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Davide Rua Carneiro. Concluiu o(a) Doutoramento em Programa Doutoral MAP-i em 2013 pelo(a) Universidade do Minho Escola de Engenharia, Mestrado em Mestrado em Informática em 2009 pelo(a) Universidade do Minho Escola de Engenharia e Licenciatura em Licenciatura em Engenharia Informática em 2007 pelo(a) Universidade do Minho Escola de Engenharia. É Coordinator of the Degree in Business Information Systems no(a) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Membro do Conselho Pedagógico no(a) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão e Professor Coordenador no(a) Instituto Politécnico do Porto. Publicou 41 artigos em revistas especializadas. Possui 36 capítulo(s) de livros e 3 livro(s). Organizou 105 evento(s). Participou em 5 evento(s). Orientou 1 tese(s) de doutoramento e coorientou 1. Orientou 12 dissertação(ões) de mestrado e coorientou 16. Orientou 38 trabalho(s) de conclusão de curso de licenciatura/bacharelato. Recebeu 14 prémio(s) e/ou homenagens. Participa e/ou participou como Investigador em 6 projeto(s) e Investigador responsável em 4 projeto(s). Atua na(s) área(s) de Ciências Exatas com ênfase em Ciências da Computação e da Informação com ênfase em Ciências da Computação. Nas suas atividades profissionais interagiu com 236 colaborador(es) em coautorias de trabalhos científicos. No seu currículo Ciência Vitae os termos mais frequentes na contextualização da produção científica, tecnológica e artístico-cultural são: Ambient Intelligence; Behavioral Biometrics; Context-Aware Computing; Intelligent Environments; Ciências Naturais::Ciências da Computação e da Informação; Online dispute resolution; Ontology; Negotiation; Context-awareness; Computação afectiva; Jogos de papéis; Stress; Human-computer interaction; e-Learning; Mouse dynamics; Science & Technology; Inteligência artificial; Resolução de conflitos; Affective computing; Role playing games; Emotions; Ambient intelligence; Conflict resolution environments; Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática; 681.3.02; 316.47; Big data mining; Decision making; Mouse Dynamics; Intelligent environments; The law; Mobile online dispute resolution; Stress monitoring; Monitoring framework; On-Line dispute resolution; BATNA; WATNA; Ambient assisted living; Personal memory assistant; Resolução alternativa conflitos; Resolução conflitos em linha; ADR; ODR; Agentes de software; Raciocínio baseado em casos; Direito consumo; Wall building technology; Earth; Reed cane; Reed fibre; Monolithic wall; Online Dispute Resolution; Conflict Styles; Profiling; Multi-agent systems; Distributed computing; Music; Performance; Context acquisition; Inter-organization cooperation; e-Health; Simulation; Monitoring; On-line Dispute Resolution; Expert system; Case-Based Reasoning; Information retrieval; Conflict styles; Hybrid artificial intelligence systems; Cognitive activation theory of stress; Mediation; Case-based reasoning; Acute Mental Fatigue; Human Computer Interaction; Behavior Biometrics; Pattern Recognition; Fatigue; Mental Fatigue; Behavioural Analysis; Classification; Resolução online de conflito; Non-intrusive; Stress estimation; Non-invasive method; Alternative conflict resolution; Soft sensors; Behavioral biometrics; Auditory emotional recognition; Influence diagram model; Multi-agent system; Consumer law; Multi-agent Systems; Computers and society; Citizen access; Legal IS; Online relationships; Dispute resolution; Intelligent support systems; Human¿computer interaction; Student behaviour; Ciências Médicas::Medicina Clínica; Emotional valence; Human¿Computer Interaction; Performance monitoring; Genetic algorithms; Distributive negotiation; Rule-based systems; UMcourt; Accessibility; Citizen empowerment; Artificial intelligence; Attentional behavior; Machine Learning; Future; Innovative scenarios; Assisted living; Active ageing; e-learning; Behavioral analysis; Moodle; Dispute resolution environments; L
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Identification

Personal identification

Full name
Davide Rua Carneiro

Citation names

  • Carneiro, Davide

Author identifiers

Ciência ID
2118-D808-6858
ORCID iD
0000-0002-6650-0388
AuthenticusID
R-001-QAA
Google Scholar ID
https://scholar.google.pt/citations?user=p171ghEAAAAJ&hl=pt-PT
Researcher Id
A-3490-2014
Scopus Author Id
24723727400

Email addresses

  • dcarneiro@estg.ipp.pt (Professional)
  • davide.r.carneiro@inesctec.pt (Professional)

Knowledge fields

  • 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)
Spanish; Castilian Advanced (C1) Advanced (C1) Intermediate (B1) Advanced (C1)
French Beginner (A1) Intermediate (B1) Beginner (A1) Beginner (A1)
German Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2013
Concluded
 Programa Doutoral MAP-i (Doutoramento)
Major in Ciências da Computação e da Informação
Universidade do Minho Escola de Engenharia, Portugal
"An agent-based architecture for online dispute resolution services" (THESIS/DISSERTATION)
 n/a
2009
Concluded
 Mestrado em Informática (Mestrado)
Universidade do Minho Escola de Engenharia, Portugal
"Simulating and Monitoring Ambient Assisted Living" (THESIS/DISSERTATION)
 19
2007
Concluded
 Licenciatura em Engenharia Informática (Licenciatura)
Universidade do Minho Escola de Engenharia, Portugal
"n/a" (THESIS/DISSERTATION)
 13
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2023/12 - Current Teacher Coordinator (Polytechnic Teacher) Instituto Politécnico do Porto, Portugal
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020 - 2023/12 Adjunct Teacher (Polytechnic Teacher) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2014/09/01 - 2020 Invited Adjunct Teacher (Polytechnic Teacher) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2014 - 2016 Invited Assistant Professor (University Teacher) Universidade do Minho, Portugal

Positions / Appointments

Category
Host institution 		Employer
2020 - Current Membro do Conselho Pedagógico Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022/02/21 - 2024/02 Membro do Conselho Técnico-Científico Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal

Others

Category
Host institution 		Employer
2019/07/10 - Current Coordinator of the Degree in Business Information Systems Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2013/06/01 - 2015/09/30 Researcher in the CAMCoF project (PTDC/EEI-SII/1386/2012) Universidade do Minho Centro ALGORITMI, Portugal
2014/03/01 - 2015/02/28 Post-Doctoral fellow in the CAMCoF project (PTDC/EEI-SII/1386/2012) Universidade do Minho Centro ALGORITMI, Portugal
2010/04/01 - 2013/09/16 Research Fellow (FCT Doctoral Grant) (SFRH/BD/64890/2009) Universidade do Minho Centro ALGORITMI, Portugal
2012/07/02 - 2012/10/05 Research Stay Universidad de Castilla-La Mancha, Spain
2010/10/01 - 2012/02/29 Researcher on the TIARAC project (PTDC/JUR/71354/2006) Universidade do Minho Centro ALGORITMI, Portugal
Projects

