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João Balsa completed his PhD in Informatics in 2004, at the University of Lisbon and has been, since then, Assistant Professor in the Department of Informatics at the Faculty of Sciences of that University. He was responsible for several courses of Artificial Intelligence, both in undergraduate and graduate courses, having also taught and responsible for courses in the area of programming (imperative, object-oriented, functional, and logic). He has carried out research mainly in the area of Intelligent Agents (modeling of multi-agent systems and simulation based on agents), but also in natural language processing and intelligent virtual assistants. He was a member of the board of the Portuguese and Ibero-American Associations of Artificial Intelligence and since 2008 has been a member of the Steering Committee on the topic MASTA (MultiAgent Systems - Theory and Applications) of the Portuguese Conference on Artificial Intelligence. Former member of the research units LabMAg and BioISI, and current member of Lasige.
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Identification

Personal identification

Full name
João Carlos Balsa da Silva

Citation names

  • Balsa, João
  • Balsa da Silva, João

Author identifiers

Ciência ID
0016-C7A7-2778
ORCID iD
0000-0001-8896-8152

Email addresses

  • jbalsa@ciencias.ulisboa.pt (Professional)
  • jbalsa@di.fc.ul.pt (Professional)
  • jcsilva@fc.ul.pt (Professional)
  • jbalsa@campus.ul.pt (Professional)

Telephones

Fax
  • 217500084 (Professional)
Telephone
  • 217500508 (Professional)

Addresses

  • Dep. Informática, Fac. Ciências de Lisboa da Univ. Lisboa, Ed. C6, Piso 3, Campo Grande, 1749-016, Lisboa, Lisboa, Portugal (Professional)

Websites

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics
Education
Degree Classification
2004/03/31
Concluded
 Informática (Doutoramento)
Universidade de Lisboa Faculdade de Ciências, Portugal
"Uma Arquitectura Multiagente para um Sistema de Processamento de Línguas Naturais Robusto e Evolutivo" (THESIS/DISSERTATION)
 Aprovado por Unanimidade com Distinção e Louvor
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2004/04/01 - Current Assistant Professor (University Teacher) Universidade de Lisboa Faculdade de Ciências, Portugal
2002 - 2004 Invited Assistant (University Teacher) Universidade de Lisboa Faculdade de Ciências, Portugal
1994 - 2002 Assistant (University Teacher) Universidade de Lisboa Faculdade de Ciências, Portugal
1990 - 1994 Trainee Assistant (University Teacher) Universidade de Lisboa Faculdade de Ciências, Portugal

Others

Category
Host institution 		Employer
1988/10/01 - 1989/10/02 Bolseiro de Investigação LNEC - Laboratório Nacional de engenharia Civil, Portugal
Projects

Contract

Designation Funders
2018/01/01 - Current VASelfCare - Assistente virtual para facilitar o auto-cuidado de pessoas mais velhas com diabetes tipo 2
LISBOA-01-0145-FEDER-024250, 02/SAICT/2016
Researcher
Universidade de Lisboa Faculdade de Ciências, Portugal
Ongoing
2023/03/09 - 2026/03/08 Ensaio aleatorizado controlado e avaliação económica de uma intervenção digital centrada na pessoa para prevenção da diabetes em adultos de alto risco
2022.02969.PTDC
Egas Moniz - Cooperativa de Ensino Superior Crl, Portugal

Universidade Nova de Lisboa, Portugal

FCiênciasID Associação para a Investigação e Desenvolvimento de Ciências, Portugal

