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Luís Conceição holds a PhD in Computer Science (2023) from the University of Minho, a Master’s degree in Computer Engineering (2017) from the School of Engineering of the Polytechnic Institute of Porto (ISEP), and a Bachelor’s degree in Computer Engineering (2014) from the same institution. He is currently an Assistant Professor at ISEP and a Researcher at GECAD (Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, UIDB/00760/2020), a research unit rated as Excellent by the Portuguese Science and Technology Foundation (FCT). His research focuses on Artificial Intelligence (AI), with an emphasis on multi-agent systems, decision support systems, and natural language processing. He is the international coordinator of the REMO project, fostering collaboration between academic institutions and industry partners from multiple countries to develop robust and efficient AI solutions for decision-making optimization. He has participated in several R&D projects, including international initiatives funded by Horizon Europe, H2020, and ITEA, as well as national projects supported by FCT and P2020, serving as Principal Investigator (PI) or co-PI in some of them. Throughout these projects, he has worked closely with national and international companies and technology centers. He has published more than 30 scientific articles in indexed conferences and journals, contributing to advancements in AI research. He also serves as a reviewer for scientific journals and as a member of scientific committees for international conferences. Throughout his academic career, he has supervised master’s students and participated in dissertation and thesis juries. Currently, he supervises 9 master's students, 4 undergraduate students, and co-supervises 2 PhD students. Beyond academic and research activities, he maintains strong industry collaborations, applying AI to domains such as Industry 4.0 and Healthcare. His contributions have been recognized through awards and distinctions, including a prize awarded within the Inno4Health project, highlighting the impact of his research and technological innovation. Over the past two years, he has actively participated in AI dissemination and awareness initiatives, promoting responsible and ethical AI use within the community. This includes guest lectures at public and private institutions, as well as participation in roundtable discussions focused on the latest AI advancements and their societal impact.
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Identificação

Identificação pessoal

Nome completo
LUÍS MANUEL DA SILVA CONCEIÇÃO

Nomes de citação

  • CONCEIÇÃO, LUÍS
  • Conceição, L

Identificadores de autor

Ciência ID
F314-74BE-BBE4
ORCID iD
0000-0003-3454-4615
Google Scholar ID
8FhDvT4AAAAJ&hl

Endereços de correio eletrónico

  • msc@isep.ipp.pt (Profissional)

Moradas

  • GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development. R. Dr. António Bernardino de Almeida, 431, 4200-072, Porto, Porto, Portugal (Profissional)

Domínios de atuação

  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Computação
  • Ciências da Engenharia e Tecnologias - Engenharia Eletrotécnica, Eletrónica e Informática

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Português Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Espanhol; Castelhano Utilizador independente (B2) Utilizador independente (B2) Utilizador elementar (A2) Utilizador independente (B2)
Formação
Grau Classificação
2018/03 - 2023/04/14
Concluído
 Informática (Doutoramento)
Especialização em Artificial Intelligence
Universidade do Minho, Portugal
"Argumentation Dialogues in Web-based GDSS: An approach using Machine Learning Techniques" (TESE/DISSERTAÇÃO)
 Muito Bom
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento		 Empregador
2024/09/01 - Atual Professor Adjunto (Docente Ensino Superior Politécnico) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Instituto Politécnico do Porto Departamento de Engenharia Informática, Portugal
Projetos

Projeto

Designação Financiadores
2020/01/01 - 2024/12/31 Centro de Investigação ALGORITMI
UIDB/00319/2020
10.54499/UIDB/00319/2020
Centro de Computação Gráfica, Portugal

Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
 Fundação para a Ciência e a Tecnologia
Concluído
Produções