Contract

Designation Funders
2024/01/01 - Current CircThread - Building the Digital Thread for Circular Economy Product, Resource & Service Management
10.3030/958448
Researcher
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Ongoing
2023 - Current PRIVATEER - Privacy-first security enablers for 6G networks
Grant Agreement No. 101096110
Researcher
Instituto Politécnico do Porto Centro de Inovação e Investigação em Ciências Empresariais e Sistemas de Informação, Portugal
 European Commission
Ongoing
2023 - Current PRODUTECH R3
C645808870-00000067 – projeto de investimento nº 60
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Ongoing
2025 - 2028 S2GAIIA: Specialized and Sustainable Generative AI for Industry Applications
Proj. no. 15017
Principal investigator
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2025/01/05 - 2025/10/28 Foundational Models for the Portuguese Industrial Domain
2024.11050.CPCA.A0
10.54499/2024.11050.CPCA.A0
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2024 - 2025 ReSChape - Reshaping Supply Chains For Positive Social Impact
10.3030/101061729
Researcher
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Ongoing
2022/01/01 - 2024/06/30 CEDEs - Continuously Evolving Distributed Ensembles
EXPL/CCI-COM/0706/2021
Principal investigator
Instituto Politécnico do Porto Centro de Inovação e Investigação em Ciências Empresariais e Sistemas de Informação, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2024 - 2024 Confacts2 - Multi-layer Connected Factories with hybrid conventional and digital components
N/A
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Concluded
2022/02/01 - 2024 E-Justice ODR Scheme
JUST-2021-EJUSTICE 101046468
Principal investigator
Instituto Politécnico do Porto Centro de Inovação e Investigação em Ciências Empresariais e Sistemas de Informação, Portugal
Ongoing
2022/02/01 - 2024 FACILITATE-AI
2021-1-CY01-KA220-SCH-000032567
Researcher
Instituto Politécnico do Porto Centro de Inovação e Investigação em Ciências Empresariais e Sistemas de Informação, Portugal
Ongoing
2022 - 2023 An Explainable and Interactive Distributed Machine Learning System
CPCA-IAC/AV/475278/2022
10.54499/CPCA-IAC/AV/475278/2022
Principal investigator
Instituto Politécnico do Porto Centro de Inovação e Investigação em Ciências Empresariais e Sistemas de Informação, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2019/07/27 - 2022/07/26 Neurat - Intelligent Digital Audit Knowledge Base Engine
Projeto 39900 - 31/SI/2017
Principal investigator
Instituto Politécnico do Porto Centro de Inovação e Investigação em Ciências Empresariais e Sistemas de Informação, Portugal
 Norte2020
Ongoing
2019 - 2022 IAP 4 GenZ – The International Academic Partnership for Generation Z
PPI/APM/2019/1/00017/U/00001
Researcher
Instituto Politécnico do Porto Centro de Inovação e Investigação em Ciências Empresariais e Sistemas de Informação, Portugal
 Polish National Agency for Academic Exchange
Concluded
2017 - 2019 3SLM - Smart System for Street Lighting Management
C474975759-00069629
Researcher
Fundação para a Ciência e a Tecnologia, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2016/12/01 - 2018 EUSTRESS - Sistema de Informação para a Monitorização e Avaliação dos Níveis de Stress e Previsão de Stress Crónico
17832
Researcher
Universidade do Minho Instituto de Investigação em Ciências da Vida e Saúde, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2013/06/01 - 2016 CAMCoF - Context-aware Multimodal Communication Framework
PTDC/EEI-SII/1386/2012
Researcher
Fundação para a Ciência e a Tecnologia, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2009 - 2012 TIARAC – Telemática e Inteligência Artificial na Resolução Alternativa de Conflitos
PTDC/JUR/71354/2006
Researcher
Universidade do Minho Centro ALGORITMI, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Book
  1. Novais, P.; Lloret, J.; Chamoso, P.; Carneiro, D.; Navarro, E.; Omatu, S.. Preface. 2020.
  2. Novais, P; Carneiro, D. Interdisciplinary Perspectives on Contemporary Conflict Resolution. 2016.
    10.4018/978-1-5225-0245-6
  3. Carneiro, D; Novais, P; Neves, J. Conflict Resolution and its Context. 2014.
    10.1007/978-3-319-06239-6
Book chapter
  1. Novais, Paulo; Carneiro, Davide. "Quality of Judgment Assessment". Portugal: IGI Global,
  2. Marta Ribeiro; Davide Carneiro; Lurdes Mesquita. "Digital Justice in the EU: Integration of BPMN and AI into ODR Processes". 2025.
    10.1007/978-3-031-73497-7_21
  3. Filipe Oliveira; Davide Carneiro; João Pereira. "Using Explanations to Estimate the Quality of Computer Vision Models". 2025.
    10.1007/978-3-031-72494-7_29
  4. Eduardo Peixoto; Davide Carneiro; Diogo Torres; Bruno Silva; Paulo Novais. "Reusing Past Machine Learning Models Based on Data Similarity Metrics". 2025.
    10.1007/978-3-031-83117-1_8
  5. Babo, Daniel; Pereira, Carla; Carneiro, Davide. "Study of Digital Maturity Models Considering the European Digital Innovation Hubs Guidelines: A Critical Overview". In Lecture Notes in Networks and Systems, 208-217. Springer Nature Switzerland, 2024.
    10.1007/978-3-031-45645-9_20
  6. Alvaro Huerta; Arturo Martínez-Rodrigo; Miguel Guimarâes; Davide Carneiro; José J. Rieta; Raúl Alcaraz. "Application of Meta Learning in Quality Assessment of Wearable Electrocardiogram Recordings". 2024.
    10.1007/978-3-031-62520-6_20
  7. Guilherme Palumbo; Miguel Guimarães; Davide Carneiro; Paulo Novais; Victor Alves. "Real-Time Algorithm Recommendation Using Meta-Learning". 2023.
    10.1007/978-3-031-22356-3_24
  8. Davide Carneiro; Mariana Carvalho. "Teaching Data Structures and Algorithms Through Games". 2023.
    10.1007/978-3-031-20257-5_1
  9. Guilherme Palumbo; Davide Carneiro; Victor Alves. "Observability: Towards Ethical Artificial Intelligence". 2023.
    10.1007/978-3-031-38344-1_22
  10. Miguel Guimarães; Filipe Oliveira; Davide Carneiro; Paulo Novais. "The Impact of Data Selection Strategies on Distributed Model Performance". 2023.
    10.1007/978-3-031-43461-7_16
  11. Marta Santos; Ana Borges; Davide Carneiro; Flora Ferreira. "Time Series Analysis for Anomaly Detection of Water Consumption: A Case Study". 234-245. Springer International Publishing, 2022.
    10.1007/978-3-030-78170-5_21
  12. Davide Carneiro; Patrícia Veloso. "Ethics, Transparency, Fairness and the Responsibility of Artificial Intelligence". 2022.
    10.1007/978-3-030-87687-6_12
  13. Ramos, J; Oliveira, T; Carneiro, D; Satoh, K; Novais, P. "Speculative Computation: Application Scenarios". 2022.
    10.1007/978-3-030-68436-5_24-1
  14. Rosa, Luís; Guimarães, Miguel; Carneiro, Davide; Silva, Fábio; Analide, César. "Explainable Decision Tree on Smart Human Mobility". In Workshops at 18th International Conference on Intelligent Environments (IE2022). IOS Press, 2022.
    Published • 10.3233/aise220059
  15. Davide Carneiro; Miguel Guimarães; Miguel Sousa. "Optimizing Instance Selection Strategies in Interactive Machine Learning: An Application to Fraud Detection". 124-133. Springer International Publishing, 2021.
    10.1007/978-3-030-73050-5_13
  16. Davide Carneiro; Diogo Nunes; Cristóvão Sousa. "A Decision-Support System for Preventive Maintenance in Street Lighting Networks". 2020.
    10.1007/978-3-030-14347-3_26
  17. Davide Carneiro; Patrícia Veloso; André Ventura; Guilherme Palumbo; João Costa. "Network Analysis for Fraud Detection in Portuguese Public Procurement". 390-401. Springer International Publishing, 2020.
    10.1007/978-3-030-62365-4_37
  18. Nunes, D.; Teixeira, D.; Carneiro, D.; Sousa, C.; Novais, P.. "Decision intelligence in street lighting management". 2020.
    10.1007/978-3-030-45691-7_47
  19. Carneiro, Davide; Silva, Fábio; GUIMARÃES, MIGUEL; Sousa, Daniel; Novais, Paulo. "Explainable Intelligent Environments". In Ambient Intelligence ¿ Software and Applications, 34-43. Springer International Publishing, 2020.
    Published • 10.1007/978-3-030-58356-9_4
  20. Quintela, Hélder; Carneiro, Davide; Ferreira, Luís. "Business Intelligence, Big Data and Data Governance". In Business Intelligence and Analytics in Small and Medium Enterprises, 123-150. CRC Press, 2019.
    Published • 10.1201/9780429056482-9
  21. Ramos, Diogo; Carneiro, Davide; Novais, Paulo. "evoRF: An Evolutionary Approach to Random Forests". In Intelligent Distributed Computing XIII, 102-107. Springer International Publishing, 2019.
    Published • 10.1007/978-3-030-32258-8_12
  22. Carneiro, D.; Vieira, A.. "A framework to improve data collection and promote usability". 2019.
    10.1007/978-3-030-01746-0_42
  23. Rocha, R.; Carneiro, D.; Novais, P.. "The Influence of Age and Gender in the Interaction with Touch Screens". 2019.
    10.1007/978-3-030-30244-3_1
  24. Gonçalves, Filipe; Carneiro, Davide; Novais, Paulo; Pêgo, José. "EUStress: A Human Behaviour Analysis System for Monitoring and Assessing Stress During Exams". In Studies in Computational Intelligence, 137-147. Portugal: Springer International Publishing, 2017.
    10.1007/978-3-319-66379-1_13
  25. Pimenta, A.; Carneiro, D.; Neves, J.; Novais, P.. "Analysis of mental fatigue and mood states in workplaces". 2016.
    10.1007/978-3-319-25017-5_11
  26. Novais, Paulo; Carneiro, Davide; Costa, Ângelo; Costa, Ricardo. "A Framework for Monitoring and Assisting Seniors with Memory Disabilities". In Rehabilitation Science in Practice Series, 327-362. Portugal: CRC Press, 2015.
    10.1201/b18520-17
  27. Novais, P; Carneiro, D; Costa, Â; Costa, R. "A framework for monitoring and assisting seniors with memory disabilities". 2015.
    10.1201/b18520
  28. Carneiro, D; Novais, P; Neves, J. "Inferring Conflict Resolution Styles". 2014.
    10.1007/978-3-319-06239-6_10
  29. Carneiro, D; Novais, P; Neves, J. "Context and Its Importance". 2014.
    10.1007/978-3-319-06239-6_5
  30. Novais, Paulo; Carneiro, Davide; Andrade, Francisco; Neves, José; Novais, P; Carneiro, D; Andrade, F; Neves, J. "Harnessing Content and Context for Enhanced Decision Making". In AI Approaches to the Complexity of Legal Systems, 232-246. Portugal: Springer Berlin Heidelberg, 2014.
    10.1007/978-3-662-45960-7_17
  31. Carneiro, D.; Novais, P.; Gomes, M.; Oliveira, P.M.; Neves, J.; Carneiro, Davide Rua; Novais, Paulo; et al. "A statistical classifier for assessing the level of stress from the analysis of interaction patterns in a touch screen". In Advances in Intelligent Systems and Computing, 257-266. Portugal: Springer, 2013.
    Published • 10.1007/978-3-642-32922-7_27
  32. Carneiro, D.; Analide, C.; Novais, P.; Neves, J.; Carneiro, Davide Rua; Analide, César; Novais, Paulo; Neves, José. "An evolutionary approach to generate solutions for conflict scenarios". In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 440-451. Portugal: Springer-Verlag Berlin, 2012.
    10.1007/978-3-642-28942-2_40
  33. Carneiro, D.; Castillo Montotya, J.C.; Novais, P.; Fernández-Caballero, A.; Neves, J.; López Bonal, M.T.. "Stress monitoring in conflict resolution situations". In Advances in Intelligent and Soft Computing, 137-144. 2012.
    10.1007/978-3-642-28783-1_17
  34. Andrade, Francisco Carneiro Pacheco; Carneiro, Davide Rua; Novais, Paulo; Neves, José. "Resolução de conflitos em linha na contratação pública electrónica?". Portugal: Edições Almedina, S.A., 2012.
  35. Carneiro, D.; Gomes, M.; Novais, P.; Andrade, F.; Neves, J.; Carneiro, Davide Rua; Gomes, Marco; et al. "Automatic classification of personal conflict styles in conflict resolution". In Frontiers in Artificial Intelligence and Applications, 43-52. Portugal: IOS Press, 2011.
    10.3233/978-1-60750-981-3-43
  36. Carneiro, Davide; Novais, Paulo; Neves, José. "An Agent-Based Architecture for Multifaceted Online Dispute ResolutionTools". In Developing Concepts in Applied Intelligence, 89-94. Springer Berlin Heidelberg, 2011.
    10.1007/978-3-642-21332-8_13
  37. Costa, Nuno; Carneiro, Davide; Novais, Paulo; Barbieri, Diovana; Andrade, Francisco. "An Advice System for Consumer’s Law Disputes". In Lecture Notes in Business Information Processing, 237-248. Springer Berlin Heidelberg, 2011.
    10.1007/978-3-642-19802-1_17
  38. Andrade, F; Novais, P; Carneiro, D; Neves, J; Andrade, Francisco Carneiro Pacheco; Novais, Paulo; Carneiro, Davide Rua; Neves, José. "Conflict resolution in virtual locations". Portugal: IGI Global, 2010.
    10.4018/978-1-61520-975-0.ch003
  39. Costa, Ricardo; Carneiro, Davide; Novais, Paulo; Lima, Luís; Machado, José; Marques, Alberto; Neves, José. "Ambient Assisted Living". In 3rd Symposium of Ubiquitous Computing and Ambient Intelligence 2008, 86-94. Springer Berlin Heidelberg, 2009.
    10.1007/978-3-540-85867-6_10
  40. Carneiro, D.; Novais, P.; Andrade, F.; Zeleznikow, J.; Neves, J.. "The legal precedent in online dispute resolution". In Frontiers in Artificial Intelligence and Applications, 47-52. 2009.
    10.3233/978-1-60750-082-7-47
  41. Costa, Ricardo; Novais, Paulo; Lima, Luís; Carneiro, Davide; Samico, Dário; Oliveira, João; Machado, José; Neves, José. "VirtualECare: Intelligent Assisted Living". In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 138-144. Springer Berlin Heidelberg, 2009.
    10.1007/978-3-642-00413-1_17
  42. Carneiro, Davide; Novais, Paulo; Costa, Ricardo; Gomes, Pedro; Neves, José. "EMon: Embodied Monitorization". In Lecture Notes in Computer Science, 133-142. Portugal: Springer Berlin Heidelberg, 2009.
    10.1007/978-3-642-05408-2_17
  43. Novais, Paulo; Costa, Ricardo; Carneiro, Davide; Machado, José; Lima, Luís; Neves, José. "Group Support in Collaborative Networks Organizations for Ambient Assisted Living". In IFIP – The International Federation for Information Processing, 353-362. Springer US, 2008.
    10.1007/978-0-387-85691-9_30
Conference abstract
  1. Santos, Marta; Ferreira, Flora; Borges, Ana; Carneiro, Davide. "Detection analysis of breaks in water consumption patterns: a simulation study". Paper presented in VII Workshop on Computational Data Analysis and Numerical Methods, 2020.
    Published
Conference paper
  1. Carneiro, D; Carvalho, M. "Using Segmentation to Improve Machine Learning Performance in Human-in-the-Loop Systems". 2023.
    10.1007/978-3-031-16078-3_28
  2. Ferreira, R; Sousa, C; Carneiro, D; Cardeiro, C. "Data-Driven Production Planning Approach Based on Suppliers and Subcontractors Analysis: The Case of the Footwear Cluster". 2023.
    10.1016/j.procs.2023.01.370
  3. Monteiro, J; Oliveira, Ó; Carneiro, D. "Selection of Replicas with Predictions of Resources Consumption". 2023.
    10.1007/978-3-031-27409-1_29