Universidade de Lisboa Faculdade de Motricidade Humana, Portugal

Escola Superior de Enfermagem de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2016/10 - 2018/12 Tutoria Virtual - o tutor virtual artefacto mediador da aprendizagem no ensino superior online
PTDC/IVC-PEC/3963/2014
Researcher
Concluded
2011/01/01 - 2013/12/31 Projecto Estratégico - UI 434 - 2011-2012
PEst-OE/EEI/UI0434/2011
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2011/02/01 - 2013/01/31 METANET4U – Enhancing the European Linguistic Infrastructure
270893
Researcher
Universidade de Lisboa Faculdade de Ciências, Portugal
 European Commission
Concluded
2010/10/01 - 2012/09/30 PREVER - SISTEMA DE PREVISÃO E SIMULAÇÃO DA EVOLUÇÃO DE FORÇAS DE TRABALHO MÓVEIS
QREN - SI I&DT Co-promoção-Projeto n.º 13776 AdI
Researcher
Universidade de Lisboa Faculdade de Ciências, Portugal
Concluded
2010/08/20 - 2012/08/19 INTELLIPave - UMA APLICAÇÃO DE TÉCNICAS DE INTELIGÊNCIA EVOLUCIONÁRIA À MODELAGEM DE PAVIMENTOS ASFÁLTICOS
UTAustin/CA/0012/2008
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal

Universidade de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Book chapter
  1. Balsa, João; Neves, Luís; Carmo, Maria Beatriz; Cláudio, Ana Paula. "Question & Answering Interface to Improve the Students’ Experience in an E-learning Course with a Virtual Tutor". In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 45-54. Springer International Publishing, 2020.
    10.1007/978-3-030-40180-1_5
  2. Mara Pereira Guerreiro; Isa Brito Félix; João Balsa; Maria Beatriz Carmo; Maria Adriana Henriques; Afonso Cavaco; Ana Paula Cláudio. "Contribution of an Intelligent Virtual Assistant to Healthy Ageing in Adults With Type 2 Diabetes". 194-230. {IGI, 2020.
    10.4018/978-1-7998-1937-0.ch012
  3. João Balsa; Pedro Neves; Isa Félix; Mara Pereira Guerreiro; Pedro Alves; Maria Beatriz Carmo; Diogo Marques; et al. "Intelligent Virtual Assistant for Promoting Behaviour Change in Older People with T2D". 2019.
    10.1007/978-3-030-30241-2_32
  4. Buinhas, Susana; Cláudio, Ana Paula; Carmo, Maria Beatriz; Balsa, João; Cavaco, Afonso; Mendes, Anabela; Félix, Isa; Pimenta, Nuno; Guerreiro, Mara Pereira. "Virtual Assistant to Improve Self-care of Older People with Type 2 Diabetes: First Prototype". In Communications in Computer and Information Science, 236-248. Springer International Publishing, 2019.
    10.1007/978-3-030-16028-9_21
  5. Ana Marisa Salgueiro; Catarina Bilé Alves; João Balsa. "Querying an Ontology Using Natural Language". 164-169. Springer International Publishing, 2018.
    10.1007/978-3-319-99722-3_17
  6. J. Gabriel Pereira Lopes; Rocio, Vitor; Balsa da Silva, João. "Superando a incompletude da informação lexical". In Linguística Computacional: Investigação Fundamental e Aplicações. Lisboa, Portugal: Edições Colibri, 1999.
    Published
Conference abstract
  1. Félix, Isa Brito; Henriques, Adriana; Cavaco, Afonso Miguel das Neves; Mendes, Anabela; Cláudio, A. P.; Jesus, Beatriz; Costa e Silva, Isabel; et al. "Elders with type 2 diabetes and health professionals¿ perspectives on the pre-requisites of a virtual assistant prototype to support self-care". Paper presented in EANS Summer Conference, 2019.
    Published • 10.1186/s12912-019-0370-y
  2. Félix, Isa Brito; Camolas, José; Adriana Henriques; Cavaco, Afonso Miguel das Neves; Guerreiro, Ana; Anabela Mendes; Cláudio, A. P; et al. "Implementing behaviour change techniques for healthy eating in a virtual assistant prototype to support self-care in older people with type 2 diabetes". Paper presented in EANS Summer Conference, 2019.
    Published • 10.1186/s12912-019-0370-y
Conference paper
  1. Bastos, Maria Inês; Cláudio, Ana Paula Boler; Félix, Isa Brito; Guerreiro, Mara Pereira; Carmo, Maria Beatriz; Balsa, João. Corresponding author: Balsa, João. "Operationalizing Behavior Change Techniques in Conversational Agents". Paper presented in 14th International Conference on Agents and Artificial Intelligence (ICAART 2022), 2022.
    Published • 10.5220/0010826800003116
  2. Magyar, Gergely; Balsa, João; Cláudio, Ana Paula; Carmo, Maria; Neves, Pedro; Alves, Pedro; Félix, Isa; Pimenta, Nuno; Guerreiro, Mara. "Anthropomorphic Virtual Assistant to Support Self-care of Type 2 Diabetes in Older People: A Perspective on the Role of Artificial Intelligence". Paper presented in 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2019), Praga, 2019.
    Published • 10.5220/0007572403230331
  3. Alexandre, C; Balsa, J. "Integrating Client Profiling in an Anti-Money Laundering Multi-Agent Based System". 2016.
    10.1007/978-3-319-31232-3_88
  4. Antunes, L; Balsa, J; Urbano, P; Coelho, H. "Exploring Context Permeability in Multiple Social Networks". 2010.
    10.1007/978-4-431-99781-8_6
  5. Antunes, L; Coelho, H; Balsa, J; Respicio, A. "e*plore v.0: Principia for strategic exploration of social simulation experiments design space". 2007.
    10.1007/978-4-431-73167-2_27
  6. Balsa, João. "Autonomous inspectors in tax compliance simulation". Paper presented in 18th European Meeting on Cybernetics and Systems Research, Vienna, 2006.
    Published
  7. Balsa, J; Moniz, L; Reis, LP. "MASTA'05: 3(rd) Workshop on Multi-Agent Systems - Theory and applications". 2005.
    10.1109/epia.2005.341229
  8. Balsa, J. "A hierarchical multi-agent system for natural language diagnosis". 1998.
Conference poster
