1002/term.372 Martins, A.; Alves da Silva, M.L.; Faria, S.; Marques, A.P.; Reis, R.L.; Neves, N.M.. "The influence of patterned nanofiber meshes on human mesenchymal stem cell osteogenesis". Macromolecular Bioscience 11 7 (2011): 978-987. http://www.scopus.com/inward/record.url?eid=2-s2.0-79959851146&partnerID=MN8TOARS. 10.1002/mabi.201100012 Alves Da Silva, M.L.; Martins, A.; Costa-Pinto, A.R.; Costa, P.; Faria, S.; Gomes, M.; Reis, R.L.; Neves, N.M.. "Cartilage tissue engineering using electrospun PCL nanofiber meshes and MSCs". Biomacromolecules 11 12 (2010): 3228-3236. http://www.scopus.com/inward/record.url?eid=2-s2.0-78650288788&partnerID=MN8TOARS. 10.1021/bm100476r Martins, A.; Pinho, E.D.; Correlo, V.M.; Faria, S.; Marques, A.P.; Reis, R.L.; Neves, N.M.. "Biodegradable nanofibers-reinforced microfibrous composite scaffolds for bone tissue engineering". Tissue Engineering - Part A 16 12 (2010): 3599-3609. http://www.scopus.com/inward/record.url?eid=2-s2.0-78650055735&partnerID=MN8TOARS. 10.1089/ten.tea.2009.0779 Martins, A.; Duarte, A.R.C.; Faria, S.; Marques, A.P.; Reis, R.L.; Neves, N.M.. "Osteogenic induction of hBMSCs by electrospun scaffolds with dexamethasone release functionality". Biomaterials 31 22 (2010): 5875-5885. http://www.scopus.com/inward/record.url?eid=2-s2.0-77953083188&partnerID=MN8TOARS. 10.1016/j.biomaterials.2010.04.010 Faria, S.; Soromenho, G.. "Fitting mixtures of linear regressions". Journal of Statistical Computation and Simulation 80 2 (2010): 201-225. http://www.scopus.com/inward/record.url?eid=2-s2.0-77649124912&partnerID=MN8TOARS. 10.1080/00949650802590261 Martins, A.; Pinho, E.D.; Faria, S.; Pashkuleva, I.; Marques, A.P.; Reis, R.L.; Neves, N.M.. "Surface modification of electrospun polycaprolactone nanofiber meshes by plasma treatment to enhance biological performance". Small 5 10 (2009): 1195-1206. http://www.scopus.com/inward/record.url?eid=2-s2.0-67649892067&partnerID=MN8TOARS. 10.1002/smll.200801648

Activities

Oral presentation

	Presentation title	Event name Host (Event location)
2021/08/30	Fitting mixtures of linear mixed models: a case study involving fishery data.	International Conference on Trends and Perspectives in Linear Statistical Inference (LinStat'2020) (Poland)
2020/10/22	Performance of Portuguese students: a bivariate multilevel analysis	JOCLAD 2020 (Portugal)
2020/10/22	Statistical models for environmental processes	JOCLAD 2020 (Portugal)
2020	A Bivariate Multilevel Analysis of Portuguese Students	The 20th International Conference on Computational Science and its Applications (ICCSA2020)
2020	Bivariate Multilevel modelling of Portuguese student achievement	VII Workshop on Computational Data Analysis and Numerical Methods (WCDANM)
2017	Student Performance in Mathematics in Portugal: a multilevel quantile regression model	Fourth Lisbon Research Workshop on Economics, Statistics and Econometrics of Education
2016	Modelos de regressão multinível no estudo do desempenho escolar.	JOCLAD 2016
2015	Avaliação do Desempenho dos alunos alunos Portugueses em Matemática – PISA 2009	JOCLAD 2015
2013/12/02	Alunos Portugueses no PISA: Modelos de Regressão Multinível.	XXI Congresso Sociedade Portuguesa de Estatística (Portugal)
2013	Alunos Portugueses no PISA: Modelos de Regressão Multinível	XXI Congresso Sociedade Portuguesa de Estatística
2009	Comparison of EM and SEM Algorithms in Poisson Regression Models"	ASMDA 2009 (Lithuania)
2009	Poisson Mixture Regression Model: Application to Financial Data	Applied Statistics (Slovenia)