  4. Nelson Duarte; Carla Pereira; Davide Carneiro. "DIGITAL MATURITY: AN OVERVIEW APPLIED TO THE MANUFACTURING INDUSTRY IN THE REGION OF TÂMEGA E SOUSA, PORTUGAL". 2022.
    10.3846/bm.2022.790
  5. Ramos, D; Carneiro, D; Novais, P. "Using Evolving Ensembles to Deal with Concept Drift in Streaming Scenarios". 2022.
    10.1007/978-3-030-96627-0_6
  6. Carneiro, D; Sousa, M; Palumbo, G; Guimaraes, M; Carvalho, M; Novais, P. "Continuously Learning from User Feedback". 2022.
    10.1007/978-3-031-04826-5_57
  7. Carneiro, D; Barbosa, R. "A Framework for Online Education in Computer Science Degrees with a Focus on Motivation". 2021.
    10.1007/978-3-030-86618-1_14
  8. Carneiro, D; Guimarães, M; Carvalho, M; Novais, P. "Optimizing Model Training in Interactive Learning Scenarios". 2021.
    10.1007/978-3-030-72657-7_15
  9. Sousa, M; Carneiro, D. "Interactive Learning in decision-support: an application to Fraud Detection". 2021.
    10.23919/cisti52073.2021.9476552
  10. Santos M.C.; Borges A.N.A.I.; Carneiro D.R.; Ferreira F.J.. "Synthetic dataset to study breaks in the consumer's water consumption patterns". 2021.
    10.1145/3475827.3475836
  11. Guimaraes, M; Carneiro, D. "A Meta-Learning Approach to Error Prediction". 2021.
    10.23919/cisti52073.2021.9476516
  12. Carneiro, Davide; GUIMARÃES, MIGUEL; Veloso, Patrícia; Batista, Joana; Sousa, Miguel. "A Conversational Interface for interacting with Machine Learning models". 2021.
    Published
  13. Teixeira, A; Rodrigues, M; Carneiro, D; Novais, P. "HORUS: An emotion recognition tool". 2020.
    10.1007/978-3-030-29516-5_11
  14. Carneiro, D.R.; Silva, R.J.R.. "Game Elements, Motivation and Programming Learning: A Case Study". 2020.
    10.4230/oasics.icpec.2020.5
  15. Rocha, R; Carneiro, D; Costa, R; Analide, C. "Continuous authentication in mobile devices using behavioral biometrics". 2020.
    10.1007/978-3-030-24097-4_23
  16. Carneiro, D; Amaral, A; Carvalho, M. "A Soft Context-Aware Traffic Management System for Smart Cities". 2020.
    10.3233/aise200041
  17. Gonçalves, F; Carneiro, D; Pêgo, J; Novais, P. "Monitoring mental stress through mouse behaviour and decision-making patterns". 2019.
    10.1007/978-3-030-01746-0_5
  18. Rocha, R; Carneiro, D; Pinheiro, AP; Novais, P. "A customizable game-inspired application for memory stimulation". 2019.
    10.1007/978-3-030-01746-0_33
  19. Carneiro, D.; Sousa, C.. "The influence of external factors on the energy efficiency of public lighting". 2018.
  20. Carneiro, D; Duraes, D; Bajo, J; Novais, P; Carneiro, Davide Rua; Durães, Dalila; Bajo, Javier; Novais, Paulo. "Non-intrusive Monitoring of Attentional Behavior in Teams". 2017.
    10.1007/978-3-319-48829-5_15
  21. Rodrigues, R; Mendes, AJ; Carneiro, D; Amorim, M; Pinheiro, AP; Novais, P; Rodrigues, Paulo Renato Dias; et al. "An application to enrich the study of Auditory Emotion Recognition". 2017.
    10.1109/ie.2017.10
  22. Novais, P; Carneiro, D; Gonçalves, F; Pêgo, JM. "Ambient intelligent systems the role of non-intrusive approaches". 2017.
  23. Carneiro, D; Rocha, H; Novais, P. "An Environment for Studying Visual Emotion Perception". 2017.
    10.1007/978-3-319-61118-1_29
  24. Carneiro, Davide Rua; Rocha, Hélder; Novais, Paulo. "An environment for studying visual emotion perception". 2017.
    10.1007/978-3-319-61118-1_29
  25. Duraes, D; Goncalves, S; Carneiro, D; Bajo, J; Novais, P; Durães, D; Gonçalves, S; et al. "Detection of Behavioral Patterns for Increasing Attentiveness Level". 2017.
    10.1007/978-3-319-53480-0_58
  26. Araujo, D; Pimenta, A; Carneiro, D; Novais, P. "Providing Wellness Services Using Real Time Analytics". 2016.
    10.1007/978-3-319-40114-0_19
  27. Faria, Paulina; Carneiro, Paulo; Jerónimo, Alina; Malheiro, Davide. "ReedCob – An eco-efficient building technology for monolithic walls based on earth and reeds". 2016.
  28. Durães, Dalila; Carneiro, Davide Rua; Bajo, Javier; Novais, Paulo; Duraes, D; Carneiro, D; Bajo, J; Novais, P; Durães, D. "Supervising and improving attentiveness in human computer interaction". 2016.
    Durães D., Carneiro D., Bajo J., Novais P., Supervising and Improving Attentiveness in Human Computer Interaction, Intelligent Environments 2016 – Workshop Proceedings of the 12th International Conference on Intelligent Environments, IOS Press, pp 255-265
  29. Carneiro, D.; Durães, D.; Bajo, J.; Novais, P.. "Quantifying attention in computer-based tasks". 2016.
  30. Carneiro, D; Novais, P; Pego, JM; Sousa, N; Neves, J. "Using Mouse Dynamics to Assess Stress During Online Exams". 2015.
    10.1007/978-3-319-19644-2_29
  31. Pimenta, A; Carneiro, D; Novais, P; Neves, J. "A discomfort-sensitive chair for pointing out mental fatigue". 2015.
    10.1007/978-3-319-19695-4_6
  32. Pimenta, A; Goncalves, S; Carneiro, D; Fde Riverola, F; Neves, J; Novais, P. "MentalWorkload Management as a Tool in e-Learning Scenarios". 2015.
    10.5220/0005237700250032
  33. Pimenta, A; Carneiro, D; Neves, J; Novais, P. "Improving User Privacy and the Accuracy of User Identification in Behavioral Biometrics". 2015.
    10.1007/978-3-319-23485-4_2
  34. da Costa, M; Carneiro, D; Dias, M; Novais, P. "How Musical Selection Impacts the Performance of the Interaction with the Computer". 2015.
    10.1007/978-3-319-10422-5_4
  35. Pimenta, A; Carneiro, D; Novais, P; Neves, J. "Detection of Distraction and Fatigue in Groups through the Analysis of Interaction Patterns with Computers". 2015.
    10.1007/978-3-319-10422-5_5
  36. Goncalves, S; Rodrigues, M; Carneiro, D; Fdez Riverola, F; Novais, P. "Boosting Learning: Non-intrusive Monitoring of Student's Efficiency". 2015.
    10.1007/978-3-319-19632-9_10
  37. Carneiro, D; Pinto, S; Pinheiro, A; Novais, P. "An Intelligent Environment to Assess Auditory Emotional Recognition". 2015.
    10.1109/inista.2015.7276761
  38. Carneiro, Davide Rua; Novais, Paulo; Pêgo, José M.; Sousa, Nuno; Neves, José. "Using mouse dynamics to assess stress during online exams". 2015.
    10.1007/978-3-319-19644-2_29
  39. Costa, Mickael da; Carneiro, Davide Rua; Dias, Marcelo; Novais, Paulo. "How musical selection impacts the performance of the interaction with the computer". 2015.
    Costa, M., Carneiro, D., Dias, M., & Novais, P. (2015). How Musical Selection Impacts the Performance of the Interaction with the Computer. Intelligent Distributed Computing Viii, 570, 19-28. doi: 10.1007/978-3-319-10422-5_4
  40. Pimenta, André; Carneiro, Davide Rua; Novais, Paulo; Neves, José. "Detection of distraction and fatigue in groups through the analysis of interaction patterns with computers". 2015.
    Pimenta, A., Carneiro, D., Novais, P., & Neves, J. (2015). Detection of Distraction and Fatigue in Groups through the Analysis of Interaction Patterns with Computers. Intelligent Distributed Computing Viii, 570, 29-39. doi: 10.1007/978-3-319-10422-5_5
  41. Carneiro, D; Novais, P; Carneiro, Davide Rua; Novais, Paulo. "New applications of ambient intelligence". 2014.
    10.1007/978-3-319-07596-9_25
  42. Gomes, M; Alfonso Cendon, J; Marques Sanchez, P; Carneiro, D; Novais, P. "Improving Conflict Support Environments with Information Regarding Social Relationships". 2014.
    10.1007/978-3-319-12027-0_63
  43. Carneiro, D; Novais, P; Carneiro, Davide Rua; Novais, Paulo. "Making Justice more accessible". 2014.
    10.1145/2691195.2691284
  44. Carneiro, D; Novais, P; Zeleznikow, J; Andrade, F; Neves, J; Carneiro, Davide Rua; Novais, Paulo; et al. "Managing Motivation at the Workplace through Negotiation". 2014.
    10.3233/978-1-61499-468-8-91
  45. Pimenta, A; Carneiro, D; Novais, P; Neves, J; Pimenta, André; Carneiro, Davide Rua; Novais, Paulo; Neves, José. "Analysis of Human Performance as a Measure of Mental Fatigue". 2014.
    10.1007/978-3-319-07617-1_35
  46. Gomes, M; Oliveira, T; Silva, F; Carneiro, D; Novais, P. "Establishing the Relationship between Personality Traits and Stress in an Intelligent Environment". 2014.
    10.1007/978-3-319-07467-2-40
  47. Gonçalves, Sérgio; Carneiro, Davide Rua; Alfonso-Cedón, Javier; Fdez-Riverola, Florentino; Novais, Paulo; Goncalves, S; Carneiro, D; et al. "Analysis of student’s context in e-Learning". 2014.
    10.1109/SIIE.2014.7017726
  48. Gomes, Marco; Oliveira, Tiago José Martins; Silva, Fábio; Carneiro, Davide Rua; Novais, Paulo. "Establishing the relationship between personality traits and stress in an intelligent environment". 2014.
    10.1007/978-3-319-07467-2_40
  49. Gomes, Marco; Carneiro, Davide Rua; Pimenta, André; Nunes, Milton; Novais, Paulo; Neves, José. "Improving modularity, interoperability and extensibility in Ambient Intelligence". 2014.
    10.1007/978-3-319-07596-9_7
  50. Gomes, Marco; Alfonso-Cendón, Javier; Marqués-Sánchez, Pilar; Carneiro, Davide Rua; Novais, Paulo. "Improving conflict support environments with information regarding social relationships". 2014.
    10.1007/978-3-319-12027-0_63
  51. Pimenta, A; Carneiro, D; Neves, J; Novais, P; Pimenta, A.; Carneiro, D.; Neves, J.; Novais, P.. "A non-invasive approach to detect and monitor acute mental fatigue". 2014.
    10.1007/978-3-319-07467-2-36
  52. Rodrigues, Manuel; Gonçalves, Sérgio; Carneiro, Davide Rua; Novais, Paulo; Fdez-Riverola, Florentino. "Keystrokes and clicks : measuring stress on e-learning students". 2013.
    10.1007/978-3-319-00569-0_15
  53. Novais, Paulo; Carneiro, Davide Rua; Gomes, Marco; Neves, José. "The relationship between stress and conflict handling style in an ODR environment". 2013.
    10.1007/978-3-642-39931-2_10
  54. Carneiro, Davide Rua; Novais, Paulo; Catalão, Fábio; Marques, José; Pimenta, André; Neves, José. "Dynamically improving collective environments through mood induction procedures". 2013.
    10.1007/978-3-319-00566-9_5
  55. Carneiro, Davide Rua; Gonçalves, Sérgio; Novais, Paulo; Neves, José. "Studying stress on e-Learning users". 2013.
    10.1007/978-3-642-40669-0_1
  56. Pimenta, André; Carneiro, Davide Rua; Novais, Paulo; Neves, José. "Monitoring mental fatigue through the analysis of keyboard and mouse interaction patterns". 2013.
    10.1007/978-3-642-40846-5_23
  57. Novais, Paulo; Carneiro, Davide Rua; Andrade, Francisco Carneiro Pacheco; Zeleznikow, John; Neves, José. "Context-aware environments for online dispute resolution". 2012.
  58. Carneiro, Davide Rua; Castillo, José Carlos; Novais, Paulo; Fernández-Caballero, Antonio; Neves, José; López, María T.. "Stress monitoring in conflict resolution situations". 2012.
    10.1007/978-3-642-28783-1_17
  59. Novais, Paulo; Carneiro, Davide Rua; Gomes, Marco; Neves, José. "Behavioural and context analysis in an online dispute resolution environment". 2012.
  60. Gomes, Marco; Carneiro, Davide Rua; Novais, Paulo; Neves, José. "Modelling stress recognition in conflict resolution scenarios". 2012.
    10.1007/978-3-642-28942-2_48
  61. Novais, Paulo; Carneiro, Davide Rua; Neves, José. "Incorporating stress estimation into user-centred agent-based platforms". 2012.
    10.1007/978-3-642-28786-2_37
  62. Novais, Paulo; Carneiro, Davide Rua; Gomes, Marco; Neves, José. "Non-invasive estimation of stress in conflict resolution environments". 2012.
    10.1007/978-3-642-28786-2_17
  63. José Neves; Davide Carneiro; Paulo Novais; Marco Gomes; Paulo Moura. "A Statistical Classifier for Assessing the Level of Stress from the Analysis of Interaction Patterns in a Touch Screen". 2012.
  64. Carneiro, D; Novais, P; Neves, J; Carneiro, Davide Rua; Novais, Paulo; Neves, José; Carneiro, D.; Novais, P.; Neves, J.. "Towards domain-independent conflict Resolution tools". 2011.
    10.1109/wi-iat.2011.84
  65. Carneiro, Davide Rua; Novais, Paulo; Neves, José. "Toward seamless environments for dispute prevention and resolution". 2011.
    10.1007/978-3-642-19937-0_4
  66. Carneiro, Davide Rua; Gomes, Marco; Novais, Paulo; Neves, José. "Developing dynamic conflict resolution models based on the interpretation of personal conflict styles". 2011.
    10.1007/978-3-642-24769-9_4
  67. Carneiro, Davide Rua; Novais, Paulo; Neves, José. "An agent-based architecture for multifaceted online dispute resolution tools". 2011.
    10.1007/978-3-642-21332-8_13
  68. Carneiro, Davide Rua; Novais, Paulo; Machado, Luís; Analide, César; Costa, Nuno; Neves, José. "Role playing games and emotions in dispute resolution environments". 2011.
    10.1007/978-3-642-19644-7_17
  69. Carneiro, Davide Rua; Novais, Paulo; Andrade, Francisco Carneiro Pacheco; Neves, José; Carneiro, D.; Novais, P.; Andrade, F.; Neves, J.. "Retrieving Information in online dispute resolution platforms : a hybrid method". Paper presented in International Conference on Artificial Intelligence and Law - ICAIL '11, 2011.
    10.1145/2018358.2018390
  70. Costa, Nuno; Carneiro, Davide Rua; Novais, Paulo; Barbieri, Diovana; Andrade, Francisco Carneiro Pacheco. "An advice system for consumer’s law disputes". 2011.
    10.1007/978-3-642-19802-1_17
  71. Carneiro, Davide Rua; Novais, Paulo; Lemos, Flávio; Andrade, Francisco Carneiro Pacheco; Neves, José. "Issues on conflict resolution in collaborative networks". 2011.
    10.1007/978-3-642-23330-2_30
  72. Carneiro, D; Novais, P; Costa, R; Neves, J; Carneiro, Davide Rua; Novais, Paulo; Costa, Ricardo; Neves, José. "Enhancing the Role of Multi-agent Systems in the Development of Intelligent Environments". 2010.
    10.1007/978-3-642-12433-4_15
  73. Carneiro, D.; Costa, Â.; Novais, P.; Andrade, F.; Neves, J.; Carneiro, Davide Rua; Costa, Ângelo; et al. "Providing relevant knowledge in disputes: UMCourt project". Paper presented in CEUR Workshop Proceedings, 2010.
  74. Costa, N.; Carneiro, D.; Novais, P.; Barbieri, D.; Andrade, F.. "An agent-based approach to consumer's law dispute resolution". Paper presented in ICEIS 2010 - 12th International Conference on Enterprise Information Systems, 2010.
  75. Machado, Luís; Carneiro, Davide Rua; Analide, César; Novais, Paulo. "Jogos de papéis e emoções em ambientes assistidos". 2010.
  76. Andrade, Francisco Carneiro Pacheco; Novais, Paulo; Carneiro, Davide Rua; Zeleznikow, John; Neves, José. "Using BATNAs and WATNAs in online dispute resolution". 2010.
    10.1007/978-3-642-14888-0_2
  77. Carneiro, Davide Rua; Novais, Paulo; Andrade, Francisco Carneiro Pacheco; Neves, José. "Using mediation to solve disputes with avoiding parties". 2010.
  78. Café, Ana; Carneiro, Davide Rua; Andrade, Francisco Carneiro Pacheco; Novais, Paulo. "Sistema de resolução online de conflito para partilhas de bens : divórcios e heranças". 2010.
  79. Costa, Nuno; Carneiro, Davide Rua; Novais, Paulo; Barbieri, Diovana; Andrade, Francisco Carneiro Pacheco. "An agent-based approach to consumer´s law dispute resolution". 2010.