  1. Félix, Isa Brito; Guerreiro, Mara Pereira; Mendes, Anabela; Costa e Silva, Isabel; Cláudio, Ana Paula; Balsa, João; Carmo, Maria Beatriz; et al. "Developing a virtual assistant to improve adherence to oral antidiabetics in older people using the Behaviour Change Wheel". Paper presented in 22nd conference of the European Society for Patient Adherence, Compliance and Persistence Conference, 2018.
  2. Cláudio, Ana Paula; Carmo, Maria Beatriz; Balsa da Silva, João; Bilé Alves, Catarina; Costa, Ricardo; Marcos, Adérito; Carvalho, Elizabeth Simão; et al. "Empathic Mediators for Distance Learning Courses". Paper presented in 1st International Conference on Graphics and Interaction - ICGI 2018, 2018.
  3. Pimenta, Nuno; Henriques, Adriana; Cavaco, Afonso; Cláudio, Ana Paula; Mendes, Anabela; Félix, Isa Brito; Costa e Silva, Isabel; et al. "Development of a virtual assistant to promote physical activity in older people with type 2 diabetes". Paper presented in International Conference NOVAsaúde Ageing, 2018.
  4. Mara Pereira Guerreiro; Maria Adriana Henriques; Isabel Costa e Silva; Anabela Mendes; Ana Paula B. Cláudio; Maria Beatriz Carmo; Balsa, João; et al. "Virtual assistant to facilitate self-care of older people with type 2 diabetes: preliminary study protocol". Paper presented in 4th IPLeiria’s International Health Congress, 2018.
    10.1186/s12913-018-3444-8
Journal article
  1. Alexandre, Claudio Reginaldo; Balsa, João. "Incorporating machine learning and a risk-based strategy in an anti-money laundering multiagent system". Expert Systems with Applications 217 (2023): 119500. http://dx.doi.org/10.1016/j.eswa.2023.119500.
    Published • 10.1016/j.eswa.2023.119500
  2. Mara Pereira Guerreiro; Leonardo Angelini; Helga Rafael Henriques; Mira El Kamali; Cristina Baixinho; João Balsa; Isa Brito Félix; et al. "Conversational Agents for Health and Well-being Across the Life Course: Protocol for an Evidence Map". JMIR Research Protocols (2021): https://doi.org/10.2196/26680.
    10.2196/26680
  3. João Balsa; Isa Félix; Ana Paula Cláudio; Maria Beatriz Carmo; Isabel Costa e Silva; Ana Guerreiro; Maria Guedes; Adriana Henriques; Mara Pereira Guerreiro. "Usability of an Intelligent Virtual Assistant for Promoting Behavior Change and Self-Care in Older People with Type 2 Diabetes". Journal of Medical Systems 44 7 (2020): https://doi.org/10.1007/s10916-020-01583-w.
    10.1007/s10916-020-01583-w
  4. Félix, Isa Brito; Guerreiro, Mara Pereira; Cavaco, Afonso; Cláudio, Ana Paula; Mendes, Anabela; Balsa, João; Carmo, Maria Beatriz; Pimenta, Nuno; Henriques, Adriana. "Development of a Complex Intervention to Improve Adherence to Antidiabetic Medication in Older People Using an Anthropomorphic Virtual Assistant Software". Frontiers in Pharmacology 10 (2019): http://dx.doi.org/10.3389/fphar.2019.00680.
    10.3389/fphar.2019.00680
  5. Mendes, Anabela; Costa e Silva, Isabel; Henriques, Adriana; Cláudio, Ana Paula; Balsa, João; Carmo, Maria Beatriz; Buinhas, Susana; et al. "Involving undergraduate nursing students in a multidisciplinary research project: strategy for implementation, first results and future perspectives". Annals of Medicine 51 sup1 (2019): 205-205. http://dx.doi.org/10.1080/07853890.2018.1560165.
    10.1080/07853890.2018.1560165
  6. Alexandre,Claudio; Balsa,João. "Um Sistema Multiagente no Combate ao Branqueamento de Capitais". (2017): http://www.scielo.mec.pt/scielo.php?script=sci_arttext&pid=S1646-98952017000500002.
  7. Dimuro, G.P.; Adamatti, D.F.; Coelho, H.; Sichman, J.S.; Balsa, J.; Tedesco, P.; Da Rocha Costa, A.C.. "Proceedings - 2012 Brazilian Workshop on Social Simulation: Advances in Social Simulation II, BWSS 2012: Preface". Proceedings - 2012 Brazilian Workshop on Social Simulation: Advances in Social Simulation II, BWSS 2012 (2012): http://www.scopus.com/inward/record.url?eid=2-s2.0-84874709754&partnerID=MN8TOARS.
    10.1109/BWSS.2012.5
  8. Urbano, P.; Balsa, J.; Ferreira, P.; Baptista, J.. "The importance of ties in the efficiency of convention emergence". ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence 2 (2011): 321-329. http://www.scopus.com/inward/record.url?eid=2-s2.0-79960141962&partnerID=MN8TOARS.
  9. Dimuro, G.P.; Da Rocha Costa, A.C.; Sichman, J.S.; Tedesco, P.; Adamatti, D.F.; Balsa, J.; Antunes, L.. "Preface". Advances in Social Simulation: 2010 2nd Brazilian Workshop on Social Simulation, BWSS 2010 - Co-located with Joint Conference SBIA/SBRN/JRI 2010 (2011): http://www.scopus.com/inward/record.url?eid=2-s2.0-80054946942&partnerID=MN8TOARS.
