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Diogo Martinho. Completed the PhD in Informatics Engineering in 2023/06/30 by Universidad de Salamanca, Master in Informatics Engineering - Knowledge-based and Decision Support Technologies in 2015 by Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto and BSc in Informatics Engineering in 2013 by Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto. He is Adjunct Teacher in Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto currently teaching in the BsC of Informatics Engineering degree and MsC of both Artificial Intelligence Engineering and Biomedic Engineering degrees. He is an integrated member of the Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development (GECAD). He has 571 citations on Google Scholar. These references correspond to h-index values of 12 on Google Scholar (data checked on February 5, 2025). He is a member of APPIA - Portuguese Association for Artificial Intelligence since 2018. He has been involved in Artificial Intelligence R&D projects, particularly in the field of Healthcare and Industry, for the last 5 years, having participated in several international projects and published several research papers in this area. It is highlighted the participation in EXPAI, ELFMo, CRIARTE, PROFIT, FoodFriend, PHE international-level projects in the area of healthcare and industry. He has published 17 articles in journals. Organized 1 event(s). Co-supervised 1 PhD thesis(es). Co-supervised 8 MSc dissertation(s). Supervised 6 work(s) of course completion of LSc/BSc and co-supervised 7. He has received 5 awards and/or honors. He has participated as Principal Investigator in 2 projects (EXPAI and ELFMo), and as a Researcher in a total of 11 projects. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Artificial Intelligence, Machine Learning, Digital Health, Multi-Agent Systems, Group Decision Support Systems, Argumentation-Based Negotiation and Ubiquitous Computing.
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Identification

Personal identification

Full name
Diogo Martinho

Citation names

  • Martinho, Diogo

Author identifiers

Ciência ID
361D-B8CA-1B26
ORCID iD
0000-0003-1683-4950

Languages

Language Speaking Reading Writing Listening Peer-review
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Spanish; Castilian Intermediate (B1) Intermediate (B1) Beginner (A1) Intermediate (B1)
Education
Degree Classification
2017/09 - 2023/06/30
Concluded
 PhD in Informatics Engineering (Doutoramento)
Universidad de Salamanca, Spain
"Improving Personalized Elderly Care - An approach using cognitive agents to better assist elderly people" (THESIS/DISSERTATION)
2015
Concluded
 Master in Informatics Engineering - Knowledge-based and Decision Support Technologies (Mestrado)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
"Desenvolvimento de uma framework de argumentação para apoio à tomada de decisão ubíqua " (THESIS/DISSERTATION)
 16
2013
Concluded
 Informatics Engineering (Licenciatura)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
"Módulo de Multi-Língua e Cultura" (THESIS/DISSERTATION)
 13
Affiliation

Science

Category
Host institution 		Employer
2018/09/01 - 2024/08 Contracted Researcher (Research) Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2024/09 - Current Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020/10 - 2024/08 Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/09 - 2020 Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Others

Category
Host institution 		Employer
2025 - Current Integrated Member Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Projects

Grant

Designation Funders
2021/09 - 2023/10 FoodFriend
Foodfriend_2021_-01
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Ongoing
2018/09 - 2021/08 AIRDOC
NORTE-01- 0247-FEDER-033275
Research Fellow
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Concluded
2016 - 2018 MANTIS
ECSEL JU Grant nr. 662189 Call H2020-EE.2014-2015
Research Fellow
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Horizon 2020

Contract

Designation Funders
2019/01/01 - 2019/12/31 Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento
UID/EEA/00760/2019
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Fundação para a Ciência e a Tecnologia
Concluded

Other

Designation Funders
2025 - Current CRIARTE
COMPETE2030-FEDER-01192200
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
European Union
Ongoing
2024/03 - Current PROFIT
22021
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Information Technology for European Advancement
Ongoing
2024 - Current EXPAI SmartIndustry
21028
Principal investigator
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Information Technology for European Advancement
Ongoing
2024 - Current ELFMo
23004
Principal investigator
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Information Technology for European Advancement
Ongoing
2024 - Current CAPE
22017
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Information Technology for European Advancement
Ongoing
2023 - Current EARS
21017
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Information Technology for European Advancement
Ongoing
2023 - Current WAI - Wellbeing @ Artificial Intelligence
2023-1-PT01-KA220-SCH-000155442
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Erasmus Plus
Ongoing
2019 - 2022 DISRUPTIVE
0677_DISRUPTIVE_2_E
Collaborator
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
European Regional Development Fund
Concluded
2018 - 2021 Personal Health Empowerment (PHE)
16040
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Information Technology for European Advancement
Concluded
2015 - 2017 EKRUCAmI – Europe-Korea Research on Ubiquitous Computing and Ambient Intelligence
IRSES-GA-2012-318878
Collaborator
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
European Commission
Concluded
Outputs