  80. Andrade, Francisco Carneiro Pacheco; Barbieri, Diovana; Carneiro, Davide Rua; Novais, Paulo. "Artificial intelligence applications in ODR: online dispute resolution: the UMCourt project". 2010.
  81. Carneiro, Davide Rua; Novais, Paulo; Andrade, Francisco Carneiro Pacheco; Zeleznikow, John; Neves, José. "Using case-based reasoning to support alternative dispute resolution". 2010.
    10.1007/978-3-642-14883-5_16
  82. Carneiro, Davide Rua; Novais, Paulo; Costa, Ricardo; Neves, José. "Developing intelligent environments with OSGi and JADE". 2010.
    10.1007/978-3-642-15286-3_17
  83. Costa, Ricardo André Fernandes; Novais, Paulo; Lima, Luís; Carneiro, Davide; Samico, Dário; Oliveira, João; Machado, José Manuel; Neves, José. "VirtualECare: intelligent assisted living". 2009.
    10.1007/978-3-642-00413-1_17
  84. Costa, Ricardo André Fernandes; Carneiro, Davide Rua; Novais, Paulo; Lima, Luís; Machado, José Manuel; Marques, Alberto; Neves, José. "Ambient assisted living". 2009.
    10.1007/978-3-540-85867-6_10
  85. Carneiro, Davide Rua; Novais, Paulo; Andrade, Francisco Carneiro Pacheco; Zeleznikow, John; Neves, José. "The legal precedent in online dispute resolution". 2009.
    10.3233/978-1-60750-082-7-47
  86. Carneiro, Davide Rua; Novais, Paulo; Costa, Ricardo; Gomes, Pedro; Neves, José. "EMon : embodied monitorization". 2009.
    10.1007/978-3-642-05408-2_17
  87. Carneiro, Davide Rua; Novais, Paulo; Costa, Ricardo; Neves, José. "Case-based reasoning decision making in ambient assisted living". 2009.
    10.1007/978-3-642-02481-8_119
  88. Carneiro, D; Costa, R; Novais, P; Neves, J; Machado, J; Carneiro, Davide Rua; Costa, Ricardo; et al. "Simulating and Monitoring Ambient Assisted Living". 2008.
  89. Novais, Paulo; Costa, Ricardo André Fernandes; Carneiro, Davide Rua; Machado, José Manuel; Lima, Luís; Neves, José. "Group support in collaborative networks organizations for ambient assisted living". 2008.
    10.1007/978-0-387-85691-9_30
Journal article
  1. Oliveira, Filipe; Pereira, João; Carneiro, Davide; Ribeiro, Miguel; Neves, Francisco. "Explainability-Guided Data Augmentation for Robust Textile Defect Detection". Engineering Applications of Artificial Intelligence (2025):
    Submitted
  2. Eduardo Peixoto; Diogo Torres; Davide Carneiro; Bruno Silva; Ruben Marques. "Reusing ML Models in Dynamic Data Environments: Data Similarity-Based Approach for Efficient MLOps". Big Data and Cognitive Computing (2025): https://doi.org/10.3390/bdcc9020047.
    10.3390/bdcc9020047
  3. Miguel Guimarães; Davide Carneiro; Guilherme Palumbo; Filipe Oliveira; Óscar Oliveira; Victor Alves; Paulo Novais. "Predicting Model Training Time to Optimize Distributed Machine Learning Applications". Electronics (2023): https://doi.org/10.3390/electronics12040871.
    10.3390/electronics12040871
  4. Palumbo, G; Carneiro, D; Guimares, M; Alves, V; Novais, P. "Algorithm Recommendation and Performance Prediction Using Meta-Learning". INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2023):
    10.1142/s0129065723500119
  5. Borges A.; Carvalho M.; Maia M.; Guimarães M.; Carneiro D.. "Predicting and explaining absenteeism risk in hospital patients before and during COVID-19". Socio-Economic Planning Sciences (2023):
    10.1016/j.seps.2023.101549
  6. Oliveira, F; Carneiro, D; Guimaraes, M; Oliveira, O; Novais, P. "Block size, parallelism and predictive performance: finding the sweet spot in distributed learning". INTERNATIONAL JOURNAL OF PARALLEL EMERGENT AND DISTRIBUTED SYSTEMS (2023):
    10.1080/17445760.2023.2225854
  7. Álvaro Huerta; Arturo Martinez; Davide Carneiro; Vicente Bertomeu-González; Jose J. Rieta; Raúl Alcaraz. "Comparison of Supervised Learning Algorithms for Quality Assessment of Wearable Electrocardiograms With Paroxysmal Atrial Fibrillation". IEEE Access (2023): https://doi.org/10.1109/ACCESS.2023.3317793.
    10.1109/ACCESS.2023.3317793
  8. Sousa, C; Teixeira, D; Carneiro, D; Nunes, D; Novais, P. "Knowledge-based decision intelligence in street lighting management". INTEGRATED COMPUTER-AIDED ENGINEERING (2022):
    10.3233/ica-210671
  9. Davide Carneiro; Miguel Guimarães; Mariana Carvalho; Paulo Novais. "Using meta-learning to predict performance metrics in machine learning problems". Expert Systems (2021): https://doi.org/10.1111/exsy.12900.
    10.1111/exsy.12900
  10. Davide Carneiro; Miguel Guimarães; Fábio Silva; Paulo Novais. "A predictive and user-centric approach to Machine Learning in data streaming scenarios". Neurocomputing (2021): https://doi.org/10.1016/j.neucom.2021.07.100.
    10.1016/j.neucom.2021.07.100
  11. José Pedro Monteiro; Diogo Ramos; Davide Carneiro; Francisco Duarte; João M. Fernandes; Paulo Novais. "Meta-learning and the new challenges of machine learning". International Journal of Intelligent Systems 36 11 (2021): 6240-6272. https://doi.org/10.1002/int.22549.
    10.1002/int.22549
  12. Davide Carneiro; António Amaral; Mariana Carvalho; Luís Barreto. "An Anthropocentric and Enhanced Predictive Approach to Smart City Management". Smart Cities (2021): https://doi.org/10.3390/smartcities4040072.
    10.3390/smartcities4040072
  13. Patrícia Anjos Azevedo; Davide Rua Carneiro. "A RELEVÂNCIA DO PORTAL BASE, À LUZ DOS PRINCÍPIOS FUNDAMENTAIS DA CONTRATAÇÃO PÚBLICA E DO PROCEDIMENTO DE FORMAÇÃO DOS CONTRATOS PÚBLICOS EM PORTUGAL". Dereito: revista xurídica da Universidade de Santiago de Compostela (2021): https://doi.org/10.15304/dereito.29.2.7144.
    10.15304/dereito.29.2.7144
  14. Davide Carneiro; Jorge Pereira; Eliana Costa e Silva. "Optimization of the grapes reception process". Neural Computing and Applications (2021): https://doi.org/10.1007/s00521-020-05620-0.
    10.1007/s00521-020-05620-0
  15. Ramos, D; Carneiro, D; Novais, P. "Using a Genetic Algorithm to optimize a stacking ensemble in data streaming scenarios". AI COMMUNICATIONS (2020):
    10.3233/aic-200648
  16. Rocha, R.; Carneiro, D.; Novais, P.. "Continuous authentication with a focus on explainability". Neurocomputing (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85084763015&partnerID=MN8TOARS.
    10.1016/j.neucom.2020.02.122
  17. Davide Carneiro; Paulo Novais; Juan Carlos Augusto; Nicola Payne. "New Methods for Stress Assessment and Monitoring at the Workplace". IEEE Transactions on Affective Computing 10 2 (2019): 237-254. https://doi.org/10.1109/TAFFC.2017.2699633.
    10.1109/taffc.2017.2699633
  18. Davide Carneiro; Paulo Novais; Dalila Durães; José Miguel Pego; Nuno Sousa. "Predicting completion time in high-stakes exams". Future Generation Computer Systems 92 (2019): 549-559. https://doi.org/10.1016/j.future.2018.01.061.
    10.1016/j.future.2018.01.061
  19. Duraes, D; Carneiro, D; Jimenez, A; Novais, P; Durães, D; Jiménez, A. "Characterizing attentive behavior in intelligent environments". NEUROCOMPUTING (2018):
    10.1016/j.neucom.2017.05.091
  20. Carneiro, D; Pinheiro, AP; Pereira, M; Ferreira, I; Domingues, M; Novais, P. "Using behavioral features in tablet-based auditory emotion recognition studies". FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2018):
    10.1016/j.future.2018.07.013
  21. Goncalves, F; Carneiro, D; Pego, J; Novais, P. "X3S: A Multi-modal Approach to Monitor and Assess Stress through Human-computer Interaction". COMPUTER SCIENCE AND INFORMATION SYSTEMS (2018):
    10.2298/csis180115033g
  22. Durães, D; Carneiro, D; Bajo, J; Novais, P; Duraes, D. "Modelling a smart environment for nonintrusive analysis of attention in the workplace". Expert Syst. J. Knowl. Eng. (2018):
    10.1111/exsy.12275
  23. Davide Carneiro; André Pimenta; José Neves; Paulo Novais. "Non-intrusive quantification of performance and its relationship to mood". Soft Computing (2017): https://doi.org/10.1007%2Fs00500-016-2380-y.
    10.1007/s00500-016-2380-y
  24. Davide Carneiro; Ana P. Pinheiro; Paulo Novais; Carneiro, Davide; Pinheiro, Ana P.; Novais, Paulo. "Context acquisition in auditory emotional recognition studies". Journal of Ambient Intelligence and Humanized Computing 8 2 (2017): 191-203. https://doi.org/10.1007%2Fs12652-016-0391-2.
    10.1007/s12652-016-0391-2
  25. Davide Carneiro; André Pimenta; José Neves; Paulo Novais. "A multi-modal architecture for non-intrusive analysis of performance in the workplace". Neurocomputing 231 (2017): 41-46. https://doi.org/10.1016%2Fj.neucom.2016.05.105.
    10.1016/j.neucom.2016.05.105
  26. Carneiro, Davide; Novais, Paulo. "Quantifying the effects of external factors on individual performance". Future Generation Computer Systems 66 (2017): 171-186. http://dx.doi.org/10.1016/j.future.2016.05.019.
    10.1016/j.future.2016.05.019
  27. Carneiro, Davide Rua; Novais, Paulo; Sousa, Nuno; Pêgo, José M.; Neves, José. "Mouse dynamics correlates to student behaviour in computer-based exams". Logic Journal Of The Igpl 25 6 (2017): 967-978. http://dx.doi.org/10.1093/jigpal/jzx051.
    10.1093/jigpal/jzx051
  28. Carneiro, D; Novais, P. "Behavioral biometrics and ambient intelligence: New opportunities for context-aware applications". Frontiers in Artificial Intelligence and Applications (2017):
    10.3233/978-1-61499-804-4-68
  29. André Pimenta; Davide Carneiro; José Neves; Paulo Novais. "A neural network to classify fatigue from human–computer interaction". Neurocomputing 172 (2016): 413-426. http://dx.doi.org/10.1016/j.neucom.2015.03.105.
    10.1016/j.neucom.2015.03.105
  30. Carneiro, D; Araujo, D; Pimenta, A; Novais, P; CARNEIRO, D; ARAÚJO, D; PIMENTA, A; NOVAIS, P. "Real Time Analytics for Characterizing the Computer User's State". ADCAIJ-ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL (2016):
    10.14201/adcaij201654118
  31. Carneiro, D; Pimenta, A; Goncalves, S; Neves, J; Novais, P. "Monitoring and improving performance in human-computer interaction". CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE (2016):
    10.1002/cpe.3635
  32. Novais, P; Carneiro, D. "The role of non-intrusive approaches in the development of people-aware systems". PROGRESS IN ARTIFICIAL INTELLIGENCE (2016):
    10.1007/s13748-016-0085-1
  33. Gonçalves, S; Carneiro, D; Fdez-Riverola, F; Novais, P. "Análisis del comportamiento en entornos de e-learning". EDMETIC (2015):
    10.21071/edmetic.v4i2.3966
  34. Goncalves, Sergio; Carneiro, Davide; Fdez-Riverola, Florentino; Novais, Paulo. "Behavior analysis environments e-learning". Edmetic 4 2 (2015): 137-172. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000216076000009&KeyUID=WOS:000216076000009.
  35. Carlos Castillo, JC; Carneiro, D; Serrano Cuerda, J; Novais, P; Fernandez Caballero, A; Neves, J. "A multi-modal approach for activity classification and fall detection". INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE (2014):
    10.1080/00207721.2013.784372
  36. Gomes, M; Oliveira, T; Carneiro, D; Novais, P; Neves, J; Gomes, Marco; Oliveira, Tiago; et al. "STUDYING THE EFFECTS OF STRESS ON NEGOTIATION BEHAVIOR". CYBERNETICS AND SYSTEMS 45 3 (2014): 279-291. http://dx.doi.org/10.1080/01969722.2014.894858.
    10.1080/01969722.2014.894858
  37. Carneiro, D.; Novais, P.; Neves, J.. "Using genetic algorithms to create solutions for conflict resolution". Neurocomputing 109 (2013): 16-26. http://www.scopus.com/inward/record.url?eid=2-s2.0-84875918746&partnerID=MN8TOARS.
    10.1016/j.neucom.2012.03.024
  38. Carneiro, D.; Novais, P.; Andrade, F.; Zeleznikow, J.; Neves, J.; Carneiro, Davide; Novais, Paulo; et al. "Using Case-Based Reasoning and Principled Negotiation to provide decision support for dispute resolution". Knowledge and Information Systems 36 3 (2013): 789-826. http://www.scopus.com/inward/record.url?eid=2-s2.0-84880965785&partnerID=MN8TOARS.
    10.1007/s10115-012-0563-0
  39. Carneiro, D.; Gomes, M.; Costa, A.; Novais, P.; Neves, J.; Carneiro, Davide; Gomes, Marco; et al. "Enriching conflict resolution environments with the provision of context information". Expert Systems 34 5 (2013): e12049. http://www.scopus.com/inward/record.url?eid=2-s2.0-84883201532&partnerID=MN8TOARS.
    10.1111/exsy.12049
  40. Carneiro, D.; Castillo, J.C.; Novais, P.; Fernández-Caballero, A.; Neves, J.; Carneiro, Davide Rua; Castillo, José Carlos; et al. "Multimodal behavioral analysis for non-invasive stress detection". Expert Systems with Applications 39 18 (2012): 13376-13389. http://www.scopus.com/inward/record.url?eid=2-s2.0-84865236237&partnerID=MN8TOARS.
    10.1016/j.eswa.2012.05.065
  41. Carneiro, D.; Novais, P.; Andrade, F.; Zeleznikow, J.; Neves, J.. "Online dispute resolution: an artificial intelligence perspective". Artificial Intelligence Review (2011): 1-30. http://www.scopus.com/inward/record.url?eid=2-s2.0-84855181611&partnerID=MN8TOARS.
    10.1007/s10462-011-9305-z
  42. Carneiro, D.; Novais, P.; Andrade, F.; Neves, J.. "Improving mediation processes with avoiding parties". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6797 LNAI (2011): 117-128. http://www.scopus.com/inward/record.url?eid=2-s2.0-82055178564&partnerID=MN8TOARS.
    10.1007/978-3-642-25655-4_11
  43. Novais, P; Costa, R; Carneiro, D; Neves, J; Novais, P.; Costa, R.; Carneiro, D.; et al. "Inter-organization cooperation for ambient assisted living". JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS 2 2 (2010): 179-195. http://hdl.handle.net/1822/19386.
    10.3233/ais-2010-0059
  44. Andrade, Francisco Carneiro Pacheco; Carneiro, Davide Rua; Novais, Paulo. "A inteligência artificial na resolução de conflitos em linha". Scientia Ivridica: Revista de Direito Comparado Português e Brasileiro (2010): http://hdl.handle.net/1822/19388.
  45. Barbieri, Diovana; Carneiro, Davide Rua; Andrade, Francisco Carneiro Pacheco; Novais, Paulo. "Resolução de conflitos em linha: uma aplicação ao direito de consumo". Scientia Ivridica: Revista de Direito Comparado Português e Brasileiro (2010): http://hdl.handle.net/1822/19392.
Journal issue
  1. Carlo Giovannella. "Gamification of the Learning Process". Interaction Design and Architecture(s) Journal 53 (2022): http://ixdea.uniroma2.it/inevent/events/idea2010/index.php?s=102&link=ToC_53_P.
    Published • 10.55612/s-5002-053 • Invited editor
Online resource
  1. Santos, Marta; Borges, Ana; Carneiro, Davide; Ferreira, Flora. Synthetic Datasets of Water Consumptions. 2021. https://data.mendeley.com/datasets/v4ynw83j6k/2.
    10.17632/v4ynw83j6k.2
Thesis / Dissertation
  1. Carneiro, Davide Rua. "An agent-based architecture for online dispute resolution services". PhD, 2013. http://hdl.handle.net/1822/28773.