Publicações

Artigo em conferência
  1. Patrícia Alves; Joana Neto; Jorge Lima; José Silva; Luís Conceição; Goreti Marreiros. "Travel Together, Play Together: Gamifying a Group Recommender System for Tourism". 2025.
    10.1145/3705328.3759344
  2. Cristiana Rocha; Diogo Martinho; Luis Conceição; Paulo Novais; Goreti Marreiros. "Digital Mental Health Apps: Key Features and User Engagement for Better Wellness". 2024.
    10.1007/978-3-031-77731-8_39
  3. Ana Rita Duarte; Luís Conceição. "Bridging Fashion and Technology: Synthetic Human Models for an Enhanced E-Commerce Experience". 2024.
    10.1007/978-3-031-73497-7_10
  4. Souza, Julio; Vieira, Ana; Conceição, Luís; Martins, Rafael; Rodrigues, Daniel; Corrente, Gustavo; Xavier, William; et al. "A Remote Monitoring Platform for the Management of Lower Limb Vascular Diseases". 2023.
    10.3233/shti230330
  5. Vieira, Ana; Conceição, Luís; Faria, Luiz; Novais, Paulo; Marreiros, Goreti. "Implementation of a FHIR Specification for the Interoperability of a Remote Monitoring Platform of Patients with Vascular Diseases". 2022.
    10.1007/978-3-031-18697-4_20
  6. Cardoso, Tiago; Rodrigues, Vasco; Conceição, Luís; Carneiro, João; Marreiros, Goreti; Novais, Paulo. Autor correspondente: Conceição, Luís. "Aspect Based Sentiment Analysis Annotation Methodology for Group Decision Making Problems: An Insight on the Baseball Domain". 2022.
    10.1007/978-3-031-04819-7_3
  7. Escadas, Sara; Souza, Julio; Vieira, Ana; Conceição, Luís; Sampaio, Sérgio; Freitas, Alberto. "Requirement Specification for a Remote Monitoring System to Support the Management of Vascular Diseases". 2022.
    10.1007/978-3-031-04826-5_69
  8. Vieira, Ana; Carneiro, João; Conceição, Luís; Martins, Constantino; Souza, Julio; Freitas, Alberto; Marreiros, Goreti. "Defining an Architecture for a Remote Monitoring Platform to Support the Self-management of Vascular Diseases". 2021.
    10.1007/978-3-030-85710-3_14
  9. João Carneiro; Rui Andrade; Patricia Alves; CONCEIÇÃO, LUÍS; Paulo Novais; Goreti Marreiros. "A Consensus-based Group Decision Support System using a Multi-Agent MicroServices Approach". Trabalho apresentado em International Conference on Autonomous Agents and Multi-Agent Systems, Auckland, 2020.
    Publicado
  10. Rodrigo Mesquita; CONCEIÇÃO, LUÍS; Carneiro, João; Marreiros, Goreti; Novais, Paulo; Ramos, Carlos. "Agent-Based Architecture for Travel Agency". Trabalho apresentado em Intelligent Environments 2018, 2018.
    Publicado
  11. Tanzin Hoque, Tania; Ferreira, Luis; Faria, Luiz; Martins, Constantino; Mesquita, Rodrigo; CONCEIÇÃO, LUÍS; Marreiros, Goreti; Ramos, Carlos. "Tourism and Heritage Routes Including Visitants Profile Adaptation and Context Awareness". Trabalho apresentado em International Conference on Computational Science and Computational Intelligence (CSCI), 2018.
    10.1109/csci46756.2018.00185
  12. Carneiro, João; CONCEIÇÃO, LUÍS; Marreiros, Goreti; Novais, Paulo. "Intelligent reports for group decision support systems". Trabalho apresentado em Intelligent Environments, 2016.
    10.3233/978-1-61499-690-3-4
  13. Conceição, L.; Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. "Generation of intelligent reports for ubiquitous group decision support systems". Trabalho apresentado em Global Information Infrastructure and Networking Symposium (GIIS), 2016.
    10.1109/GIIS.2016.7814948
Artigo em revista
  1. Rita Ribeiro; Rafael Martins; Hugo Pereira; Vítor Crista; Júlio Souza; Rute Almeida; Diogo Martinho; et al. "A systematic review on wearable-enabled remote health monitoring". DIGITAL HEALTH (2026): https://doi.org/10.1177/20552076261428387.
    10.1177/20552076261428387
  2. Conceição, Luís; Rodrigues, Vasco; Meira, Jorge; Marreiros, Goreti; Novais, Paulo. "Supporting Argumentation Dialogues in Group Decision Support Systems: An Approach Based on Dynamic Clustering". Applied Sciences 12 21 (2022): 10893. http://dx.doi.org/10.3390/app122110893.
    Acesso aberto • 10.3390/app122110893