Publications

Book
  1. Godinho, J.; Batista, S.; Martinho, D.; Conceição, L.. A Recommendation System of Nutrition and Physical Activity for Patients with Type 2 Diabetes Mellitus. 2020.
    10.1007/978-3-030-62365-4_28
  2. Vieira, A.; Martinho, D.; Martins, C.; Almeida, A.; Marreiros, G.. Defining an Architecture for a Coaching Module to Support Self-Monitoring of Chronic Obstructive Respiratory Diseases. 2019.
    10.3233/SHTI190034
  3. Carneiro, J.; Conceição, L.; Martinho, D.; Marreiros, G.; Novais, P.. A framework for group decision-making: Including cognitive and affective aspects in a MCDA method for alternatives rejection. 2019.
    10.1007/978-3-319-94649-8_32
  4. Mota, D.; Martins, C.; Carneiro, J.; Martinho, D.; Conceição, L.; Almeida, A.; Praça, I.; Marreiros, G.. A MAS Architecture for a Project Scheduling Problem with Operation Dependant Setup Times. 2019.
    10.1007/978-3-319-94120-2_17
  5. Ramos, C.; Martinho, D.; Marreiros, G.; Villarrubia, G.; De Paz, J.F.; Corchado, J.M.; Ko, H.; Kim, H.-K.; Yoe, H.. Ekrucami architecture-applications in healthcare domain. 2017.
    10.3233/978-1-61499-804-4-140
  6. Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. Including credibility and expertise in group decision-making process: An approach designed for UbiGDSS. 2017.
    10.1007/978-3-319-56538-5_42
  7. Estrela, D.; Batista, S.; Martinho, D.; Marreiros, G.. A recommendation system for online courses. 2017.
    10.1007/978-3-319-56535-4_20
  8. Martinho, D.; Carneiro, J.; Marreiros, G.; Novais, P.. Defining an architecture for a ubiquitous group decision support system. 2017.
    10.1007/978-3-319-61118-1_30
  9. Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. Introducing dynamic argumentation to UbiGDSS. 2016.
    10.1007/978-3-319-40162-1_51
  10. Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. The effect of decision satisfaction prediction in argumentation-based negotiation. 2016.
    10.1007/978-3-319-39387-2_22
  11. Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. Defining agents’ behaviour for negotiation contexts. 2015.
    10.1007/978-3-319-23485-4_1
Book chapter
  1. Vítor Crista; Diogo Martinho; Goreti Marreiros. "A Multi-agent System Approach with Generative AI for Improved Elderly Daily Living". 2025.
    10.1007/978-3-031-73497-7_11
  2. Cristiana Rocha; Diogo Martinho; Luis Conceição; Paulo Novais; Goreti Marreiros. "Digital Mental Health Apps: Key Features and User Engagement for Better Wellness". 2025.
    10.1007/978-3-031-77731-8_39
  3. Vítor Crista; Diogo Martinho; Goreti Marreiros. "Design of a Proactive System to Promote Healthy Behaviors in the Elderly Population". 2025.
    10.1007/978-3-031-80946-0_21
  4. Diogo Martinho; Vítor Crista; Andreia Pinto; José Diniz; Alberto Freitas; João Carneiro; Goreti Marreiros. "An Architecture for a Coaching System to Support Type 2 Diabetic Patients". 2023.
    10.1007/978-3-031-22356-3_16
  5. Diogo Martinho; Vítor Crista; Ziya Karakaya; Zahra Gamechi; Alberto Freitas; José Neves; Paulo Novais; Goreti Marreiros. "Design and Development of Ontology for AI-Based Software Systems to Manage the Food Intake and Energy Consumption of Obesity, Diabetes and Tube Feeding Patients". 2023.
    10.1007/978-3-031-49008-8_3
  6. Andreia Pinto; Diogo Martinho; Ana Vieira; André Ramalho; Alberto Freitas. "Recommendation Systems in the Context of Diabetes Mellitus Type 2: A Bibliometric Analysis". 681-691. Springer International Publishing, 2022.
    10.1007/978-3-031-04826-5_67
  7. Vítor Crista; Diogo Martinho; Jorge Meira; João Carneiro; Juan Corchado; Goreti Marreiros. "A Hybrid Model to Classify Physical Activity Profiles". 2022.
    10.1007/978-3-031-18697-4_22
  8. Bruno Teixeira; Diogo Martinho; Paulo Novais; Juan Corchado; Goreti Marreiros. "Diabetic-Friendly Multi-agent Recommendation System for Restaurants Based on Social Media Sentiment Analysis and Multi-criteria Decision Making". 2022.
    10.1007/978-3-031-16474-3_30
  9. 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.
    Published • 10.4018/978-1-7998-8634-1.ch010
  10. Diogo Martinho; João Carneiro; José Neves; Paulo Novais; Juan Corchado; Goreti Marreiros. "A Reinforcement Learning Approach to Improve User Achievement of Health-Related Goals". 2021.
    10.1007/978-3-030-86230-5_21
  11. Diogo Martinho; Ana Vieira; João Carneiro; Constantino Martins; Ana Almeida; Goreti Marreiros. "A Definition of a Coaching Plan to Guide Patients with Chronic Obstructive Respiratory Diseases". 2020.
    10.1007/978-3-030-45697-9_6
  12. Diogo Martinho; João Carneiro; Paulo Novais; José Neves; Juan Corchado; Goreti Marreiros. "A Conceptual Approach to Enhance the Well-Being of Elderly People". 2019.