Other

Other output
  1. Gamification of the Learning Process. 2022. Carneiro, D; Caceres, P; Carvalho, MR.
  2. Preface. 2019. Novais, P; Jung, JJ; Villarrubia, G; Fernández Caballero, A; Navarro, E; González, P; Carneiro, D; et al.
    10.1007/978-3-030-01746-0
Software
  1. Barbieri, Diovana; Costa, Nuno; Andrade, Francisco; Carneiro, Davide. "n Advice System for Consumer´s Law Disputes". 2010.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2025/04/05 IA e prova:Em busca da (in)verdade? Congresso Internacional Direito Probatório – Perspetiva Interdisciplinar e Comparada
Universidade Portucalense (Porto, Portugal)
2025/03/11 Escrita Científica:da ideia ao papel Semana de Formações da AEFCUP
Faculdade de Ciências, Universidade do Porto (Porto, Portugal)
2024/12/13 Transformers for time-series forecast AnyBrain Tech Talks
AnyBrain (Braga, Portugal)
2024/12/03 AI – From Research to Practice Semirários do Mestrado em Engenharia Informática
Escola Superior de Tecnologia e Gestão, Instituto Politécnico do Porto (Felgueiras, Portugal)
2024/10/21 A Inteligência Artificial na Educação
Escola Secundária de Lousada (Lousada, Portugal)
2024/10/16 Efficient MLOps: Meta-learning meets Frugal AI ESAIM 2024 – 2nd European Symposium on Artificial Intelligence in Manufacturing
Laboratory for Manufacturing Systems and Automation (Atenas, Greece)
2024/10/16 Addressing the Limitations of LIME for Explainable AI in Manufacturing: A Case Study in Textile Defect Detection ESAIM 2024 – 2nd European Symposium on Artificial Intelligence in Manufacturing
Laboratory for Manufacturing Systems and Automation (Atenas, Greece)
2024/07/18 What is AI? Key concepts and different types IndustryClub: AI 101 Tech Masterclass
Kaizen Institute (Porto, Portugal)
2024/07/18 Tech Masterclass Industry Club - AI101 IndustryClub: AI 101 Tech Masterclass
Kaizen Institute (Porto, Portugal)
2024/06/05 Improving LLM alignment through Knowledge Graphs The ODR Forum of the National Center for Technology and Dispute Resolution
Czech Institute of Informatics, Robotics and Cybernetics (CIIRC CTU) (Prague, Czech Republic)
2024/05/10 A Inteligência Artificial na Educação
Escola Secundária Alcaides de Faria (Barcelos, Portugal)
2024/05/09 Frugal AI – Improving MLOps through meta-features and meta-learning AIM-NET Thematic Workshop on Frugal AI
AIM-NET
2024/05/06 Generative AI: a Gentle Introduction Pós-Graduação em Business Analytics
ISCAP, Instituto Politécnico do Porto (Porto, Portugal)
2023/12/12 Education in AI in Education STG'23 - Semana da Tecnologia e da Gestão de 2023
Instituto Politécnico de Bragança (Bragança, Portugal)
2023/03/13 Democratizing AI through teaching: why and how Master in Informatics Teaching Seminar
Universidade do Minho (Braga, Portugal)
2022/12/13 Towards more dynamic and efficient Machine Learning pipelines Quartas à Tarde no DEI - Masterclass
Instituto Superior de Engenharia do Porto (Porto, Portugal)
2022/10 Our Role in the Data Revolution: Empowerment and Responsibility International Conference on Intelligence-based Transformations of Technology and Business (ICITTB) 2022
(Albania)
2022/09 Dynamic Management of Distributed ML Projects Intelligent Distributed Computing Symposium - IDC’22
2022/09 Using segmentation to improve machine learning performance in human-in-the-loop systems IntelliSys'22 - Intelligent Systems Conference 2022
(Amsterdam, Netherlands)
2022/07 Real-time algorithm recommendation using meta-learning 13th International Symposium on Ambient Intelligence
2022/06/01 Ethics in Artificial Intelligence XX Business Sciences Seminar
Escola Superior de Tecnologia e Gestão, Instituto Politécnico do Porto (Portugal)
2022/04 Continuously Learning from User Feedback WorldCist'22 - 10th World Conference on Information Systems and Technologies
(Montenegro)
2022 "The Individual in the Data Revolution: Empowerment and Responsibility", Una Europa Masterclass, Jagiellonian University, Krakow, Poland, 09/05/2022 - 14/05/2022. Una Europa Masterclass
Jagiellonian University (Krakow, Poland)
2021/12/04 Artificial Intelligence: from theory to practice Basto Tech MeetUp #10
ADBASTO – Associação de Desenvolvimento Técnico-Profissional das Terras de Basto (Portugal)
2021/11/11 Artificial Intelligence in financial audit Master in Informatics Engineering Seminar
Instituto Politécnico do Porto (Portugal)
2021/09 Ethics, transparency, fairness and the responsibility of Artificial Intelligence Disruptive Technologies Tech Ethics and Artificial Intelligence
Universidade de Salamanca (Salamanca, Spain)
2021/09 Using evolving ensembles to deal with concept drift in streaming scenarios 14th International Symposium on Intelligent Distributed Computing
(Italy)
2021/07/22 Enriching Communication Processes in Legal Practice ELSA Webinars Academy on Digital Law - Artificial Intelligence
The European Law Students' Association
2021/06/21 A Conversational Interface for interacting with Machine Learning models EXplainable & Responsible AI in Law - 18th International Conference on Artificial Intelligence and Law 2021
2021/03/30 Optimizing Model Training in Interactive Learning Scenarios WorldCist'21 - 9th World Conference on Information Systems and Technologies
2021 A data-locality-aware Distributed Learning System ISAmI'21 - 12th International Symposium on Ambient Intelligence, 2021.
Universidade de Salamanca (Spain)
2021 A Framework for Online Education in Computer Science degrees with a focus on Motivation 11th International Conference in Methodologies and Intelligent Systems for Technology Enhanced Learning
Universidade de Salamanca (Spain)
2021 Ethics in Artificial Intelligence: Why and How Master in Informatics Engineering Seminar
Instituto Politécnico do Cávado e do Ave (Barcelos, Portugal)
2019/04/03 3SLM - Smart System for Street Lighting Management P.Porto Research Workshops
Polytechnic Institute of Porto (Porto, Portugal)
2019/03/30 Ambient Intelligence for well-being and applications in healthcare II Jornadas dos Assistentes Técnicos do CHTS
Centro Hospitalar do Tâmega e Sousa (Penafiel, Portugal)
2019/03/25 Genetic Algorithms - In search of the missing solution DSPT#51 Meetup - Genetic algorithms are music to my ears
Data Science Portugal (Braga, Portugal)
2018 A Customizable Game-inspired Application for Memory Stimulation 9th International Symposium on Ambient Intelligence
(Toledo, Spain)
2018 A framework to improve data collection and promote usability 9th International Symposium on Ambient Intelligence
2018 The influence of external factors on the energy efficiency of public lighting 18th Conference of the Portuguese Association of Information Systems
2018 A Decision-Support System for preventive maintenance in street lighting networks 18th International Conference on Hybrid Intelligent Systems (HIS 2018)
2017 An Environment for studying visual emotion perception 8th International Conference on Ambient Intelligence
2016 Detection of Behavioral Patterns for Increasing Attentiveness Level 16th International Conference on Intelligent Systems Design and Applications
2016 Quantifying Attention in Computer-based Tasks. AfCAI2016: Affective Computing
2016 Providing Wellness Services using Real Time Analytics ISAmI 2016: 7th International Symposium on Ambient Intelligence
2015 A Discomfort-sensitive Chair for Pointing out Mental Fatigue. ISAmI 2015: 6th International Symposium on Ambient Intelligence
2014 Managing Motivation at the Workplace through Negotiation The 27th International Conference on Legal Knowledge and Information Systems
2014 Making Justice More Accessible The 8th International Conference on the Theory and Practice of Electronic Governance (ICEGOV 2014)
2014 Analysis of Human Performance as a Measure of Mental Fatigue International Conference on Hybrid Artificial Intelligence Systems
2014 Improving Modularity, Interoperability and Extensibility in Ambient Intelligence International Symposium on Ambient Intelligence
2013 Context-aware Conflict Resolution Environments: the CAMCoF Approach Simposio de Informática Jurídica Documental y Resolución de Disputas en Línea
2013 Extracting Behavioural Patterns from a Negotiation Game COnflict REsolution in DEcision Making (COREDEMA'13)
2013 Dynamically Improving Collective Environments through Mood Induction Procedures International Symposium on Ambient Intelligence
2013 Keystrokes and Clicks: Measuring Stress on E-learning Students. Intelligent Technologies for Enhanced Learning
2013 Mental Fatigue Monitoring System 7th International Conference on Hybrid Artificial Intelligence Systems
2013 Automatic Classification of Personal Conflict Styles in Conflict Resolution 24th International Conference on Legal Knowledge and Information Systems
2012 Stress Monitoring in Conflict Resolution Situations 3rd International Symposium on Ambient Intelligence
2012 A Nature-inspired Approach to Generate Solutions for Conflict Scenarios th International Conference on Hybrid Artificial Intelligence Systems
2012 Non-invasive Estimation of Stress in Conflict Resolution Environments 10th International Conference on Practical Applications of Agents and Multi-Agent Systems
2012 A Statistical Classifier for assessing the Level of Stress from the analysis of Interaction Patterns in a Touch Screen 7th International Conference on Soft Computing Models in Industrial and Environmental Applications
2011 Developing Dynamic Conflict Resolution Methods Based on the Interpretation of Personal Conflict Styles 15th Portuguese conference on Artificial Intelligence
2011 Towards Domain-Independent Conflict Resolution Tools The 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology
2011 Role Playing Games and Emotions in Dispute Resolution Environments International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO’11)
2011 Toward Seamless Environments for Dispute Prevention and Resolution International Symposium on Ambient Intelligence (ISAmI’11)
2010 Providing Relevant Knowledge in Disputes: Three Case Studies 6th International Workshop on Online Dispute Resolution (ODR Workshop’10)
2010 Using Case Based Reasoning to Support Alternative Dispute Resolution International Symposium on Distributed Computing and Artificial Intelligence 2010 (DCAI'10)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2024/10 - Current Information Retrieval in the Age of Generative AI: A Human-centered Approach
Supervisor of Miguel Ângelo Machado Guimarães
 Inteligência Artificial e Engenharia de Sistemas Inteligentes (PhD)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024 - Current Leveraging GenAI for Specialized Models in Organizational Contexts
Supervisor of Filipe Vamonde de Oliveira
 Informática (PhD)
Universidade do Minho, Portugal
2023 - Current Monitoring Ethics in Streaming Data Pipelines
Supervisor of Guilherme Fraga Palumbo
 Informática (PhD)
Universidade do Minho, Portugal
2023 - Current Frugal AI towards sustainable ML pipelines
Supervisor of Eduardo Filipe Rodrigues Peixoto
Tecnologia e Sistemas de Informação (PhD)
Universidade do Minho, Portugal
2023 - Current A socio-technical approach to the problem of adapting and personalizing information
Supervisor of Miguel Ângelo Machado Guimarães
 Engenharia Informática (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2025 - 2025/06/12 Reporte ESG no Setor dos Transportes de Mercadorias
Supervisor of Bruna Catarina Ribeiro da Silva Teixeira
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2025 - 2025/06/12 Benchmark e Análise de Modelos de Recuperação de Informação e Pergunta-Resposta
Supervisor of Francisca Pinto Ribeiro
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2025 - 2025/06/12 Extração de informação de fontes multi-modais
Supervisor of João Filipe Reis Peixoto
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2024 - 2025 Fine-Tuning automático de aplicações de Large Language Models para domínios específicos
Co-supervisor of Daniel Lopes Gonçalves
 Engenharia Informática (Master)
Instituto Politécnico do Cávado e do Ave, Portugal
2024 - 2024 Segurança de Informação e Privacidade: Aplicação de controlos e gestão de processos
Supervisor of Isabel Rodrigues Mendes
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2024 - 2024 Interoperabilidade e serviços das plataformas da Caixa Geral de Depósitos, S.A
Supervisor of Maria João Alves Adrego
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2024 - 2024 Aquisição de dados e treino de modelos para controlo e inspeção de qualidade
Supervisor of Pedro Mota de Brandão Santos
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2024 - 2024 Criação e Ensaio de Dataset de Padrões para uso em Visão Computational
Supervisor of Diogo Sabença Silva
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2024 - 2024 Recuperação de Informação através de Modelos de Linguagem
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2024 - 2024 Criação e Ensaio de Dataset de Padrões para uso em Visão Computational
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 - 2024 DigiUP: Plataforma CRM
Supervisor
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 - 2024 Análise do processo de checkout e carrinhos abandonados
Supervisor
 Engenharia Informática (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 - 2024 A Viabilidade do Odoo e do MSAccess para a Gestão de Stock
Supervisor
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 - 2024 Modeling Online Dispute Resolution Processes in the European Union
Supervisor
 Práticas Jurídico-Digitais (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 - 2024 LIME: Optimising the creation of explanations
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 - 2023 e-GDS Insights: Dashboards de Hotelaria
Supervisor
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 - 2023 Desenvolvimento de uma aplicação de ludificação para a sustentabilidade no alojamento local
Supervisor
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 - 2023 Gestão de Artigos
Supervisor
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 - 2023 Chatbot para site de E-commerce
Supervisor
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 - 2023 Desenvolvimento de uma aplicação Web com uso de uma framework Chatbot para assistir utilizadores na procura de documentos
Supervisor
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - 2023 Dynamic Management of Distributed Machine Learning Problems
Supervisor of Filipe Vamonde de Oliveira
 Engenharia Informática (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - 2022 Gestão e Manutenção de Artigos
Supervisor of João Pedro Crespo Moreira
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - 2022 Gestão e Manutenção de Artigos
Supervisor of Francisco Tomás Teixeira Gonçalves
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - 2022 Marketplace para serviços de Machine Learning
Supervisor of André Filipe Borlido Alves
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - 2022 Frontend de um Sistema de Machine Learning Distribuído
Supervisor of Hugo Manuel Santos Moço
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - 2022 Plataforma CRM
Supervisor of Moisés Manuel Sá Morais
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - 2022 Human-in-the-loop image classification
Supervisor of Bernardo Filipe Gonçalves Almeida
 Engenharia Informática (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - 2022 A bundle of services to develop better machine learning applications
Supervisor of Miguel Ângelo Machado Guimarães
 Engenharia Informática (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - 2022 Interactive Learning in Decision Support
Supervisor of Miguel Ângelo da Silva e Sousa
 Engenharia Informática (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - 2022 IIoT Data Ness: From Streaming to Added Value
Co-supervisor of Ricardo André Araújo Correia
 Engenharia Informática (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - 2022 Monitoring and Optimization of an Autonomous Learning System
Co-supervisor of Guilherme Fraga Palumbo
 Engenharia Informática (Master)
Universidade do Minho, Portugal
2022 - 2022 Intragroup Emotional Intelligence and Conflict Management in Agile Software Development
Supervisor of Catarina Isabel de Moura Ferreira
 Gestão de Projetos (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - 2022 A otimização da Gestão de Projetos: Contributos da Inteligência Artificial
Co-supervisor of Filipa Daniela Ferreira Capelão
 Gestão de Projetos (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 - 2021 Distributed Machine Learning
Supervisor of Filipe Vamonde Oliveira
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 - 2021 Col.bi Query Language
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 - 2021 Data Streaming with Concept Drift
Supervisor of Gabriel Santos
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 - 2021 Implementation of a server monitoring system with graphical visualization
Supervisor of Carlos Sousa
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 - 2021 Project Management - Development of Web Solutions
Supervisor
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 - 2021 Integration of e-commerce Systems
Supervisor of Nino Ricardo Moreira da Silva
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 - 2021 Data Analysis and ML model training - Gaiurb, EM
Supervisor of Pedro Miguel Carneiro Silva
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 - 2021 INF4ALL - Information for all
Supervisor of António Augusto Cunha Almeida
 Engenharia Informática (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 - 2021 Anomaly Detection in Water Consumption
Co-supervisor of Marta Cristiana Barbosa dos Santos
 Métodos de Apoio à Decisão Empresarial (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 - 2021 Dynamic management of Machine Learning Models for Data Streams
Supervisor
 Engenharia Informática (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020 - 2020 Implementação de uma solução de anti-fraude num jogo
Supervisor
 Licenciatura em Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020 - 2020 XAI – Explainable Decision Tree
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020 - 2020 Graph Visualization for Fraud Detection in Public Procurement
Supervisor
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020 - 2020 Detection of cyber attacks in web applications through the use of Machine Learning algorithms
Co-supervisor
 Engenharia Informática (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019 - 2019 From Big Data to Small Data: A Methodology Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019 - 2019 Brinfer - onde marcas e influenciadores se encontram
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019 - 2019 SoftInfo – Aplicação Multiplataforma
Supervisor
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019 - 2019 Voice controlled computer peripherals
Co-supervisor
 Mestrado Integrado em Engenharia Informática (Master)
Universidade do Minho Escola de Engenharia, Portugal
2018 - 2019 Energy Efficiency and Preventive Maintenance in Public Lighting Management
Supervisor
 Engenharia Informática (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2019 Optimization of the Grapes Reception Process in Wine Cellars
Supervisor
 Engenharia Informática
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2019 Fraud Detection in e-Sports
Supervisor
 Engenharia Informática (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2019 Behavioral Biometrics in Mobile Devices
Supervisor
 Engenharia Informática (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 A framework for improving data collection and promote usability
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Processing, analysis and visualization of biofeedback data
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Acquisition and analysis of data from e-Sports controllers
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Efficient location of people in emergency scenarios
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Optimization of reach and interactions in social networks
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Simulation of intelligent traffic management in smart cities
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Smart Parking - Predicting park availability in smart cities
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 The creation of the WeMysticApp
Supervisor
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Improvement of WeMystic processes: WeMysticApp
Supervisor
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 - 2018 The Influence of Emotions on Human-Computer Interaction
Co-supervisor
 Engenharia Informática (Master)
Universidade do Minho, Portugal
2017 - 2017 Mobile App for helping offroad drivers in distress
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 - 2017 Mobile App for enhancing memory functions in ageing people
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 - 2017 Mobile App for sharing sports-related information in closed social circles
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 - 2017 Mobile App for managing restaurants' reservations
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 - 2017 REST API Specification with SWAGGER
Supervisor
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2016 - 2017 Mobile Application for Studies of Auditory Emotional Recognition
Co-supervisor
 Engenharia Informática (Master)
Universidade do Minho, Portugal
2016 - 2017 Support System for the Localization of People with Special Needs
Supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Cávado e do Ave, Portugal
2015 - 2017 Evaluation as a Learning Moment - Behavioral Analysis in a Learning Environment
Co-supervisor
Universidade de Vigo, Spain
2016 - 2016 Mapscrime - A mobile application for the geo-referencing of criminal occurrences
Supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2016 - 2016 XIMNI - a mobile app for gathering biometric data from elderly and fostering socialization through gamification
Supervisor
 Sistemas de Informação para a Gestão (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2015 - 2016 Monitoring Student Performance throughout the Learning Process
Co-supervisor
 Engenharia de Telecomunicações e Informática (Master)
Universidade do Minho, Portugal
2015 - 2016 Assisted Geographical Localization
Supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Cávado e do Ave, Portugal
2014 - 2014 Effects of music preference and selection on stress management
Co-supervisor of Dino Mickael Ribeiro
 Engenharia Informática (Master)
Universidade do Minho, Portugal
2013 - 2014 Dino Mickael Ribeiro da Costa
Co-supervisor
 Engenharia Informática (Master)
Universidade do Minho, Portugal
2013 - 2014 Architecture for Distributed Sensing
Co-supervisor
 Engenharia Informática (Master)
Universidade do Minho, Portugal
2012 - 2013 Analysis of the Influence of Stress on Human-computer Interaction
Co-supervisor
 Engenharia Informática (Master)
Universidade do Minho, Portugal
2012 - 2013 Evaluation as a learning moment - Stress analysis in an e-learning environment
Co-supervisor
 Engenharia Informática (Master)
Universidade do Minho, Portugal
2011 - 2012 Behavioural and Context Analysis in an Online Dispute Resolution Environment
Co-supervisor
 Engenharia Informática (Master)
Universidade do Minho, Portugal
2010 - 2011 Conflict Resolution in Virtual Organizations
Co-supervisor
 Engenharia Informática (Master)
Universidade do Minho, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2019 - Current Scientific Committee - 3rd International Conference in Engineering Applications, Açores, Portugal (ICEA'19) (2019)
Conference (Member of the Scientific Committee)
2019 - Current Scientific Committee - Regional Entrepreneurial Ecosystems and Sustainability – Rethinking the Helix, Porto, Portugal (REGIONAL HELIX 2019). (2019)
Conference (Member of the Scientific Committee)
2019 - Current Scientific Committee - International Symposium on Information Systems and Engineering (ISE'19), 17th International Conference on High Performance Computing & Simulation (HPCS'19) (2019)