Supervision

	Thesis Title Role	Degree Subject (Type) Institution / Organization
2023/04 - Current	Modelação Estatística com Misturas de Modelos de Regressão. Supervisor	Doctorate in Mathematics¿ (PhD) Universidade do Minho, Portugal
2023 - Current	Modelação da Degradação de Marcas Rodoviárias em Autoestradas Portuguesas Supervisor	Mestrado em Estatística para Ciência de Dados (Master)
2023 - Current	Modelos Lineares Generalizados Mistos com aplicações em Acidentes Rodoviários Supervisor	Mestrado em Estatística para Ciência de Dados (Master)
2023 - Current	Avaliação do risco de identificação nas bases individuais da Central de Responsabilidades de Crédito. Supervisor	Mestrado em Estatística para Ciência de Dados (Master)
2023 - Current	Seleção de variáveis em Modelos de Regressão Supervisor	Mestrado em Estatística para Ciência de Dados (Master) Universidade do Minho, Portugal
2013 - Current	Utilização de modelos longitudinais na previsão da degradação de pavimentos rodoviários ao nível da rede Co-supervisor	Programa Doutoral em Engenharia Civil (PhD)
2022 - 2023	Modelos Lineares Generalizados: avaliação de ferramentas de programação numa aplicação com bases de microdados reais Supervisor	Mestrado em Estatística para Ciência de Dados (Master) Universidade do Minho, Portugal
2022 - 2023	Modelos Lineares Generalizados Mistos: Aplicação a dados de acidentes rodovi´arios em autoestradas, Supervisor	Mestrado em Estatística para Ciência de Dados (Master)
2019/10 - 2023	Modelos de Regressão para Dados de Contagem: aplicação a dados de contagem rodoviários (em auto-estradas) Supervisor	Master Degree in Statistics (Master)
2020/11 - 2022/03	Modelos Preditivos: Lesões Corporais, que custo esperar? Supervisor	Mestrado em Estatística (Master) Universidade do Minho - Campus de Azurém, Portugal
2021 - 2022	Un-factorize Non-food NPS on a food-based retailer Supervisor	Master Degree in Statistics for Data Science (Master) Universidade do Minho - Campus de Azurém, Portugal
2021 - 2022	Comparação de Métodos Perturbativos: utilidade e perda de informação em bases de microdados Supervisor	Master Degree in Statistics for Data Science (Master)
2018/12 - 2022	Misturas de modelos de regressão com efeitos aleatórios Supervisor	Doctorate in Mathematics¿ (PhD) Universidade do Minho - Campus de Azurém, Portugal
2020/11 - 2021/02	Planeamento de Sistemas de Bike-Sharing Inclusivos Co-supervisor	Mestrado em Engenharia Urbana (Master) Universidade do Minho - Campus de Azurém, Portugal
2020 - 2021	Modelação Estatística na Gestão Ambiental Supervisor
2018 - 2020/07	Desempenho dos Estudantes Portugueses: uma análise multinível bivariada Supervisor	Mestrado em Estatística (Master) Universidade do Minho Escola de Ciências, Portugal
2018 - 2019	O Modelo de regressão de Poisson generalizado:análise de dados de contagens com sobredispersão e subdispersão Supervisor	Mestrado em Estatística (Master) Universidade do Minho Escola de Ciências, Portugal
2018 - 2019	Modelação Estatística na Análise de Processos Ambientais Supervisor	Mestrado em Estatística (Master)