    10.1007/978-3-030-30244-3_5
  13. Diogo Martinho; João Carneiro; Asif Mohammed; Ana Vieira; Isabel Praça; Goreti Marreiros. "Defining a Collaborative Platform to Report Machine State". 267-279. Springer International Publishing, 2018.
    10.1007/978-3-319-77712-2_26
  14. Marreiros, G.; Craamer, P.; Garitano, I.; González, R.; Novak, M.G.; Kancilija, A.; Marcelis, Q.; et al. "From kpi dashboards to advanced visualization". 239-310. 2018.
  15. Socorro, R.; Aguirregabiria, M.; Akçay, A.; Albano, M.; Anasagasti, M.; Aranburu, A.; Barbieri, M.; et al. "Success stories on real pilots". 311-496. 2018.
  16. Carneiro, Joao; Conceicao, Luis; Martinho, Diogo; Marreiros, Goreti; Novais, Paulo; Novais, P; Konomi, S. "Intelligent Reports for Group Decision Support Systems". 4-13. 2016.
    10.3233/978-1-61499-690-3-4
  17. Martinho, Diogo; Carneiro, Joao; Marreiros, Goreti; Novais, Paulo; Preuveneers, D. "Dealing with Agents' Behaviour in the Decision-Making Process". 4-14. 2015.
    10.3233/978-1-61499-530-2-4
Conference paper
  1. Crista, Vítor; Martinho, Diogo; Marreiros, Goreti. Corresponding author: Crista, Vítor. "Chat4Elderly: A Multi-Agent System for Personalized Wellness Using Generative AI and Wearable Technology". Paper presented in AAMAS '25, Detroit, 2025.
    Published
  2. Pinto, Andreia; Viana, João; Martinho, Diogo; Crista, Vítor; Diniz, José; Reis, Joana; Matos, João; et al. "Improving the lifestyle behavior of type 2 diabetes mellitus patients using a mobile application". Paper presented in 27th IEEE Symposium on Computers and Communications (ISCC 2022), Rhodes Island, 2022.
  3. Conceição, L.; Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. "Generation of intelligent reports for ubiquitous group decision support systems". 2017.
    10.1109/GIIS.2016.7814948
  4. Ferreira, L.L.; Albano, M.; Silva, J.; Martinho, D.; Marreiros, G.; Di Orio, G.; Malo, P.; Ferreira, H.. "A pilot for proactive maintenance in industry 4.0". 2017.
    10.1109/WFCS.2017.7991952
  5. Carneiro, João; Martinho, Diogo; Marreiros, Goreti; Novais, Paulo. "Individual Definition of Multi-Criteria Problems in Ubiquitous GDSS". Paper presented in Ubiquitous Computing and Multimedia Applications, 2015.
    Published • 10.14257/astl.2015.97.17
Journal article
  1. Ana Margarida Pereira; Cristina Jácome; Tiago Jacinto; Rita Amaral; Mariana Pereira; Ana Sá-Sousa; Mariana Couto; et al. "Multidisciplinary Development and Initial Validation of a Clinical Knowledge Base on Chronic Respiratory Diseases for mHealth Decision Support Systems". Journal of Medical Internet Research (2023): https://doi.org/10.2196/45364.
    10.2196/45364
  2. Diogo Martinho; Vítor Crista; João Carneiro; Kenji Matsui; Juan Manuel Corchado; Goreti Marreiros. "Effects of a Gamified Agent-Based System for Personalized Elderly Care: Pilot Usability Study". JMIR Serious Games (2023): https://doi.org/10.2196/48063.
    10.2196/48063
  3. Andreia Pinto; Diogo Martinho; João Matos; David Greer; Ana Vieira; André Ramalho; Goreti Marreiros; Alberto Freitas. "Recommendation systems to promote behavior change in patients with diabetes mellitus type 2: A systematic review". Expert Systems with Applications (2023): https://doi.org/10.1016/j.eswa.2023.120726.
    10.1016/j.eswa.2023.120726
  4. Diogo Martinho; Vítor Crista; João Carneiro; Juan Manuel Corchado; Goreti Marreiros. "An Intelligent Coaching Prototype for Elderly Care". Electronics (2022): https://doi.org/10.3390/electronics11030460.
    10.3390/electronics11030460
  5. Diogo Martinho; Alberto Freitas; Ana Sá-Sousa; Ana Vieira; Jorge Meira; Constantino Martins; Goreti Marreiros. "A Hybrid Model to Classify Patients with Chronic Obstructive Respiratory Diseases". Journal of Medical Systems 45 3 (2021): https://doi.org/10.1007/s10916-020-01704-5.
    10.1007/s10916-020-01704-5
  6. Diogo Martinho; João Carneiro; Juan M. Corchado; Goreti Marreiros. "A systematic review of gamification techniques applied to elderly care". Artificial Intelligence Review 53 7 (2020): 4863-4901. https://doi.org/10.1007/s10462-020-09809-6.
    10.1007/s10462-020-09809-6
  7. Carneiro, J.; Martinho, D.; Alves, P.; Conceição, L.; Marreiros, G.; Novais, P.. "A multiple criteria decision analysis framework for dispersed group decision-making contexts". Applied Sciences (Switzerland) 10 13 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85087825820&partnerID=MN8TOARS.
    10.3390/app10134614
  8. João Carneiro; Diogo Martinho; Goreti Marreiros; Paulo Novais. "How cognitive and affective aspects can influence the outcome of the group decision-making process". Expert Systems (2019): e12257-e12257. https://doi.org/10.1111/exsy.12257.