    10.1109/BWSS.2010.5
  10. Balsa, J.; Antunes, L.; Coelho, H.; Moniz, L.. "Rehearsing policies for GHGs emission control". Advances in Social Simulation: 2010 2nd Brazilian Workshop on Social Simulation, BWSS 2010 - Co-located with Joint Conference SBIA/SBRN/JRI 2010 (2011): 127-130. http://www.scopus.com/inward/record.url?eid=2-s2.0-80054904268&partnerID=MN8TOARS.
    10.1109/BWSS.2010.28
  11. Urbano, P.; Balsa, J.; Ferreira Jr., P.; Antunes, L.. "How much should agents remember? the role of memory size on convention emergence efficiency". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5816 LNAI (2009): 508-519. http://www.scopus.com/inward/record.url?eid=2-s2.0-71049194883&partnerID=MN8TOARS.
    10.1007/978-3-642-04686-5_42
  12. Urbano, P.; Balsa, J.; Antunes, L.; Moniz, L.. "Force versus majority: A comparison in convention emergence efficiency". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5428 (2009): 48-63. http://www.scopus.com/inward/record.url?eid=2-s2.0-67049159685&partnerID=MN8TOARS.
    10.1007/978-3-642-00443-8_4
  13. Urbano, P.; Balsa, J.; Antunes, L.; Moniz, L.. "Efficiency of the emergence of consensus in complex networks - Assessing force influence". Inteligencia Artificial 13 42 (2009): 56-62. http://www.scopus.com/inward/record.url?eid=2-s2.0-68249136638&partnerID=MN8TOARS.
    10.4114/ia.v13i42.1046
  14. Antunes, L.; Nunes, D.; Coelho, H.; Balsa, J.; Urbano, P.. "Context switching versus context permeability in multiple social networks". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5816 LNAI (2009): 547-559. http://www.scopus.com/inward/record.url?eid=2-s2.0-71049161285&partnerID=MN8TOARS.
    10.1007/978-3-642-04686-5_45
  15. Urbano, P.; Balsa, J.; Antunes, L.; Moniz, L.. "Force versus majority: A comparison in convention emergence efficiency". AAAI Workshop - Technical Report WS-08-03 (2008): 69-76. http://www.scopus.com/inward/record.url?eid=2-s2.0-66149175583&partnerID=MN8TOARS.
  16. Antunes, L.; Balsa, J.; Coelho, H.. "Agents that collude to evade taxes". Proceedings of the International Conference on Autonomous Agents (2007): 1263-1265. http://www.scopus.com/inward/record.url?eid=2-s2.0-60349090438&partnerID=MN8TOARS.
    10.1145/1329125.1329381
  17. Antunes, L.; Balsa, J.; Coelho, H.. "Tax compliance through MABS: The case of indirect taxes". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4874 LNAI (2007): 605-617. http://www.scopus.com/inward/record.url?eid=2-s2.0-38348998629&partnerID=MN8TOARS.
  18. Antunes, L.; Balsa, J.; Respício, A.; Coelho, H.. "Tactical exploration of tax compliance decisions in multi-agent based simulation". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4442 LNAI (2007): 80-95. http://www.scopus.com/inward/record.url?eid=2-s2.0-37249080362&partnerID=MN8TOARS.
  19. Antunes, L.; Balsa, J.; Urbano, P.; Moniz, L.; Roseta-Palma, C.. "Tax compliance in a simulated heterogeneous multi-agent society". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3891 LNAI (2006): 147-161. http://www.scopus.com/inward/record.url?eid=2-s2.0-33745603718&partnerID=MN8TOARS.
    10.1007/11734680_11
  20. Antunes, L.; Coelho, H.; Balsa, J.. "E*plore-ing the simulation design space". CEUR Workshop Proceedings 223 (2006): http://www.scopus.com/inward/record.url?eid=2-s2.0-84884778545&partnerID=MN8TOARS.
  21. Balsa, J.; Moniz, L.; Reis, L.P.. "Lecture Notes in Artificial Intelligence: Introduction". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3808 LNCS (2005): http://www.scopus.com/inward/record.url?eid=2-s2.0-33744805777&partnerID=MN8TOARS.
    10.1007/11595014_48
  22. Balsa, J; Moniz, L; Reis, LP. "General Artificial Intelligence (GAIW 2005) - Introduction". PROGRESS IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS (2005):
  23. Balsa, J; Lopes, G. "A distributed approach for a robust and evolving NLP system". NATURAL LANGUAGE PROCESSING-NLP 2000, PROCEEDINGS (2000):
  24. Lopes, J.G.P.; Balsa, J.. "Overcoming incomplete information in NLP systems - Verb subcategorization". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 1480 LNAI (1998): 331-340. http://www.scopus.com/inward/record.url?eid=2-s2.0-84867798809&partnerID=MN8TOARS.
Thesis / Dissertation
  1. Balsa, João. "Uma Arquitectura Multiagente para um Sistema de Processamento de Línguas Naturais Robusto e Evolutivo". PhD, 2004. http://hdl.handle.net/10451/14288.