2017 - 2018	Mistura de Modelos Lineares Mistos Supervisor	Master Degree in Statistics (Master) Universidade do Minho Escola de Ciências, Portugal
2017 - 2018	Otimização analítica de operações de Retenção de Clientes num operador integrado de Telecomunicações e Entretenimento Supervisor	Mestrado em Estatística (Master) Universidade do Minho Escola de Ciências, Portugal
2017 - 2018	Engagement Score: aplicação ao Retalho Alimentar Supervisor	Mestrado em Estatística (Master) Universidade do Minho Escola de Ciências, Portugal
2016 - 2018	Modelação em Equações Estruturais: uma abordagem estatística multivariada Supervisor	Mestrado em Estatística (Master)
2014 - 2018	Modelação por regressão incorporando dependência espacial e temporal Supervisor	Doutoramento em Ciências (PhD)
2016 - 2017	Desempenho dos Estudantes Portugueses: Modelos de Regressão Multinível Supervisor	Mestrado em Estatística (Master) Universidade do Minho Escola de Ciências, Portugal
2014 - 2016	Modelos de Regressão Multinível no Estudo do Desempenho Escolar Supervisor	Mestrado em Estatística (Master) Universidade do Minho Escola de Ciências, Portugal
2014 - 2016	Modelos de estimação aplicados às estatísticas do Comércio Internacional Supervisor	Mestrado em Estatística (Master) Universidade do Minho Escola de Ciências, Portugal
2015 - 2015	Promoção de padrões de mobilidade mais sustentáveis no acesso a campus universitários. Estudo de caso da UMinho Co-supervisor	Master in Civil Engineering (Master) Universidade do Minho Escola de Engenharia, Portugal
2013 - 2015	Alunos Portugueses no PISA: Modelos de Regressão Multinível Supervisor	Mestrado em Estatística (Master) Universidade do Minho Escola de Ciências, Portugal
2013 - 2014	Estimação em uso e ocupação do solo ao nível das NUTS 2 e NUTS3 Supervisor	Mestrado em Estatística (Master) Universidade do Minho Escola de Ciências, Portugal
2012 - 2014	Modelos de Regressão para Dados de Contagem com Excesso de Zeros Supervisor	Mestrado em Estatística (Master)
2012 - 2014	Metodologia Estatística para a Avaliação de um Recurso Natural (Minho e Galiza) Supervisor	Mestrado em Estatística (Master) Universidade do Minho Escola de Ciências, Portugal
2011 - 2014	Spatial/Temporal Modelling Data using High-Dimensional Regression Supervisor	Programa Doutoral de Matemática e Aplicações – PDMA (PhD)
2011 - 2013	Modelos de Regressão Multinível: uma Aplicação na Educação Supervisor	Mestrado em Estatística (Master) Universidade do Minho Escola de Ciências, Portugal
2012 - 2012	Bolsa de Integração na Investigação (BII) ¿Análise Estatística das Desigualdades em Saúde na região Norte de Portugal Supervisor
2011 - 2012	Metodologias estatísticas aplicadas à relação entre Eventos Climáticos Extremos, Saúde e Desigualdades Socio económicas na Grande Área Metropolitana do Porto Supervisor	Mestrado em Estatística (Master) Universidade do Minho Escola de Ciências, Portugal
2009 - 2010/12	Latent Class Regression Models Supervisor	Mestrao em Universidade do Minho Escola de Ciências, Portugal