Symposium (Member of the Scientific Committee)
2019 - Current Program Committee - International Symposium on Languages, Applications and Technologies, Processing Computer-Computer Languages track, Coimbra, Portugal (2019)
Symposium (Member of the Organising Committee)
2019 - Current Program Committee - European Conference on the Impact of AI and Robotics, Oxford, UK, 2019 (2019)
Conference (Member of the Organising Committee)
2019 - Current Program Committee - 19th EPIA Conference on Artificial Intelligence, Ambient Intelligence and Affective Environments Thematic Track (EPIA'2019) (2019)
Conference (Member of the Organising Committee)
2019 - Current The Eleventh International Conference on Social Robotics November 26th-29th, 2019, Madrid, Spain (2019 - 2019)
Conference (Member of the Scientific Committee)
2019 - Current Program Committee - 19th EPIA Conference on Artificial Intelligence, Artificial Intelligence for Games Track (EPIA'2019) (2019)
Conference (Member of the Organising Committee)
2019 - Current Program Committee - 19th EPIA Conference on Artificial Intelligence, General AI Track (EPIA'2019) (2019 - 2019)
Conference (Member of the Organising Committee)
2019 - Current Technical Committee - SC4Life - Society with Future: Smart and Liveable Cities - SmartCity 360º Summit (2019 - 2019)
Conference (Member of the Organising Committee)
 Universidade do Minho, Portugal
2018 - Current Program Committee - 15th International Conference on Intelligent Environments, Workshop on Citizen-Centric Smart Cities Services (2018)
Workshop (Member of the Organising Committee)
2018 - Current Program Committee - Workshop on Healthcare Information Systems Interoperability, Security and Efficiency, WorldCist - World Conference on Information Systems and Technologies (2018)
Workshop (Member of the Organising Committee)
2017 - Current Program Committee - International Conference on Intelligent Environments (IE) (2017)
Conference (Member of the Organising Committee)
2017 - Current Program Committee - Thematic track on Artificial Intelligence in Games, 18th EPIA conference on Artificial Intelligence (2017)
Conference (Member of the Organising Committee)
2015 - Current International Symposium on Intelligent Distributed Computing (2015)
Symposium (Member of the Organising Committee)
2015 - Current Program Committee – mis4TEL - Methodologies and Intelligent Systems for Technology Enhanced Learning (2015)
Conference (Member of the Organising Committee)
2014 - Current Program Committee - International Symposium on Ambient Intelligence (2014)
Symposium (Member of the Organising Committee)
2011 - Current Scientific Committee - International Symposium on Distributed Computing and Artificial Intelligence (2011)
Symposium (Member of the Scientific Committee)
2011 - Current Program Committee - Portuguese Conference on Artificial Intelligence, EPIA (2011)
Conference (Member of the Organising Committee)
2025 - 2025 Program Committee - 4th IEEE International Workshop on Distributed and Intelligent Systems (DistInSys 2025), 2-5 July, Bologna, Italy. (2025 - 2025)
Conference (Member of the Scientific Committee)
2025 - 2025 Technical Program Comitte - 30th IEEE Symposium on Computers and Communications (ISCC 2025), 2-5 July, Bologna, Italy. (2025 - 2025)
Conference (Member of the Scientific Committee)
2025 - 2025 Program Committee - Sustainable Production and Innovation Conference (SUSTECH'25) (2025 - 2025)
Conference (Member of the Scientific Committee)
2025 - 2025 Programme Committee - Thematic Track on "Artificial Intelligence in Transportation Systems" (AITS), 24th EPIA Conference on Artificial Intelligence (EPIA2025) (2025 - 2025)
Conference (Member of the Scientific Committee)
2025 - 2025 Program Committee of the EPIA 2025 Thematic Track Artificial Intelligence: Theory, Methods, and Applications (AITMA) (2025 - 2025)
Conference (Member of the Scientific Committee)
2024 - 2024 Program Committee - Thematic Track on Artificial Intelligence in Transportation Systems, EPIA Conference, 2024 (2024 - 2024)
Conference (Member of the Scientific Committee)
 Instituto Politécnico de Viana do Castelo, Portugal
2023 - 2024 Technical Committee Member - 5th International conference on Industrial Engineering and Artificial Intelligence (IEAI 2024) (2023 - 2024)
Conference (Member of the Scientific Committee)
2023 - 2023 Programming Committee - The 19th International Conference on Intelligent Environments (IE2023) (2023 - 2023)
Conference (Member of the Scientific Committee)
2023 - 2023 Technical Program Committee - Intelligent Systems Conference, 2023, Amsterdam, The Netherlands (IntelliSys'2023) (2023 - 2023)
Conference (Member of the Scientific Committee)
2023 - 2023 Doctoral Consortium Program Committee - 19th International Conference on Artificial Intelligence and Law 2023 (ICAIL 2023) (2023 - 2023)
Conference (Member of the Scientific Committee)
2023 - 2023 Program Committee - V International Workshop on Digital Transformation in the Enterprise (WDTE 2023), 18th Iberian Conference on Information Systems and Technologies (CISTI'23) (2023 - 2023)
Conference (Member of the Scientific Committee)
2023 - 2023 Program Committee - mis4TEL'23 – Methodologies and Intelligent Systems for Technology Enhanced Learning, Guimarães, Portugal (mis4TEL 2023). (2023 - 2023)
Conference (Member of the Scientific Committee)
2023 - 2023 Program Committee - 14th International Symposium on Ambient Intelligence, Guimarães, Portugal (ISAmI'2023) (2023 - 2023)
Conference (Member of the Scientific Committee)
2023 - 2023 Program Committee - C&S-SOCO22 Special Issue: Cybernetics and Systems journal & International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO). (2023 - 2023)
Conference (Member of the Scientific Committee)
2023 - 2023 Program Committee - General Artificial Intelligence @ EPIA 2023, Thematic Track of the 22th Portuguese Conference on Artificial Intelligence (EPIA 2023). (2023 - 2023)
Conference (Member of the Scientific Committee)
2023 - 2023 Program Committee - 11th International Symposium on Digital Forensics and Security, Track 2nd Workshop on Applications of Artificial Intelligence for Society (WAPAIS2023) (2023 - 2023)
Conference (Member of the Scientific Committee)
 Instituto Politécnico do Cávado e do Ave, Portugal
2023 - 2023 Online Dispute Resolution and E-Justice (ODR & E-Justice), in conjunction with the 19th International Conference on Artificial Intelligence and Law, Braga, Portugal (ICAIL2023) (2023 - 2023)
Workshop (Member of the Organising Committee)
 Universidade do Minho, Portugal
2023 - 2023 Local Organization Committee - 19th ICAIL - International Conference on Artificial Intelligence and Law (ICAIL'2023) (2023 - 2023)
Conference (Member of the Organising Committee)
 Universidade do Minho Escola de Direito, Portugal
2022 - 2022 Program Committee - 15th International Symposium on Intelligent Distributed Computing, Bremen, Germany (IDC 2022) (2022 - 2022)
Symposium (Member of the Scientific Committee)
2022 - 2022 Program Committee - 19th International Conference on Distributed Computing and Artificial Intelligence, L'Aquila, Italy (DCAI 2022) (2022 - 2022)
Conference (Member of the Scientific Committee)
2022 - 2022 Program Committee - International Conference on Industry Sciences \& Computer Sciences Innovation, Special Track on Industry Applications, Gaia, Portugal (iSCSi'22) (2022 - 2022)
Conference (Member of the Scientific Committee)
2022 - 2022 Program Committee - 17th Iberian Conference on Information Systems and Technologies, International Workshop on Digital Transformation in the Enterprise (CISTI'22) (2022 - 2022)
Conference (Member of the Scientific Committee)
2022 - 2022 Program Committee - mis4TEL'22 – Methodologies and Intelligent Systems for Technology Enhanced Learning, L'Aquila, Italy (mis4TEL 2022). (2022 - 2022)
Conference (Member of the Scientific Committee)
2022 - 2022 Program Committee - General Artificial Intelligence @ EPIA 2022, Thematic Track of the 21th Portuguese Conference on Artificial Intelligence (EPIA 2022). (2022 - 2022)
Conference (Member of the Scientific Committee)
2022 - 2022 Program Committee - Ambient Intelligence and Affective Environments @ EPIA 2022, Thematic Track of the 21th Portuguese Conference on Artificial Intelligence (EPIA 2022). (2022 - 2022)
Conference (Member of the Scientific Committee)
2022 - 2022 Program Committee - Disruptive Technologies Tech Ethics and Artificial Intelligence, DITTET'22, L'Aquila, Italy (DITTET 2022). (2022 - 2022)
Conference (Member of the Scientific Committee)
2022 - 2022 Program Committee - 13th International Symposium on Ambient Intelligence, L'Aquila, Italy (ISAmI'2022) (2022 - 2022)
Conference (Member of the Scientific Committee)
2022 - 2022 Program Committee - 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, Salamanca, Spain (SOCO'22) (2022 - 2022)
Conference (Member of the Scientific Committee)
2022 - 2022 Programme Committee - Workshop on Citizen-Centric Smart Cities Services (CCSCS2022), 18th International Conference on Intelligent Environments (IE'22) (2022 - 2022)
Conference (Member of the Scientific Committee)
2022 - 2022 Scientific Committee - WAPAIS 2022 – 1st Workshop on Applications of Artificial Intelligence for Society, 10th International Symposium on Digital Forensics and Security (ISDFS 2022) (2022 - 2022)
Conference (Member of the Scientific Committee)
2021 - 2021 Program Committee - 16th Iberian Conference on Information Systems and Technologies, Chaves, Portugal, 2021. (2021 - 2021)
Conference
2021 - 2021 Program Committee - 17th International Conference on Intelligent Environments, Dubai, 2021. (2021 - 2021)
Conference
2021 - 2021 Program Committee - Workshop on Coding Quality and Security, WorldCist'21 - 9th World Conference on Information Systems and Technologies, Terceira Island, Azores, Portugal, 2021. (2021 - 2021)
2021 - 2021 Program Committee - 3rd International Workshop on Digital Transformation in the Enterprise, held with the 16th Iberian Conference on Information Systems and Technologies, Chaves, Portugal, 2021 (2021 - 2021)
Conference (Member of the Scientific Committee)
2021 - 2021 Technical Program Committee - Intelligent Systems Conference, IntelliSys'2021, Amsterdam, The Netherlands, 2021. (2021 - 2021)
Conference (Member of the Scientific Committee)
2021 - 2021 Technical Program Committee - 13th International Conference on Emerging Networks and Systems Intelligence, Nice, France (Emerging'21) (2021 - 2021)
Conference (Member of the Scientific Committee)
2021 - 2021 Program Committee - 18th International Conference on Distributed Computing and Artificial Intelligence 2021, Salamanca, Spain, (DCAI 2021) (2021 - 2021)
2021 - 2021 Program Committee - 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, Bilbao, Spain (SOCO 2021) (2021 - 2021)
Conference (Member of the Scientific Committee)
2021 - 2021 Technical Program Committee - 1st IEEE International Workshop on Distributed and Intelligent Systems (DaIS), in conjunction with the 26th IEEE Symposium on Computers and Communications (ISCC 2021), Athens, Greece (2021 - 2021)
Workshop (Member of the Scientific Committee)
2021 - 2021 Program Committee - Special Session Optimization, Modeling and Control by Soft Computing Techniques, in conjunction with the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, Bilbao, Spain (SOCO 2021) (2021 - 2021)
2021 - 2021 Program Committee - mis4TEL'21 – Methodologies and Intelligent Systems for Technology Enhanced Learning, Salamanca, Spain (mis4TEL 2021). (2021 - 2021)
Conference (Member of the Scientific Committee)
2021 - 2021 Program Committee - 21st EPIA Conference on Artificial Intelligence (EPIA 2021), General Artificial Intelligence Thematic Track (GAI 2021) (2021 - 2021)
Conference (Member of the Scientific Committee)
2021 - 2021 Program Committee - Workshop on Decision Support, Recommendation, and Persuasion in Artificial Intelligence (DeRePAI), 19th International Conference on Practical Applications of Agents and Multi-Agent Systems, Salamanca, Spain (PAAMS'21). (2021 - 2021)
Conference (Member of the Scientific Committee)
 Universidad de Salamanca, Spain
2021 - 2021 Organizing Committee - Workshop on Intelligent Decision Support Systems in Fintech, 16th Iberian Conference on Information Systems and Technologies (CISTI'2021), Chaves, Portugal. (2021 - 2021)
Workshop (Co-organisor)
2021 - 2021 Organizing Committee - Workshop on the Gamification of the Learning Processes (GaLePro), hosted in the 11th International Conference in Methodologies and Intelligent Systems for Technology Enhanced Learning, Salamanca, Spain (MIS4TEL'2021) (2021 - 2021)
Workshop
2021 - 2021 Program Committee - Workshop on Decision Support, Recommendation, and Persuasion in Artificial Intelligence (DeRePAI), 19th International Conference on Practical Applications of Agents and Multi-Agent Systems, Salamanca, Spain (PAAMS'21). (2021 - 2021)
Workshop (Member of the Scientific Committee)
2021 - 2021 Program Committee - 5th International Workshop on eXplainable and Responsible AI and Law (XAILA2021@JURIX), at the 34th International Conference on Legal Knowledge and Information Systems, Mykolas Romeris University, Vilnius, Lithuania December 8, 2021. (2021 - 2021)
Conference (Member of the Scientific Committee)
 Mykolo Romerio universitetas, Lithuania
2020/02/15 - 2020/02/15 Machine Learning with H2O: from data to production (2020/02/15 - 2020/02/15)
Workshop
 Instituto Politécnico do Cávado e do Ave, Portugal
2020 - 2020 Program Committee - 20th EPIA Conference on Artificial Intelligence, Ambient Intelligence and Affective Environments Thematic Track (EPIA'2020) (2020 - 2020)
Workshop (Member of the Scientific Committee)
 Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
2020 - 2020 IE'20 - International Conference on Intelligent Environments, Citizen-Centric Smart Cities Services workshop (CCSCS'2020) (2020 - 2020)
Workshop (Member of the Scientific Committee)
 Universidad Politécnica de Madrid, Spain
2020 - 2020 Program Committee - mis4TEL'20 – Methodologies and Intelligent Systems for Technology Enhanced Learning, L'Aquila, Italy (mis4TEL 2020). (2020 - 2020)
Conference (Member of the Scientific Committee)
 Università degli Studi di Genova, Italy
2020 - 2020 Program Committee - 20th EPIA Conference on Artificial Intelligence (EPIA 2020), General Artificial Intelligence Thematic Track (GAI 2020) (2020 - 2020)
Conference (Member of the Scientific Committee)
 Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
2020 - 2020 Program Committee - 21th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'2020) (2020 - 2020)
Conference (Member of the Organising Committee)
 Universidade do Minho - Campus de Azurém, Portugal
2019 - 2019 Organizing Committee - 10th International Conference on Ambient Intelligence (2019/06/26 - 2019/06/28)
Conference (Member of the Organising Committee)
 Universitat Politècnica de València, Spain
2019 - 2019 Workshop on Non-intrusive acquisition and fusion of context information in Ambient Intelligence (2019/06/26 - 2019/06/28)
Workshop (Co-organisor)
 Universitat Politècnica de València, Spain
2019 - 2019 Technical Program Committee - 11th International Conference on Emerging Networks and Systems Intelligence, Porto, Portugal (Emerging'19) (2019)
Conference (Member of the Organising Committee)
2019 - 2019 Programme Committee - 11th International Conference on Social Robotics (ICSR 2019) (2019 - 2019)
Conference (Member of the Organising Committee)
2019 - 2019 Program Committee of the 11th International Symposium on AmbientIntelligence (ISAmI'20) (2019/06/16 - 2019/06/19)
Conference (Member of the Scientific Committee)
 Università degli Studi dell'Aquila Dipartimento di Ingegneria e Scienze dell'Informazione e Matematica, Italy
2019 - 2019 Technical Program Committee member for the 6th International Workshop on Healthcare Information Systems Interoperability, Security and Efficiency (HISISE) at WorldCIST (2019 - 2019)
Workshop (Member of the Scientific Committee)
 Univerzitet Crne Gore, Montenegro
2019 - 2019 Organizing Committee - Workshop on Non-intrusive acquisition and fusion of context information in Ambient Intelligence, 10th International Symposium on Ambient Intelligence (ISAmI'19), Ávila, Spain, 26th-28th June, 2019 (Ni-AFCiA'19). (2019 - 2019)
Workshop (Co-organisor)
2018 - 2018 Workshop on Non-intrusive acquisition and fusion of context information in Ambient Intelligence (2018/06/20 - 2018/06/22)
Workshop (Co-organisor)
 Universidad de Castilla-La Mancha, Spain
2018 - 2018 9th International Symposium on Ambient Intelligence (2018/06/20 - 2018/06/22)
Conference (Member of the Organising Committee)
 Universidad de Castilla-La Mancha, Spain
2018 - 2018 Workshop Scientific Writing (2018 - 2018)
Workshop (Co-organisor)
 Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Workshop "Pesquisas Bibliográficas" (2018 - 2018)
Workshop (Co-organisor)
 Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Workshop "Data Science: Machine Learning with H2O" (2018 - 2018)
Workshop (Co-organisor)
 Instituto Politécnico do Cávado e do Ave, Portugal
2018 - 2018 Workshop "Introduction to Functional Programming with Java" (2018 - 2018)
Workshop (Co-organisor)
 Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Program Committee - Reasoning with Ambiguous and Conflicting Evidence and Recommendations in Medicine Workshop (MedRACER'18), 16th International Conference on Principles of Knowledge Representation and Reasoning (KR'18) (2018 - 2018)
Workshop (Member of the Organising Committee)
2018 - 2018 Technical Program Committee - Fourth International Symposium on Intelligent Systems Technologies and Applications (ISTA'18) (2018 - 2018)
Symposium (Member of the Organising Committee)
2018 - 2018 Program Committee - 2nd workshop on Affective Computing and Artificial Intelligence, Toledo, Spain (AfcAI'2018) (2018 - 2018)
Workshop (Member of the Organising Committee)
2018 - 2018 Program Committee - 16th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS'18), Track: WS06-DeMaDIE - Workshop on Decision Making in Dynamic Information Environments (2018 - 2018)
Conference (Member of the Organising Committee)
2017 - 2017 Doctoral Consortium on Agents and Artificial Intelligence - ICAART 2017 (2017/02/24 - 2017/02/26)
2017 - 2017 Workshop "Pesquisas Bibliográficas - 2ª Edição" (2017 - 2017)
Workshop (Co-organisor)
 Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 - 2017 Workshop "Pesquisas Bibliográficas" (2017 - 2017)
Workshop (Co-organisor)
 Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 - 2017 Workshop "Scientific Writing" (2017 - 2017)
Workshop (Co-organisor)
 Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 - 2017 Program Committee - Ambient Intelligence and Affective Environments, Thematic Track, Portuguese Conference on Artificial Intelligence (EPIA 2017) (2017 - 2017)
Conference (Member of the Organising Committee)
2017 - 2017 Program Committee - International Workshop on Applied Knowledge Engineering to Healthcare, IEEE 5th International Conference on Future Internet of Things and Cloud, 21-23 August 2017, Prague, Czech Republic. (2017 - 2017)
Workshop (Co-organisor)
2017 - 2017 Program Committee - The 8th EAI International Conference on Big Data Technologies and Applications, Gwangju, South Korea (BDTA 2017) (2017 - 2017)
Conference (Member of the Organising Committee)
2016 - 2016 Non-intrusive acquisition and fusion of context information in Ambient Intelligence (2016/06/01 - 2016/06/03)
Workshop (Co-organisor)
 Universidad de Sevilla, Spain
2016 - 2016 Workshop "Pesquisas Bibliográficas" (2016 - 2016)
Workshop (Co-organisor)
 Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2016 - 2016 Program Committee - International Workshop on Future Environments and Solutions for Ambient Intelligence (FESAmI), held in the 16th International Conference on Intelligent Systems Design and Applications (ISDA'16) (2016 - 2016)
Workshop (Member of the Organising Committee)
2016 - 2016 Program Committee - Legal Issues in Intelligent Environments (LIIE'16), London, UK, 2016 (2016 - 2016)
Conference (Member of the Organising Committee)
2016 - 2016 Program Committee - International Workshop on Computational Sustainability - Technologies and Applications (CoSTA'2016), London, UK, 2016 (2016 - 2016)
Workshop (Member of the Organising Committee)
2016 - 2016 Programme Committee - Decision Making in Dynamic Information Environments (DeMaDIE) workshop, taking place within the 14th International Conference on Practical Applications of Agents and multi-agents systems (PAAMS'16) (2016 - 2016)
Workshop (Member of the Organising Committee)
2015 - 2015 Cognitive Models and Emotions detection for Ambient Intelligence (2015/10/07 - 2015/10/09)
Workshop (Co-organisor)
 Universidade do Minho, Portugal
2015 - 2015 Special Session Chair - 9th International Symposium on Intelligent Distributed Computing (2015/10/07 - 2015/10/09)
Conference (Member of the Organising Committee)
 Universidade do Minho, Portugal
2015 - 2015 Member of the Organizing Committee of JURIX 2015 - Legal Knowledge and Information Systems, Guimarães, Portugal (2015 - 2015)
Conference (Member of the Organising Committee)
2014 - 2014 NTiAI - New Trends in Ambient Intelligence, an International Symposium on Ambient Intelligence (ISAmI'14) (2014 - 2014)
Workshop (Co-organisor)
 Universidad de Salamanca, Spain
2013 - 2013 Web and Publicity Committee AmIA Environments 2013 – thematic track on Ambient Intelligence and Affective Environments, EPIA 2013 (2013 - 2013)
Conference (Member of the Organising Committee)
 Universidade dos Açores, Portugal
2011 - 2011 Publicity and Web Chair - Ambient Intelligence Environments, Lisbon, Portugal, 2011 (AmI Environments 2011) (2011 - 2011)
Conference (Member of the Organising Committee)
2011 - 2011 Program Committee – 6th International Conference on Hybrid Artificial Intelligence Systems, Salamanca, Spain, 2011 (HAIS 2011) (2011 - 2011)
Conference (Member of the Organising Committee)
2010 - 2010 Local Organization Committee - International Symposium on Ambient Intelligence 2010, Guimarães, Portugal (ISAmI 2010) (2010 - 2010)
Symposium
 Universidade do Minho, Portugal
2010 - 2010 Local Organization Committee - International Workshop on Soft Computing Models in Industrial Applications 2010 (2010 - 2010)
Workshop (Member of the Organising Committee)
 Universidade do Minho, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2024/11/07 - Current Orador convidado, mesa redonda, Muvu Technologies Manufacturing Tech Summit
Round table
 Manufacturing Tech Summit
2024 - 2024 Invited Speaker | Round Table: Exploring the Next Frontier: ChatGPT, AI, and Education's Future
Conference
 P.Pic Porto Pedagogical Innovation Conference
Instituto Politécnico do Porto, Portugal
2023/09/07 - 2023/09/08 Participação, enquanto orador convidado, no painel "Inteligência Artificial: realidades e desafios" das X Jornadas da Educação, organizadas pela CFAE Sousa Nascente
Meeting
 X Jornadas da Educação
2020/02/13 - 2020/02/13 Moderador - I Jornadas do Debate da Associação de Debates Académicos da Universidade do Minho - Inteligência Artificial e as Implicações no Mundo do Trabalho
Round table
 I Jornadas do Debate da Associação de Debates Académicos da Universidade do Minho
Universidade do Minho Escola de Direito, Portugal
2019/09/10 - 2019/09/13 European Summer School on Explainable Data Science
Other
 European Summer School on Explainable Data Science
European Association for Data Science, Luxembourg
2019/05/27 - 2019/05/31 Training on the use of new IT technologies in work with Generation Z
Other
 Training on the use of new IT technologies in work with Generation Z
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2014/07/09 - 2014/07/11 4th IMPRS NeuroCom Summer School
Other
 4th IMPRS NeuroCom Summer School
Max-Planck-Institut für Kognitions- und Neurowissenschaften, Germany