Other

Other output
  1. Conversational Agents for Health and Well-being Across the Life Course: Protocol for an Evidence Map (Preprint). 2020. Mara Pereira Guerreiro; Leonardo Angelini; Helga Rafael Henriques; Mira El Kamali; Cristina Baixinho; João Balsa; Isa Brito Félix; et al. https://doi.org/10.2196/preprints.26680.
    10.2196/preprints.26680
  2. Special issue: Engineering agents in the ambient (vol 28, pg 1, 2015). 2015. Fuentes Fernandez, R; Balsa, J.
    10.3233/ifs-151618
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2015/10 - Current Utilização de Agentes Inteligentes na Prevenção e Combate ao Crime de Branqueamento de Capitais
Supervisor
 Informática (PhD)
Universidade de Lisboa Faculdade de Ciências, Portugal
2019 - 2019 Project Based Learning e Robótica Educativa
Co-supervisor
 Ensino de Informática (Master)
Universidade de Lisboa Instituto da Educação, Portugal
2019 - 2019 VASELFCARE - Componente de diálogo inteligente
Co-supervisor
 Engenharia Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2018 - 2018 Solução Datawarehouse e Reporting Corporativo para o Setor Bancário
Supervisor
 Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2017 - 2017 Desenvolvimento de aplicação móvel e serviços de suporte
Supervisor
 Engenharia Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2017 - 2017 Gestão integrada de cobranças e dívida
Supervisor
 Engenharia Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2013 - 2013 Sistema de informação para prescrição e agendamento de meios complementares de diagnóstico e terapêutica
Co-supervisor
 Engenharia Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal
2013 - 2013 Ferramenta de business analytics para um sistema de atendimento
Co-supervisor
 Informática (Master)
Universidade de Lisboa Faculdade de Ciências, Portugal

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2016/07/20 Methodologies and Tools for Creating Competitive Poker Playing Agents
(Thesis) Arguer
 Luís Filipe Guimarães Teofilo (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2014/12/03 Clinical practice knowledge acquisition and interrogation using natural language
Thesis Member
 David José Murteira Mendes (PhD)
Universidade de Évora, Portugal
2010/12/06 Intelligent Simulation of Coastal Ecosystems
(Thesis) Arguer
 António Manuel Correia Pereira (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal

Conference scientific committee

Conference name Conference host
2005 - Current EPIA - Portuguese Conference on Artificial Intelligence

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2018 - Current Artificial Intelligence Ciência Cognitiva (Mestrado) Universidade de Lisboa Faculdade de Ciências, Portugal
2014 - 2019 Intelligent Systems Tecnologias de Informação (Licenciatura) Universidade de Lisboa Faculdade de Ciências, Portugal

Journal scientific committee

Journal title (ISSN) Publisher
2019 - Current RISTI - Revista Ibérica de Sistemas e Tecnologias de Informação (1646-9895) AISTI