Event organisation

	Event name Type of event (Role)	Institution / Organization
2023 - Current	XXVI Congresso da Sociedade Portuguesa de Estatística (SPE 2023) (2023) Congress (Member of the Organising Committee)
2023 - Current	CMAT LabsFest 2023 (2023) Meeting (Member of the Organising Committee)
2020 - Current	VII Workshop on Computational Data Analysis and Numerical Methods (VII WCDANM) (2020) Congress (Member of the Scientific Committee)
2017 - Current	IV Workshop on Computational Data Analysis and Numerical Methods (WCDANM) (2017) Congress (Member of the Scientific Committee)
2016 - Current	CLAD Course: Desenvolvimento, gestão e documentação de pacotes de R (2016) Other (Member of the Organising Committee)
2014 - Current	Jornadas de Classificação e Análise de Dados (2014) Congress (Member of the Scientific Committee)
2014 - Current	Program Committee da Workshop Computational and Applied Statistics da 14th International Conference on Computational Sciences and Its Applications (ICCSA 2014) (2014) Congress (Member of the Scientific Committee)
2014 - Current	Workshop on Statistics and Applications - UMinho (2014) Meeting (Member of the Organising Committee)
2022 - 2022	VIII Workshop on Computational Data Analysis and Numerical Methods (VIII WCDANM) (2022 - 2022) Congress (Member of the Scientific Committee)
2021 - 2021	XXVIII Jornadas de Classificação e Análise de Dados (JOCLAD2021) (2021 - 2021) Congress (Member of the Scientific Committee)

Jury of academic degree

	Topic Role	Candidate name (Type of degree) Institution / Organization
2023	New statistical and mathematical approaches to time séries analysis: Application to the assessment of gait dynamics in patients with neurological disorders. (Thesis) Main arguer	Jhonathan Barrios Martinez (Other) Universidade do Minho, Portugal
2023	Estimação do Parâmetro de Dispersão em Modelos de Contagens (Thesis) Main arguer	Rui Manuel da Costa Miranda (Master) Universidade do Porto, Portugal
2023	Count MixedEffects Regression Models in Parasite Ecology (Thesis) Main arguer	Simão Correia (Master)
2022	Studying prevalence using capture-recapture methods: visual impairment in Portugal (Thesis) Arguer	Pedro Alexandre Fernandes de Lima Ramos (PhD)
2022	Modelos Aditivos – Ajustamento, Elipsódes de Confiança e Intervalos de Predição (Thesis) Main arguer	Patrícia Alexandra Robalo Antunes (PhD)
2022	Modelos Conjuntos para Dados Longitudinais e Dados de Sobrevivência (Thesis) Main arguer	Maria Inês Martins Dias Ferreira (Master)
2022	Avaliação de Metodologias de Controlo de Confidencialidade: Uma aplicação com bases de microdados (Thesis) Main arguer	João Pedro Dionísio Rego (Master)
2021	Tendências e determinantes acerca do conhecimento do HIV/SIDA em Moçambique (Thesis) Main arguer	Yoann Rodrigues Folha (Master)
2020	Modelação semi-paramétrica do tempo de demora no diagnóstico de tuberculose (Thesis) Main arguer	Filipe Manuel Correia Alves (Master)
2018	Modelling Reporting Delays for Infectious Diseases: An Application to the Portuguese HIV-AIDS Surveillance Data (Thesis) Main arguer	Alexandra Alves Oliveira (PhD)
2017	Regressão robusta e regressão multivariada na predição de medidas antropométricas (Thesis) Main arguer	Gil Batista Marinho (Master)
2017	Linear Regression with Correlated Errors in Time for Forecasting Hospital Emergency Admissions, (Thesis) Main arguer	Adriana Maria da Silva Vieira (Other)
2016	Modelação de Admissões e Internamentos na Urgência do Hospital de Braga (Thesis) Main arguer	Adriana Maria da Silva Vieira (Master) Universidade do Minho - Campus de Azurém, Portugal
2015	Modelos de Previsão de Acidentes para Intersecções de três ramos em Zonas Urbanas e Periurbanas (Thesis) Main arguer	Rafael André Barreto da Silva (Master)
2015	Avaliação de Conhecimentos sobre Cancro da Mama na região Porto Ocidental (Thesis) Main arguer	João Firmino Domingues Barbosa Machado (Master)
2015	Análise Classificatória aplicada ao retalho de sapatilhas de corrida (Thesis) Main arguer	Ana Catarina Mateus (Master)
2015	Spatio-temporal modelling of environmental data (Thesis) Arguer	Luís Manuel dos Santos de Melo Margalho (PhD)
2014	Definição de tempos de percursos para linhas da Sociedade de Transportes Colectivos do Porto (S.T.C.P.) (Thesis) Main arguer	Mariana Santos Campos (Master)
2012	Modelos de regressão para dados de contagem e estimação da abundância de aves na cidade do Porto (Thesis) Main arguer	Filipa Margarida de Almeida Januário (Master)
2012	Estimação da função de distribuição bivariada na presença de censura (Thesis) Main arguer	Artur Agostinho Marinho de Araújo (Master)
2009	Regression Methods for Multiple Outcomes in Health Research (Thesis) Main arguer	Rosa Celeste dos Santos Oliveira (Other)