University College London Institute of Cognitive Neuroscience, United Kingdom

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2025/05/30 Mecanismos de previsão para o turismo de habitação
(Thesis) Arguer
 José Pedro Ribeiro Rocha (Master)
Instituto Politécnico do Cávado e do Ave, Portugal
2024/07/23 Anomaly Behavior Detection in Web Applications
(Thesis) Main arguer
 Gabriel Henrique Ribeiro David (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/07/08 Supplier Tracing through Web Crawling and Web Scraping
(Thesis) Main arguer
 Francisco Gonçalves Fernando (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2024/05/31 Inteligência Artificial aplicada à linguagem gestual
(Thesis) Main arguer
 Jéssica Diana Cardoso Macedo (Master)
Instituto Politécnico do Cávado e do Ave, Portugal
2024/05/31 Inteligência Artificial e SAST: uma abordagem de machine learning para análise de segurança de código
(Thesis) Main arguer
 Bruno Alexandre Cardoso Lopes (Master)
Instituto Politécnico do Cávado e do Ave, Portugal
2024 Development of a Traceability System for the Insect-based Industry
(Thesis) Main arguer
 Tiago André Batista Rodrigues (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2024 Desenvolvimento de Sistema de Suporte a Avaliações Pelletspor
President of the jury
 Raul Baltarejo dos Santos Jorge (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2024 Otimização da análise de dados dos CTDs
(Thesis) Arguer
 Miguel Machado de Araújo Fernandes Oliveira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023/12/15 Visualizing Neural Network Architectures
(Thesis) Arguer
 Diogo de Oliveira Campos Tavares (Master)
Universidade do Minho, Portugal
2023/07/27 Automatic rib fracture detection in X-Rays – A Deep Learning study
(Thesis) Main arguer
 André Sousa Pereira (Master)
Universidade do Minho, Portugal
2023/07/21 Machine Learning na identificação de operações de pagamento fraudulentas e atribuição de nível de risco de operações e clientes
(Thesis) Main arguer
 Nuno Filipe Rocha Costa (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/07/20 Reinforcement Learning for Production Scheduling Applications
(Thesis) Main arguer
 João Pedro Silva Casal (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/07/03 Relatório de Estágio
President of the jury
 João Tomás Oliveira Pereira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023/07/03 Logística e Gestão de Processos: uma análise da Empresa Brasileirinha
President of the jury
 Catarina Neto Marçal (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023/06/26 Power BI: Monitorização de dados em ambiente de produção
President of the jury
 Bruno Miguel Correia Teixeira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023/04/13 [Prova P1] Payment Fraud Detection with Machine Learning - Identification of fraud operations and the corresponding level of risk per merchant
(Thesis) Arguer
 Nuno Filipe Rocha Costa (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/03/31 Breast Tumor Segmentation and Classification using Deep Learning Methods
(Thesis) Arguer
 Ana Margarida da Rocha Ferreira (Master)
Universidade do Minho, Portugal
2023/03/31 Análise de Algoritmos de Machine Learning para Deteção de Violência em Audio
(Thesis) Arguer
 Bruno Cruz Veloso (Master)
Universidade do Minho, Portugal
2023 Global Financing Chain Jira Dashboard em Power BI
President of the jury
 José Pedro Esteves Costa (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 Trade Vision Revamp - Workflow Dashboard Module
President of the jury
 Andreia Isabel Ferreira Teixeira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 Business Intelligence e Machine Learning Models
(Thesis) Arguer
 António Filipe Brás Clérigo Fernandes (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 Machine Learning em Creatio
President of the jury
 Miguel Henrique Brito Pimenta Ferreira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 Automatização de Processos nas Empresas de Telecomunicações
President of the jury
 Christian Manuel Pereira Gonçalves (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 Análise do desempenho dos técnicos da Softideia utilizando técnicas avançadas de análise de dados
President of the jury
 José Diogo de Sousa Rodrigues (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 Projeto de estágio
(Thesis) Arguer
 Pedro Miguel Marques Sousa (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 FrontEnd para monitorização da produção na indústria do calçado
President of the jury
 Diogo José Macedo Pinto (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 RetroWorks: Plataforma de Retrospetivas
President of the jury
 Lúcia Maduro Pereira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 Plataforma de Procurement com Loja Online
President of the jury
 Mário Miguel de Sousa Martins (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022/10 Sistema de previsão e acompanhamento de projetos na indústria
(Thesis) Main arguer
 José Fernando Pereira Ribeiro (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022/09 Defesa de Estágio - CTeSP em Desenvolvimento para a Web e Dispositivos Móveis
President of the jury
 Bruno Josué Miranda Pereira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022/09 Personalização de Apps Mobile White Label - Android
(Thesis) Main arguer
 Luís Filipe Costa Carvalho (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022/09 Gestão e Visualização de Logs
(Thesis) Main arguer
 Micael Sampaio (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022/08 Digitalização de Armazéns
(Thesis) Main arguer
 André Filipe Martins Pinto (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022/07 Push Notifications
(Thesis) Main arguer
 Célio António Moura Macedo (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022/07 Blockchain & Non-Fungible Tokens no mercado de arrendamento
(Thesis) Main arguer
 Tiago Bandeira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022/07 ForScope
President of the jury
 Hugo Daniel Martins Silva (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022/03 Defesa de Estágio - CTeSP em Desenvolvimento para a Web e Dispositivos Móveis
President of the jury
 Sérgio Luís Lopes Félix (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022/03 PLATAFORMA DE GESTÃO DE DESEMPENHO EMPRESARIAL PARA PME - APLICAÇÃO NA ÁREA DAS VENDAS
(Thesis) Main arguer
 Pedro Miguel Pereira Pimenta (Master)
Instituto Politécnico do Cávado e do Ave, Portugal
2022 Certificates Overview and Expiration Tracking for Automotive Industry
President of the jury
 João Carlos Abreu Lopes (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 Defesa de Estágio Curricular - Vanytime
(Thesis) Main arguer
 Beatriz Pereira Caetano (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 Defesa de Estágio Final
(Thesis) Main arguer
 Ana Catarina Lourido Faria (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 Churn Prediction – Prozis Tech
(Thesis) Main arguer
 Hugo Simão Pereira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 Análise de Dados de Fornecedores e Subcontratados para Apoio à Tomada de Decisão no Planeamento da Produção: O caso do Cluster do Calçado
(Thesis) Main arguer
 Ricardo Miguel Barros Ferreira (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 Automated medical image segmentation method of Organs-At-Risk for paediatric radiotherapy settings
(Thesis) Main arguer
 Isabel Beatriz Moreira da Silva (Master)
Universidade do Minho, Portugal
2022 Uncertainty and Incompleteness Handling in Context-Aware systems
(Thesis) Arguer
 Leandro Oliveira Freitas (PhD)
Universidade do Minho, Portugal
2022 Deep Learning Approach on the Segmentation of Glioblastoma in Mice MRI
(Thesis) Main arguer
 Ana Cristina Alegre Pinto (Master)
Universidade do Minho, Portugal
2021/11/30 Analysis of Human-Computer Interaction Time Series using Deep Learning
(Thesis) Main arguer
 José Pedro Milhazes Carvalho Pinto (Master)
Universidade do Minho, Portugal
2021/10 Analysis of Human-Computer Interaction Time Series using Deep Learning
(Thesis) Main arguer
 José Pedro Milhazes Carvalho Pinto (Master)
Universidade do Minho, Portugal
2021/09 Scraim - Módulo de Gestão de Risco
President of the jury
 Manuel José Teixeira Macedo de Lemos (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021/07 Videovigilância, Domótica e Alarmes
(Thesis) Main arguer
 Francisco Marcos Mesquita da Costa Santos (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021/07 Organização do Sistema Informático Empresarial
(Thesis) Main arguer
 Vítor Sampaio Miranda (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021/07 Manutenção de Hardware/Software e montagem de servidores
(Thesis) Main arguer
 João Marcelo Ferreira da Silva (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021/07 Manutenção de hardware/software
(Thesis) Main arguer
 Arnaldo José Macedo Ribeiro (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021/07 Modelação e previsão de decisões judiciais utilizando um repositório de sentenças
(Thesis) Main arguer
 Joel Soares Rodrigues (Master)
Universidade do Minho, Portugal
2021/06 Connectionist Systems for Image Processing and Anomaly Detection
(Thesis) Main arguer
 Luís Filipe Fernandes Gomes (Master)
Universidade do Minho, Portugal
2021/05 Radiomics in Head and Neck Cancer Outcome Predictions
(Thesis) Main arguer
 Maria Rodrigues Gonçalves (Master)
Universidade do Minho, Portugal
2021/02 Data augmentation for improving robustness of image based deep learning algorithms
(Thesis) Main arguer
 Diogo Afonso da Silva Costa (Other)
Universidade do Minho, Portugal
2021 File Uploader
(Thesis) Main arguer
 Hugo Leandro Araújo Teixeira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 Relatório Final de Estágio
(Thesis) Main arguer
 João Pedro Brandão Moreira de Sousa (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 Smart Loyalty
(Thesis) Main arguer
 João Pedro Faria Marques (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 Blockchain-assisted Academic Council - Electronic Vote System - (bACEVS)
President of the jury
 João Pedro Gonçalves Alves (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 Partilha de Informação 4.0 - Uma abordagem baseada em International Data Spaces
President of the jury
 Pedro Alberto Fernandes Pinheiro (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 Controlled and Secure Sharing Threat Intelligence
President of the jury
 Ricardo Manuel de Moura Fernandes (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 Desenvolvimento de um Showroom – Kyaia Soluções Informáticas
(Thesis) Main arguer
 Sara Isabel Ribeiro Martins (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 Automatic Speech Recognition for European Portuguese
(Thesis) Main arguer
 Adriano Vaz de Carvalho Campinho (Master)
Universidade do Minho, Portugal
2021 Generic processing pipeline for segmentation of small brain structures
(Thesis) Main arguer
 Mariana Pereira Duarte Ferreira Gomes (Master)
Universidade do Minho, Portugal
2020/10 Sistema de Recomendação de Recursos Humanos e Gestão de Informação em Projetos de I&D
(Thesis) Main arguer
 Tiago Manuel Teixeira Cardoso (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020/10 Eurotax Matcher
(Thesis) Main arguer
 Marcelo Pinto (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020/09 Real-time Analytics
(Thesis) Main arguer
 José Carlos Ribeiro Mendes (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020/09 Context Analysis for the Improvement of Intelligent Vehicles Networks
(Thesis) Main arguer
 Eduardo de Lima Cunha (Master)
Universidade do Minho, Portugal
2020/07/20 Business Intelligence: Dashboard
President of the jury
 Nuno Mendes Ferreira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020/07/20 Descoberta de padrões usando mineração de dados
President of the jury
 João Filipe Mendes da Silva (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020/07/10 Geração Dinâmica de Relatórios de Serviço
President of the jury
 Liliana Isabel Sampaio Teixeira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020/07/10 Lean Accounting
President of the jury
 Rosa da Conceição Nunes Lopes (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020/07/08 A DEMOCRATIZAÇÃO DO BUSINESS ANALYTICS: UM EXEMPLO PRÁTICO DE ANÁLISE SENTIMENTAL
(Thesis) Arguer
 Afonso José Caldas da Costa Lobo (Master)
Instituto Politécnico do Cávado e do Ave, Portugal
2020/07 Scraim - Super Workspace
(Thesis) Main arguer
 Rui Bessa (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020/06 Software de gestão de qualidade - OLIFEL
(Thesis) Main arguer
 Rúben Sandro Peixoto Sampaio (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020/05/07 A Meta-Learning Approach for Selecting Machine Learning Algorithms
(Thesis) Main arguer
 José Pedro Santos Monteiro (Master)
Universidade do Minho, Portugal
2020/03/04 Configuração de CRM
President of the jury
 João Pedro dos Santos Moura Brás (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020 Roteamento Inteligente de Chamadas
(Thesis) Main arguer
 Sérgio Tiago Oliveira Jorge (Master)
Universidade do Minho, Portugal
2019/09/25 Softideia - Mobile Development
(Thesis) Main arguer
 Marco de Freitas (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/09/05 Desenvolvimento Front-End para a criação de aplicações Web
(Thesis) Main arguer
 Flávio Rafael Teixeira Costa (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/30 BUSINESS ANALYTICS NO SETOR DAS AGUAS DE CONSUMO
(Thesis) Arguer
 Jose´ Albino Soares (Master)
Instituto Politécnico do Cávado e do Ave, Portugal
2019/07/29 Internship Report - Platform for Tourism
(Thesis) Arguer
 Joa~o Pedro Antunes Cunha (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/29 Development of the "#IT-Like a Bosch" Website
(Thesis) Arguer
 Ana Soraia Ribeiro Mata (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/29 Estudo e Implementação de um Sistema de Gestão da Qualidade baseado na norma NP EN ISO 9001:2015- IT Sector
President of the jury
 Sara Gonçalves (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/25 Relatório de Estágio – Goldlabel, Lda
President of the jury
 Rui Alberto Leite Fernandes (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/25 Robotização de processos para melhoria da cadeia de abastecimento de uma empresa de produção e engarrafamento de vinhos
President of the jury
 Cátia Cristina Rodrigues Leal (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/24 Leitura automática de comprovativos de morada
President of the jury
 Ramon Cardoso Barbosa (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/19 Desenvolvimento de Projetos na solução bpm’online
President of the jury
 Daniel Longo Ferreira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/19 Implementação de Solução bpm’online
President of the jury
 Nuno Miguel da Silva Gonçalves (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/19 Modelação dos processos envolvidos no projeto RGPD
President of the jury
 Diana Soraia Pinto Ferreira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/19 Melhoria de Processos de Negócio
President of the jury
 Joana Dias Fernandes (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/19 Point of Sales System
President of the jury
 Carlos Daniel Lagoaça Pinto (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/19 Point of Sales System
President of the jury
 Paulo Augusto Taveira dos Santos (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/17 ScrapMyProperty – Previsão da Precificação de Habitacões com uso de Data Mining e Machine Learning
(Thesis) Arguer
 Virgínia Maria Santos Melo Baroni (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/16 Brinfer - onde marcas e influenciadores se encontram
Supervisor
 Paulo Filipe Paiva Maia (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/16 Monitorização Remota de Pacientes
(Thesis) Main arguer
 Paulo José Ferreira Coelho (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/15 E-Reputation
(Thesis) Main arguer
 Tiago Pinto (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/07/11 SoftInfo – Aplicação Multiplataforma para visualização de métricas
Supervisor
 Andre´ Filipe Gonc¸alves Vieira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/06/21 De Big Data a Small Data: uma Metodologia
Supervisor
 Bruno Roth (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/06/17 Plataforma IIoT Open Source para PME’s
President of the jury
 Bruno Cunha (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019/05/10 Identificação de táticas e estratégias para a resolução de conflitos através do estudo de casos passados
(Thesis) Arguer
 Bianca Alexandra Agostinho Moreira (Master)
Universidade do Minho Escola de Direito, Portugal
2019/02/04 Previsão Baseada em Meta-Learning: Um Caso de Estudo no Setor do Retalho
(Thesis) Main arguer
 Sara Luísa Marques Freitas Lemos (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 Control and Navigation of Unmanned Aerial Vehicles based on Computer Vision for Assistance Robotics
(Thesis) Arguer
 Lidia María Belmonte Moreno (PhD)
Universidad de Castilla-La Mancha, Spain
2019 Building an imaging-based research platform for experiments with Brain connectivity data
(Thesis) Main arguer
 Rogério Gomes Lopes Moreira (Master)
Universidade do Minho, Portugal
2019 Plataforma e-Commerce para venda de calçado
(Thesis) Main arguer
 Nuno Fonseca (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019 Digitalização do processo de receção de matérias primas na Gra2003
President of the jury
 Luís Freitas (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2019 Children Dyscalculia - Game based mobile application for learning mathematics
(Thesis) Main arguer
 José Manuel Gonçalves Leitão da Cunha (Master)
Universidade do Minho, Portugal
2018/10 Enhance Smart Home capabilities by learning from usage patterns and IoT devices
(Thesis) Main arguer
 José Alexandre Da Silva Mirra (Master)
Universidade do Minho, Portugal
2018/06 Modelling and Intelligent Interaction System for Increasing the Level of Attentiveness and Engagement
(Thesis) Main arguer
 David Barbosa Castro (Master)
Universidade do Minho, Portugal
2018 Embedding smart software agents in resource constrained Internet of Things devices
(Thesis) Arguer
 Daniel Hernández de la Iglesia (PhD)
Universidad de Salamanca, Spain
2018 Interacción multisensorial sin cables en entornos inteligentes de rehabilitación
(Thesis) Arguer
 Miguel Oliver Segovia (PhD)
Universidad de Castilla-La Mancha - Campus de Albacete, Spain
2018 A framework for improving data collection and promote usability
Supervisor
 Albertino Cláudio de Bessa Vieira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 Processing, analysis and visualization of biofeedback data
Supervisor
 Bernardo Filipe Gonçalves Almeida (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 Esports controllers data acquisition and analysis
Supervisor
 José Daniel Magalhães Pimentel Pereira da Silva (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 Luís Rodrigues
Supervisor
 Efficient location of people in emergency scenarios (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 Optimization of reach and interactions in social networks
Supervisor
 Diogo Flores Ramos (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 Simulation of intelligent traffic management in smart cities
Supervisor
 Rui José Leal Bessa (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 Smart Parking - Predicting park availability in smart cities
Supervisor
 Ana Margarida Novais de Sousa (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017/06 Das potencialidades dos meios de Resolução Alternativa e Online de Conflitos no contexto nacional e europeu em matéria laboral
(Thesis) Arguer
 Joana Filipa Gomes Rodrigues (Master)
Universidade do Minho, Portugal
2017/03 EXTENDED FEDERATED SOCIAL NETWORKS IN ENVIRONMENTAL SUSTAINABILITY
(Thesis) Main arguer
 Tiago Filipe Rodrigues Eirinha (Master)
Instituto Politécnico do Cávado e do Ave, Portugal
2017 Social Emotions in Multiagent Systems
(Thesis) Arguer
 Jaime Andres Rincon Arango (PhD)
Universitat Politècnica de València, Spain
2017 Support System for the Localization of People with Special Needs
Supervisor
 Eduardo Filipe Rodrigues Peixoto (Master)
Instituto Politécnico do Cávado e do Ave, Portugal
2017 Mobile App for helping offroad drivers in distress
Supervisor
 Diogo Ribeiro (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 Mobile App for enhancing memory functions in ageing
Supervisor
 Rodrigo Rocha (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 Mobile App for sharing sports-related information in closed social circles
Supervisor
 Daniel Teixeira (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 Mobile App for managing restaurants' reservations
Supervisor
 Diogo Nunes (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2016/12 Aprendizagem não supervisionada de padrões de interação homem-computador
(Thesis) Main arguer
 Ana Sofia Martins Sá Quintas (Master)
Universidade do Minho, Portugal
2016/06 On the improvement of sleep onset latency detection and sleep/wake classification using cardiorespiratory features
(Thesis) Main arguer
 Cármina Augusta Pereira Azevedo (Master)
Universidade do Minho, Portugal
2016/03 Desenvolvimento de uma plataforma onlinena área da restauração
(Thesis) Main arguer
 Tiago Filipe da Silva Mendes (Master)
Instituto Politécnico do Cávado e do Ave, Portugal
2016 Assisted Geographical Localization
Supervisor
 Diogo Manuel Carvalho Ferreira (Master)
Instituto Politécnico do Cávado e do Ave, Portugal
2016 Mapscrime - A mobile application for the geo-referencing of criminal occurrences
Supervisor
 Luís Nunes (Other)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2015/11/09 Sistema de Apoio à Aprendizagem na Área da Discalculia em Menores
(Thesis) Main arguer
 Filipa Tinoco Ferraz (Master)
Universidade do Minho, Portugal
2015/11/09 Desenvolvimento de uma framework deargumentação para apoio à tomada dedecisão ubíqua
(Thesis) Main arguer
 Diogo Emanuel Pereira Martinho (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2014/12/05 Personalized approach on a smart image search engine, handling default data
(Thesis) Main arguer
 Mauro José Ferreira de Freitas (Master)
Universidade do Minho, Portugal
2014/12/05 Gestão inteligente de tarefas: atribuição de tarefas numa equipa
(Thesis) Main arguer
 António Oliveira da Silva (Master)
Universidade do Minho, Portugal
2014/12/04 Gamification para Promover uma Condução Sustentável
(Thesis) Main arguer
 Jorge Daniel Nogueira Martins (Master)
Universidade do Minho, Portugal
2014/09/29 A conflict management environment to support decision-making process
(Thesis) Arguer
 Marco Filipe Vieira Gomes (Other)
Universidade do Minho, Portugal
2014/04/01 Uma Ferramenta de Suporte Educacional usando Data Mining
(Thesis) Arguer
 José Antônio da Cunha (Other)
Universidade do Minho, Portugal