    10.1111/exsy.12257
  9. 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.
    10.1002/cpe.5298
  10. Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. "Arguing with Behavior Influence: A Model for Web-Based Group Decision Support Systems". International Journal of Information Technology and Decision Making 18 2 (2019): 517-553. http://www.scopus.com/inward/record.url?eid=2-s2.0-85056890448&partnerID=MN8TOARS.
    10.1142/S0219622018500542
  11. Carneiro, J.; Martinho, D.; Marreiros, G.; Jimenez, A.; Novais, P.. "Dynamic argumentation in UbiGDSS". Knowledge and Information Systems 55 3 (2018): 633-669. http://www.scopus.com/inward/record.url?eid=2-s2.0-85027710012&partnerID=MN8TOARS.
    10.1007/s10115-017-1093-6
  12. Carneiro, J.; Saraiva, P.; Martinho, D.; Marreiros, G.; Novais, P.. "Representing decision-makers using styles of behavior: An approach designed for group decision support systems". Cognitive Systems Research 47 (2018): 109-132. http://www.scopus.com/inward/record.url?eid=2-s2.0-85033600440&partnerID=MN8TOARS.
    10.1016/j.cogsys.2017.09.002
  13. Carneiro, J.; Conceição, L.; Martinho, D.; Marreiros, G.; Novais, P.. "Including cognitive aspects in multiple criteria decision analysis". Annals of Operations Research 265 2 (2018): 269-291. http://www.scopus.com/inward/record.url?eid=2-s2.0-85006869248&partnerID=MN8TOARS.
    10.1007/s10479-016-2391-1
  14. Carneiro, J.; Martinho, D.; Conceicão, L.; Marreiros, G.; Novais, P.. "How the ability to analyse tendencies influences decision satisfaction". Inteligencia Artificial 20 59 (2017): 8-20. http://www.scopus.com/inward/record.url?eid=2-s2.0-85016049713&partnerID=MN8TOARS.
    10.4114/intartif.vol20iss59pp8-20
  15. Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. "Intelligent negotiation model for ubiquitous group decision scenarios". Frontiers of Information Technology and Electronic Engineering 17 4 (2016): 296-308. http://www.scopus.com/inward/record.url?eid=2-s2.0-84962787142&partnerID=MN8TOARS.
    10.1631/FITEE.1500344
  16. Moreira, José; Sousa, Hélio; Martinho, Diogo; Marreiros, Goreti; Ramos, Carlos; Haeng-Kon Kim; Yoe, Hyun; Corchado, Juan Manuel. "Management of irrigation through a Web-Based Intelligent Decision Support System". (2016): https://www.landbrugsinfo.dk/Afrapportering/KoncernDigital/2016/Filer/kd_16_5863_AP2_iot_b02_management_of_irrigation_paper.pdf.
    Published
  17. Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. "A general template to configure multi-criteria problems in Ubiquitous GDSS". International Journal of Software Engineering and its Applications 9 11 (2015): 193-206. http://www.scopus.com/inward/record.url?eid=2-s2.0-84949494546&partnerID=MN8TOARS.
    10.14257/ijseia.2015.9.11.18
Preprint
  1. Diogo Martinho; Vítor Crista; João Carneiro; Kenji Matsui; Juan Manuel Corchado; Goreti Marreiros. "Effects of a Gamified Agent-Based System for Personalized Elderly Care: Pilot Usability Study (Preprint)". 2023. https://doi.org/10.2196/preprints.48063.
    10.2196/preprints.48063
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2024 Invited talk "AI in Healthcare"
Unidade Saúde Pública ULS Paranhos (Porto, Portugal)
2024 Invited Talk "AI in Education"
Escola Básica e Secundária à Beira Douro (Porto, Portugal)
2024 Invited Talk "O Futuro da Educação: Como é que a Inteligência Artificial Generativa irá Transformar a Forma como Aprendemos?"
Universidade de Trás-os-Montes e Alto Douro (Porto, Portugal)
2023 Invited Talk "Sistemas de apoio à decisão aplicados à saúde, Casos práticos." QTDEI
Instituto Superior de Engenharia do Porto (Porto, Portugal)
2023 Invited Talk "Improving personalized elderly care - An approach using cognitive agents to better assist elderly people." Advanced Topics in Health Informatics
Faculty of Medicine of Porto (Porto, Portugal)
2023 Invited Talk "Improving Personalized Elderly Care."
IEEE-Computational Intelligence Society
2022/09 A Review on Supervised Learning Methodologies for Detecting Eating Habits of Diabetic Patients EPIA 2022 - 21st EPIA Conference on Artificial Intelligence
(Lisbon, Portugal)
2022/07 An Architecture for a Coaching System to Support Type 2 Diabetic Patients ISAMI 2022 - Ambient Intelligence—Software and Applications—13th International Symposium on Ambient Intelligence
(L'Aquilla, Italy)
2022 Invited Talk - "Improving Personalized Elderly Care - An Approach Using Cognitive Agents to Better Assist Elderly People"
Consortium on Applied Research and Professional Education
2021/09 A reinforcement learning approach to improve user achievement of health-related goals EPIA 2021 - 20th EPIA Conference on Artificial Intelligence