Ad Hoc journal article review

	Journal title (ISSN)	Publisher
2023 - Current	Research in Statistics
2023 - Current	PLoS One
2023 - Current	Mathematics and Statistics
2021 - Current	Complexity
2021 - Current	REVSTAT - Statistical Journal
2020 - Current	Learning and Individual Differences
2018 - Current	Biometrical Journal
2018 - Current	Quality & Quantity
2018 - Current	IEEE Access
2018 - Current	Quality Technology and QuantitativeManagement
2017 - Current	Journal of Probability and Statistics
2015 - Current	Statistics, Optimization & Information Computing
2015 - Current	Communication in Statistics - Theory and Methods
2015 - Current	Electronic Journal of Statistics
2014 - Current	Communications in Statistics - Simulation and Computation
2014 - Current	Computational Statistics & Data Analysis
2013 - Current	Journal of Applied Statistics
2013 - Current	Stochastic Environmental Research and RiskAssessment
2010 - Current	Journal of Statistical Computation and Simulation

Association member

	Society Organization name	Role
2023 - Current	Portuguese Scientific Association of Classification and Data Analysis - CLAD	Secretary of the assembly of the CLAD

Conference scientific committee

	Conference name	Conference host
2023/06 - Current	International Conference on Computer Technology and Information Science (CTIS 2023),	Wuhan, China
2020/02 - Current	International Conference Innovation in Engineering (ICIE 2020)	Guimarães, Portugal
2018/06 - Current	Regional Helix 2018 - International Conference on Innovation, Engineering and Entrepreneurship	Guimarães, Portugal
2018/05 - Current	International Conference on Mathematical Applications (ICMA2018)	Madeira, Portugal
2018 - Current	International Conference of Computational Methods in Sciences and Engineering 2018
2018 - Current	Workshop on Computational Data Analysis and Numerical Methods
2014 - Current	Jornadas de Classificação e Análise de Dados
2013 - Current	Congresso da Sociedade Portuguesa de Estatística

Other jury / evaluation

	Activity description	Institution / Organization
2023/07 - Current	Associate Editor for Statistics and Probability da revista Frontiers in Applied Mathematics and Statistics
2021/01 - Current	Topic Editors of Coatings (ISSN 2079-6412; CODEN: COATED) , a peer-reviewed journal of coatings and surface engineering published monthly online by MDPI.

Distinctions

Award

2023	Best Poster' award SPE 2023: "Seleção de variáveis em misturas de modelos de regressão linear: um estudo de simulação"
2021	CLAD Scholarship Award 2021 - Work Supervisor
2018	CLAD Scholarship Award 2018 - Work Supervisor

Other distinction

2021	Top Cited Article 2021-2022: British J. of Educational Psychology Simães, C., Rodrigues, J., Gonçalves, A.M., Faria, S., Gomes, A.R. Work-family conflicts, cognitive appraisal, and burnout: Testing the mediation effect with structural equation modelling.
2012	Best Poster Award: Modelling data using high-dimensional statistics, in Joint Meeting of y-BIS–International Young Business and Industrial Statisticians and jSPE–Young Portuguese Statisticians