  3. João Carneiro; Diogo Martinho; Patrícia Alves; Luís Conceição; Goreti Marreiros; Paulo Novais. "A Multiple Criteria Decision Analysis Framework for Dispersed Group Decision-Making Contexts". Applied Sciences (2020): https://www.mdpi.com/2076-3417/10/13/4614.
    10.3390/app10134614
  4. Marta Fernandes; Alda Canito; Verónica Bolón-Canedo; Luís Conceição; Isabel Praça; Goreti Marreiros. "Data analysis and feature selection for predictive maintenance: A case-study in the metallurgic industry". International Journal of Information Management 46 (2019): 252-262. https://doi.org/10.1016/j.ijinfomgt.2018.10.006.
    10.1016/j.ijinfomgt.2018.10.006
  5. Luís Conceição; Diogo Martinho; Rui Andrade; João Carneiro; Constantino Martins; Goreti Marreiros; Paulo Novais. "A web-based group decision support system for multicriteria problems". Concurrency and Computation: Practice and Experience (2019): https://doi.org/10.1002/cpe.5298.
    Publicado • 10.1002/cpe.5298
  6. João Carneiro; Pedro Saraiva; Luís Conceição; Ricardo Santos; Goreti Marreiros; Paulo Novais. "Predicting satisfaction: Perceived decision quality by decision-makers in Web-based group decision support systems". Neurocomputing 338 (2019): 399-417. https://doi.org/10.1016/j.neucom.2018.05.126.
    10.1016/j.neucom.2018.05.126
  7. Carneiro, Joao; Martinho, Diogo; Conceição, Luís; Marreiros, Goreti; Novais, Paulo. "How the ability to analyse tendencies influences decision satisfaction". Inteligencia Artificial 20 59 (2017): 8. http://dx.doi.org/10.4114/intartif.vol20iss59pp8-20.
    10.4114/intartif.vol20iss59pp8-20
  8. Carneiro, João; Conceição, Luís; Martinho, Diogo; Marreiros, Goreti; Novais, Paulo. "Including cognitive aspects in multiple criteria decision analysis". Annals of Operations Research 265 2 (2016): 269-291. http://dx.doi.org/10.1007/s10479-016-2391-1.
    10.1007/s10479-016-2391-1
Capítulo de livro
  1. Gabriel Pinto; Rafael Martins; Hugo Pereira; Rita Ribeiro; Luís Conceição; Goreti Marreiros. "Enhancing Medication Adherence with Computer Vision: Object Detection Models for Pill Detection". 2026.
    10.1007/978-3-031-97119-8_33
  2. Vasco Silva; Goreti Marreiros; Luís Conceição. "Lightweight Tree Ensembles with Optimized Features for Five-Class Sleep Apnea Stratification". 2026.
    10.1007/978-3-032-05179-0_27
  3. Rute Almeida; Alberto Freitas; Teresa Silva; Duarte Dias; Joyca Lacroix; Ignace De Lathauwer; Goreti Marreiros; Luís Conceição. "Integrating Privacy by Design Principles into AI-Driven Systems for Human Activity and Health Monitoring". 2025.
    10.1007/978-3-031-92840-6_2
  4. Rafael Martins; Hugo Pereira; Gustavo Corrente; William Xavier; Luís Conceição; Alberto Freitas; Goreti Marreiros. "Supporting Elderly Care Through an AI-Driven and FHIR-Based Remote Monitoring System". 2025.
    10.1007/978-3-031-80946-0_22
  5. Cristiana Rocha; Diogo Martinho; Luís Conceição; Constantino Martins; Alberto Freitas; Goreti Marreiros. "The Impact of Digital Mental Health Apps: Effectiveness in Managing Depression and Anxiety". 2025.
    10.3233/SHTI251464
  6. Rafael Martins; Luís Conceição; Gustavo Corrente; William Xavier; Júlio Souza; Alberto Freitas; Goreti Marreiros. "Multi-class Model to Predict Pain on Lower Limb Intermittent Claudication Patients". 2024.
    10.1007/978-3-031-60218-4_5
  7. Rita Rb-Silva; Xavier Ribeiro; Francisca Almeida; Carolina Ameijeiras-Rodriguez; Julio Souza; Luis Conceição; Tiago Taveira-Gomes; Goreti Marreiros; Alberto Freitas. "Secur-e-Health Project: Towards Federated Learning for Smart Pediatric Care". 2023.
    10.3233/SHTI230196
  8. Martins, Constantino Lopes; Martinho, Diogo; Marreiros, Goreti; Conceição, Luís; Faria, Luiz; Simões de Almeida, Raquel. "Artificial Intelligence in Digital Mental Health". In Digital Therapies in Psychosocial Rehabilitation and Mental Health, 201-225. IGI Global, 2022.
    Publicado • 10.4018/978-1-7998-8634-1.ch010
  9. Conceição, Luís; Carneiro, João; Marreiros, Goreti; Novais, Paulo. "Applying Machine Learning Classifiers in Argumentation Context". In Distributed Computing and Artificial Intelligence, 17th International Conference, 314-320. Springer International Publishing, 2020.
    10.1007/978-3-030-53036-5_34
  10. Pinto, Ricardo; Conceição, Luís; Marreiros, Goreti. "Algorithms for Context-Awareness Route Generation". In Ambient Intelligence – Software and Applications, 93-105. Springer International Publishing, 2020.
    10.1007/978-3-030-58356-9_10
  11. Godinho, João; Batista, Sara; Martinho, Diogo; CONCEIÇÃO, LUÍS. "A Recommendation System of Nutrition and Physical Activity for Patients with Type 2 Diabetes Mellitus". In Intelligent Data Engineering and Automated Learning – IDEAL 2020, 287-297. Springer International Publishing, 2020.
    10.1007/978-3-030-62365-4_28
  12. Canito, Alda; Fernandes, Marta; Conceição, Luís; Praça, Isabel; Marreiros, Goreti. "A Big Data Platform for Industrial Enterprise Asset Value Enablers". In Distributed Computing and Artificial Intelligence, 15th International Conference, 145-154. Springer International Publishing, 2018.
    10.1007/978-3-319-94649-8_18
  13. Fernandes, Marta; Canito, Alda; Bolón, Verónica; Conceição, Luís; Praça, Isabel; Marreiros, Goreti. "Predictive Maintenance in the Metallurgical Industry: Data Analysis and Feature Selection". In Trends and Advances in Information Systems and Technologies, 478-489. Springer International Publishing, 2018.
    10.1007/978-3-319-77703-0_47
  14. Mota, Daniel; Martins, Constantino; Carneiro, João; Martinho, Diogo; CONCEIÇÃO, LUÍS; Almeida, Ana; Praça, Isabel; Marreiros, Goreti. Autor correspondente: Mota, Daniel. "A MAS Architecture for a Project Scheduling Problem with Operation Dependant Setup Times". In International Joint Conference SOCO’18-CISIS’18-ICEUTE’18, 177-186. Springer International Publishing, 2018.
    10.1007/978-3-319-94120-2_17
  15. Canito, Alda; Fernandes, Marta; Conceição, Luís; Praça, Isabel; Santos, Magno; Rato, Ricardo; Cardeal, Gonçalo; Leiras, Francisco; Marreiros, Goreti. "An Architecture for Proactive Maintenance in the Machinery Industry". In Ambient Intelligence– Software and Applications – 8th International Symposium on Ambient Intelligence (ISAmI 2017), 254-262. Springer International Publishing, 2017.
    10.1007/978-3-319-61118-1_31
  16. Conceição, Luís; Carneiro, João; Marreiros, Goreti; Novais, Paulo. "A SOA Web-Based Group Decision Support System Considering Affective Aspects". In Progress in Artificial Intelligence, 65-74. Springer International Publishing, 2017.
    10.1007/978-3-319-65340-2_6
Pré-impressão
  1. Rita Ribeiro; Izabela Calvi; Francisco Ferreira; Vinícius Lima; Filipe Bernardi; Luís Conceição; Goreti Marreiros; Alberto Freitas. "Photoplethysmography in Healthcare: An Umbrella Review of Clinical Applications, Validation, and Evidence Gaps (Preprint)". 2026. https://doi.org/10.2196/preprints.91812.
    10.2196/preprints.91812
Atividades

Orientação

Título / Tema
Papel desempenhado		 Curso (Tipo)
Instituição / Organização
2026/01/01 - Atual Improving Robustness and Transparency in PPG-Based Time Series. Models Through Physiological and Semantic Priors
Coorientador de Rita Alexandre Pinto Ribeiro
 Inteligência Artificial e Engenharia de Sistemas Inteligentes (Doutoramento)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2026/01/01 - Atual Prediction and Mitigation of Fall Risk in the Elderly: An Explainable Artificial Intelligence Approach
Orientador de José Domingues
 Inteligência Artificial e Engenharia de Sistemas Inteligentes (Doutoramento)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Júri de grau académico

Tema
Tipo de participação		 Nome do candidato (Tipo de grau)
Instituição / Organização
2025/05/19 Learning to learn: a novel approach on transfer learning methods
Arguente principal
 Eva Blanco Mallo (Doutoramento)
Universidade da Coruña Departamento de Ciencias da Computación e Tecnoloxías da Información, Espanha
Distinções

Prémio

2024 ITEA Award of Excellence Innovation 2024
Information Technology for European Advancement, Países Baixos