Committee member

Activity description
Role 		Institution / Organization
2019 - Current Diretor da Licenciatura em Sistemas de Informação para a Gestão
Director
 Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2019 Membro da Comissão de Coordenação da Licenciatura em Sistemas de Informação para a Gestão, da Escola Superior de Tecnologia e Gestão do Instituto Politécnico do Porto
Coordinator
 Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal

Conference scientific committee

Conference name Conference host
2019/09/27 - Current AfCAI 2019 - Affective Computing and Context Awareness in Ambient Intelligence Universidad Politécnica de Cartagena, Spain
2019 - Current IE'19 - 15th International Conference on Intelligent Environments Rabat, Morocco
2019 - Current SLATE - Symposium on Languages, Applications and Technologies
2019 - Current Helix - Regional Entrepreneurial Ecosystems and Sustainability
2025 - 2026 The EPIA 2025 international conference on Artificial Intelligence (EPIA2025) Faro, Portugal
2025 - 2025 11th Intelligent Systems Conference 2025 Amsterdam
2025 - 2025 European Robotics Forum 2025 Stuttgart, Alemanha
2025 - 2025 ICAIL - The 20th International Conference on Artificial Intelligence and Law Chicago
2025 - 2025 ESAIM 2025 - 3rd European Symposium on Artificial Intelligence in Manufacturing Donostia - San Sebastian
2024/06/20 - 2024/06/20 23th Internacional Portuguese Conference on Artificial Intelligence Viana do Castelo, Portugal
2024 - 2024 IntelliSys 2024 - Intelligent Systems Conference 2024 Amsterdam
2024 - 2024 IAMOT 2024 - The 33rd Conference of the International Association for the Management of Technology Porto
2024 - 2024 14th International Conference on Methodologies and Intelligent Systems for Technology Enhanced Learning (MIS4TEL'24) Salamanca, Espanha
2024 - 2024 2nd European Symposium on Artificial Intelligence in Manufacturing (ESAIM'24) Atenas, Grécia
2023 - 2023 Intelligent Systems Conference 2023, IntelliSys'23
2023 - 2023 Intelligent Environments 2023 (IE'23)
2023 - 2023 5th International Workshop on Digital Transformation in the Enterprise, 18th Iberian Conference on Information Systems and Technologies (CISTI'2023 ) Aveiro
2023 - 2023 11th International Symposium on Digital Forensics and Security Tennessee, USA
2023 - 2023 13th International Conference on Methodologies and Intelligent Systems for Technology Enhanced Learning Guimarães, Portugal
2023 - 2023 ISAmI'23 - 14th International Symposium on Ambient Intelligence, 2024 Guimarães, Portugal
2023 - 2023 19th ICAIL - International Conference on Artificial Intelligence and Law 2023 (ICAIL 2023) - Doctoral Consortium Braga, Portugal
2023 - 2023 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO'23) Salamanca
2023 - 2023 22nd Portuguese Conference on Artificial Intelligence (EPIA'23) Faial, Azores
2022 - 2022 Intelligent Systems Conference
2022 - 2022 IV International Workshop on Digital Transformation in the Enterprise, CISTI'2022 - 17th Iberian Conference on Information Systems and Technologies, 2022.
2022 - 2022 Workshop on Citizen-Centric Smart Cities Services (CCSCS2022), 18th International Conference on Intelligent Environments (IE'22)
2022 - 2022 WAPAIS 2022 – 1st Workshop on Applications of Artificial Intelligence for Society, International Symposium on Digital Forensics and Security (ISDFS'22)
2022 - 2022 AmIA - Ambient Intelligence and Affective Environments, 21st EPIA Conference on Artificial Intelligence (EPIA'22)
2022 - 2022 AmIA - General AI, 21st EPIA Conference on Artificial Intelligence (EPIA'22)
2022 - 2022 ISAmI'21 - 13th International Symposium on Ambient Intelligence, 2022
2022 - 2022 19th International Conference on Distributed Computing and Artificial Intelligence, DCAI'22
2022 - 2022 12th International Conference on Methodologies and Intelligent Systems for Technology Enhanced Learning, MIS4TEL'22
2022 - 2022 17th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO'22
2022 - 2022 15th International Symposium on Intelligent Distributed Computing, IDC 2022.
2022 - 2022 7th Symposium on Modelling and Simulation in Computer Sciences and Engineering, 20th International Conference of Numerical Analysis and Applied Mathematics (MSCSE 2022)
2021 - 2021 IE'21 - 17th International Conference on Intelligent Environments Dubai
2021 - 2021 18th International Conference on Distributed Computing and Artificial Intelligence Salamanca, Spain
2021 - 2021 ISAmI'21 - 12th International Symposium on Ambient Intelligence, 2021. Salamanca, Spain
2021 - 2021 MIS4TEL'21 - International Conference in Methodologies and intelligent Systems for Technology Enhanced Learning Salamanca, Spain
2021 - 2021 19th International Conference on Practical Applications of Agents and Multi-Agent Systems Salamanca, Spain
2020 - 2020 Intelligent Systems Conference (IntelliSys) 2020 The Netherlands
2020 - 2020 17th International Conference on Distributed Computing and Artificial Intelligence L'Aquila, Italy
2020 - 2020 ISAmI'20 - 11th International Symposium on Ambient Intelligence L'Aquila, Italy
2020 - 2020 IE'20 - 16th International Conference on Intelligent Environments, 2020. Madrid
2020 - 2020 MIS4TEL'20 - International Conference in Methodologies and intelligent Systems for Technology Enhanced Learning, 2020. L'Aquila, Italy
2020 - 2020 CCSCS'2020 - Citizen-Centric Smart Cities Services Madrid
2020 - 2020 21st International Conference on Intelligent Data Engineering and Automated Learning - IDEAL 2020 Guimarães
2020 - 2020 The Twelfth International Conference on Emerging Networks and Systems Intelligence, EMERGING 2020. Nice, France
2019/09 - 2019/09 SC4LIFE'19 - EAI International Conference on Society with Future: Smart and Liveable Cities Braga, Portugal
2019/05/02 - 2019/05/02 International Conference in Engineering Applications – ICEA 2019
2019 - 2019 WorldCIST'19 - 7th World Conference on Information Systems and Technologies, 2019.
2019 - 2019 CHI'19 - ACM CHI Conference on Human Factors in Computing Systems
2019 - 2019 MIS4TEL'19 - International Conference in Methodologies and intelligent Systems for Technology Enhanced Learning Ávila, Spain
2019 - 2019 DCAI'19 - 16th International Conference on Distributed Computing and Artificial Intelligence Spain
2019 - 2019 IE'19 - International Conference on Intelligent Environments, Citizen-Centric Smart Cities Services workshop (CCSCS'2019) Rabat, Morocco
2019 - 2019 EPIA'19 - 19th EPIA Conference on Artificial Intelligence, Artificial Intelligence for Games Track
2019 - 2019 EPIA'19 - 19th EPIA Conference on Artificial Intelligence, Ambient Intelligence and Affective Environments Track
2019 - 2019 IDC'19 - 13th International Symposium on Intelligent Distributed Computing
2019 - 2019 European Conference on the Impact of Artificial Intelligence and Robotics Normandie Business School, Oxford, UK
2019 - 2019 EMERGING 2019 - The Eleventh International Conference on Emerging Networks and Systems Intelligence Porto
2019 - 2019 6th International Workshop on Healthcare Information Systems Interoperability, Security and Efficiency (WorldCist'20) Budva, Montenegro
2018 - 2018 AfCAI'18 - Affective Computing and Context Awareness in Ambient Intelligence
2018 - 2018 HIS'18 - International Conference on Hybrid Intelligent Systems
2018 - 2018 MedRACER'18 - International Conference on Principles of Knowledge Representation and Reasoning, Reasoning with Ambiguous and Conflicting Evidence and Recommendations in Medicine workshop
2018 - 2018 ISAmI'18 - International Symposium on Ambient Intelligence
2018 - 2018 IE'18 - International Conference on Intelligent Environments
2018 - 2018 WorldCIST'18 - 6th World Conference on Information Systems and Technologies
2018 - 2018 MIS4TEL'18 - International Conference in Methodologies and intelligent Systems for Techhnology Enhanced Learning
2018 - 2018 DCAI'18 - International Symposium on Distributed Computing and Artificial Intelligence
2017 - 2017 IE'17 - International Conference on Intelligent Environments
2017 - 2017 IE'17 - International Conference on Intelligent Environments, Citizen-Centric Smart Cities Services workshop (CCSCS'2017)
2017 - 2017 EPIA'17 - Portuguese Conference on Artificial Intelligence, Artificial Intelligence in Games track
2017 - 2017 EPIA'17 - Portuguese Conference on Artificial Intelligence, Ambient Intelligence and Affective Environments track
2017 - 2017 ISAmI'17 - International Symposium on Ambient Intelligence
2017 - 2017 PAAMS'17 - Practical Applications of Agents and Multi-agent Systems, Workshop on Decision Making in Dynamic Information Environments (DeMaDIE'17)
2017 - 2017 MIS4TEL'17 - International Conference in Methodologies and intelligent Systems for Techhnology Enhanced Learning
2016 - 2016 SOCO'16 - International Conference on Soft Computing Models in Industrial and Environmental Applications
2016 - 2016 CoSTA'16 - International Workshop on Computational Sustainability, Technologies and Applications
2016 - 2016 IDC'16 - Intelligent Distributed Computing, COMEDAI Special Session
2016 - 2016 ISAmI'16 - International Symposium on Ambient Intelligence
2016 - 2016 PAAMS'16 - Practical Applications of Agents and Multi-agent Systems, Workshop on Decision Making in Dynamic Information Environments (DeMaDIE'16)
2016 - 2016 MIS4TEL'16 - International Conference in Methodologies and intelligent Systems for Techhnology Enhanced Learning
2015 - 2015 IDC'15 - Intelligent Distributed Computing, COMEDAI Special Session
2015 - 2015 IDC'15 - Intelligent Distributed Computing
2015 - 2015 ISAmI'15 - International Symposium on Ambient Intelligence
2015 - 2015 DCAI'15 - International Symposium on Distributed Computing and Artificial Intelligence
2014 - 2014 ISAmI'14 - International Symposium on Ambient Intelligence
2014 - 2014 DCAI'14 - International Symposium on Ambient Intelligence
2014 - 2014 EPIA'14 - Portuguese Conference on Artificial Intelligence
2013 - 2013 EPIA'13 - Portuguese Conference on Artificial Intelligence
2013 - 2013 DCAI'13 - International Symposium on Distributed Computing and Artificial Intelligence

Consulting

Activity description Institution / Organization
2024 - 2024 Avaliação de proposta de projeto financiado "Machine learning classification of engineering design workflows" para o Israeli Ministry of Innovation, Science and Technology.
2023 - 2023 External PhD Evaluator, International Doctorate Mention of Jorge Meira. Thesis title: Towards a more sustainable anomaly detection: new methods and practical applications. Universidade da Coruña, Spain
2023 - 2023 External PhD Evaluator, International Doctorate Mention of Juan José Gamboa Montero. Thesis title: Acoustic-based Smart Tactile Sensing in Social Robots. Universidad Carlos III de Madrid, Spain
2023 - 2023 External PhD Evaluator, International Doctorate Mention of Diogo Emanuel Pereira Martinho. Thesis title: An Approach Using Cognitive Agents to Better Assist Elderly People. Universidad de Salamanca, Spain

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2022 - Current Programming Foundations Engenharia Informática (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - Current Electronic Dispute Resolution and Artificial Intelligence (Regency) Práticas Jurídico-Digitais (Mestrado integrado) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020 - Current Methods and Techniques for Data Analysis (Regency) Sistemas de Informação para a Gestão (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2020 - Current Integrated Project (Regency) Sistemas de Informação para a Gestão (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 - Current Scalable Technologies for Data Analysis (Regency) Engenharia Informática (Mestrado integrado) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2014 - Current Laboratory Informatics II Engenharia Informática (Mestrado integrado) Universidade do Minho, Portugal
2014 - Current Artificial Intelligence (Regency) Engenharia Informática (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Decision Support Systems (Regency) Sistemas de Informação para a Gestão (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Programming Foundations Engenharia Informática (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2018 - 2018 Programming Languages (Regency) Gestão Industrial e Logística (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2016 - 2018 Programming Languages (Regency) Sistemas de Informação para a Gestão (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 - 2017 Programming Laboratory (Regency) Engenharia Informática (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 - 2017 Programming Laboratory (Regency) Segurança Informática em Redes de Computadores (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017 - 2017 Data Structures (practical component) Engenharia Informática (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2014 - 2017 Database Management Systems (Regency) Sistemas de Informação para a Gestão (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2016 - 2016 Programming Foundations (Regency) Engenharia Informática (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2015 - 2016 Database Systems (Regency) Engenharia Informática (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2015 - 2015 Introduction to Programming Paradigms (practical component) Engenharia Biomédica (Mestrado integrado) Universidade do Minho, Portugal
2015 - 2015 Introduction to Algorithms and Programming (practical component) Matemática e Computação (Mestrado integrado) Universidade do Minho, Portugal
2015 - 2015 Data Structures (practical component) Engenharia Informática (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2014 - 2015 Numerical Computation Languages (practical component) Engenharia Física (Mestrado integrado) Universidade do Minho, Portugal
2014 - 2015 Numerical Computation Languages (practical component) Física (Licenciatura) Universidade do Minho, Portugal
2014 - 2014 Object-oriented Programming (practical component) Segurança Informática em Redes de Computadores (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal

Journal scientific committee

Journal title (ISSN) Publisher
2025 - Current Knowledge and Information Systems (0219-1377) Springer
2025 - Current IEEE Access (2169-3536) IEEE
2023/11/10 - Current Discover Artificial Intelligence (2731-0809) Springer
2023/07/27 - Current International Journal of Data Science and Analytics (2364-415X) Springer
2023 - Current JMIR Serious Games (2291-9279)
2022 - Current Journal of Interaction Design and Architecture (1826-9745)
2022 - Current Artificial Intelligence and Law (0924-8463) Springer
2020 - Current Pattern Recognition Letters (0167-8655) Elsevier
2019/04/10 - Current Designs (2411-9660) MDPI AG
2019/04/10 - Current Future Generation Computer Systems (0167-739X) Elsevier
2019 - Current PLOS ONE (1932-6203)
2019 - Current International Journal of Information Technology & Decision Making (1793-6845) World Scientific
2019 - Current Journal of Ambient Intelligence and Smart Environments (1876-1372) IOS Press
2018/11/28 - Current Neural Computing and Applications (1433-3058) Springer-Verlag
2018/10/11 - Current Sensors (1424-8220) MDPI AG
2018/09/27 - Current Sustainability (2071-1050) MDPI
2018/07/18 - Current Applied Sciences (2076-3417) MDPI
2017/08/15 - Current Engineering Applications of Artificial Intelligence (0952-1976) Elsevier
2017/06/12 - Current Future Internet (1999-5903) MDPI AG
2016/12/17 - Current Journal of Medical Systems (1573-689X) Springer-Verlag
2016/10/12 - Current IEEE Transactions on Intelligent Transportation Systems (1558-0016) Institute of Electrical and Electronics Engineers
2016/08/22 - Current Annals of Operations Research (1572-9338) Springer-Verlag
2016/07/02 - Current Journal of Ambient Intelligence and Humanized Computing (1868-5137) Springer
2016/04/02 - Current Pervasive and Mobile Computing (1574-1192) Elsevier
2016/01/18 - Current Journal of Medical Imaging and Health Informatics (2156-7026) American Scientific Publishers
2016/01/02 - Current Journal of Computer Engineering and Information Technology (2324-9307) OMICS Publishing Group
2015/12/28 - Current IEEE Transactions on Neural Networks and Learning Systems (2162-2388) Institute of Electrical and Electronics Engineers
2015/10/09 - Current Journal of Computer Systems Networks and Communications (1687-739X) Hindawi Limited
2015/09/07 - Current Pervasive and Mobile Computing (1574-1192) Elsevier
2015/03/22 - Current Cognitive Computation (1866-9964) Springer-Verlag
2014/09/18 - Current National Academy Science Letters (2250-1754) Springer-Verlag
2014/06/12 - Current The Scientific World JOURNAL (1537-744X) Hindawi (The Scientific World)
2020 - 2020 Group Decision and Negotiation Journal (0926-2644) Springer
Distinctions

Award

2023 1st place Prémio Pratica+
Instituto Politécnico do Porto, Portugal
2022 ISAmI'22 MDPI Best Paper Award
MDPI AG, Switzerland
2019 Best Paper Award
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal

Other distinction

2017 Desafio Empresarial Europe Direct - "União da Energia e Clima"
Europe Direct, Portugal
2015 Best Student Paper Award
BISITE Research Group, Spain
2015 PAAMS’15 Award of Scientific Excellence
BISITE Research Group, Spain
2014 Sports Merit Award
Associação Académica da Universidade do Minho, Portugal
2013 Award of Scientific Excellence
BISITE Research Group, Spain
2012 PAAMS’12 Award of Scientific Excellence
BISITE Research Group, Spain
2009 Academic Merit Scholarship
Governo de Portugal, Portugal
2008 Prémio Nacional de Trabalhos de Licenciatura em Inteligência Artificial
Associação Portuguesa para a Inteligência Artificial, Portugal
2004 Performance Award of Merit
Escola Secundária Dr. António Granjo, Portugal
2003 Collective Performance Award of Merit
Escola Secundária Dr. António Granjo, Portugal
2002 Social Award of Merit
Escola Secundária Dr. António Granjo, Portugal