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2024 - Current Title to be decided
Co-supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024 - 2024 Desenvolvimento do Web Portal de gestão dos stocks
Supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024 - 2024 Refinamento do Sistema Motio StepWatch: Desenvolvimento da Funcionalidade de Comparação de Relatórios de Atividade em Utilizadores Protéticos
Supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024 - 2024 Desenvolvimento ERP: Front-End (Angular) e Back-end (NodeJS)
Supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024 - 2024 Co-Editing Sync: Enhancing Collaborative Capabilities
Supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024 - 2024 The Impact of Digital Mental Health Apps:¿ Key Features and User Engagement¿
Co-supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023 - 2023 B2C - Credit & Counterparty Risk
Supervisor
 LEI - PESTI (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023 - 2023 Plataforma de Gestão de Requisições de Equipamento
Supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/11 - 2022/11 Development of a Nutritional and Physical Activity Plan Recommendation System for Patients with Type 2 diabetes
Co-supervisor
 Engenharia Biomédica (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/10 - 2022/11 Reconhecimento e recomendação deteção de hábitos alimentares de pacientes diabéticos do tipo 2
Co-supervisor
 Engenharia Biomédica (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/09/09 - 2022/10 Diabetic-Friendly Multi-Agent Recommendation System for Restaurants based on Social Media Sentiment Analysis and Multi-Criteria Decision Making
Co-supervisor
 Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/09 - 2022/10 Visão computacional para deteção de hábitos alimentares
Co-supervisor
 Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2021 Aplicação de Registo Nutricional
Co-supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2021 Desenvolvimento de uma aplicação gamificada para suporte de utilizadores idosos
Co-supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2021 Desenvolvimento de uma aplicação gamificada para suporte de utilizadores idosos
Co-supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/10 - 2020/11 Mobile Application for register of nutrition and physical activity for patients with type 2 diabetes mellitus
Co-supervisor
 Engenharia de Computação e Instrumentação Médica (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/10 - 2020/11 Nutritional Recommender System for Patients with Type 2 Diabetes Mellitus
Co-supervisor
 Engenharia de Computação e Instrumentação Médica (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 - 2020 Evolução de aplicações J2EE para JPA
Co-supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018/09 - 2019/09 Desenvolvimento de um Sistema para Suporte Individualizado Inteligente a Pacientes com Doença Respiratória Obstrutiva Crónica
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019 - 2019 Desenvolvimento de um Sistema Multi-Agente para a Tomada de Decisão Colaborativa
Co-supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2017 - 2017 Gestão de Manutenção
Co-supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2016 - 2016 Rule Based System For Predictive Maintenance Support
Co-supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2024/06/26 - 2024/06/28 Organizing Committee of the Special Session on Artificial Intelligence trends in Health & Care (AItHeC) in DCAI 2024 - 21st International Conference on Distributed Computing and Artificial Intelligence, Salamanca, Spain (2024/06/26 - 2024/06/28)
Conference (Member of the Organising Committee)

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2024 Data Analysis - Data Engineer - Desenvolvimento solução BI
(Thesis) Main arguer
 José Silva (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024 Using Serious Games to Predict the Orderliness Personality Trait in Recommender Systems
(Thesis) Main arguer
 Tomás Martins (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024 Lifelong Predictive Maintenance for Railway Fault Diagnosis
President of the jury
 Diogo Risca (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024 Projeto VUE.js GeodesiaHome 
(Thesis) Main arguer
 João Santos (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024 Plataforma de gestão hospitalar baseada em padrões abertos
(Thesis) Main arguer
 Gabriel Baptista Bizarro (Master)
Universidade do Minho, Portugal
2024 Aprendizagem baseada em jogos como ferramenta para melhorar a motivação dos alunos em contextos de ensino superior
(Thesis) Main arguer
 José Filipe Mota Ferreira (Master)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2024 Exploring Green AI: A Comparative Study of Machine Learning Models
(Thesis) Main arguer
 Pedro Pereira (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024 Estratégias de Aprendizagem por Reforço para Configuração Dinâmica de Meta-heurísticas
(Thesis) Main arguer
 Vítor José Henriques Oliveira (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024 Geração de relatórios a partir da análise de avaliações de unidades hoteleiras
(Thesis) Main arguer
 Isadora Pereira (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023 Physician Availability In Pediatric Emergency Services
(Thesis) Arguer
 Gonçalo Ferreira Fernandes (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023 Exploring Image Processing Adversarial Attacks for Two-Factor Authentication
(Thesis) Main arguer
 Manuela De Araújo Leite (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Conference scientific committee

Conference name Conference host
2024/09/03 - 2024/09/06 EPIA 2024 - Portuguese Conference in AI
2023/07/12 - 2023/07/14 PAAMS'23 - 21th International Conference on Practical Applications of Agents and Multi-Agent Systems
2022/07/13 - 2022/07/15 PAAMS'22 - 20th International Conference on Practical Applications of Agents and Multi-Agent Systems
2021/10/06 - 2021/10/08 PAAMS'21 - 19th International Conference on Practical Applications of Agents and Multi-Agent Systems

Journal scientific committee

Journal title (ISSN) Publisher
2021/12 - Current Advances in Distributed Computing and Artificial Intelligence Journal (2255-2863)
Distinctions

Award

2024 Programa De Apoio À Publicação Em Revistas Científicas De Elevada Qualidade - PAPRE2024
Instituto Politécnico do Porto, Portugal
2024 Programa De Apoio À Publicação Em Revistas Científicas De Elevada Qualidade - PAPRE2024
Instituto Politécnico do Porto, Portugal
2022 Best Paper Award
2015 Scientific Excellence Award
2014 Bolsa de Mérito - Média das classificações das unidades curriculares
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal