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Identification

Personal identification

Full name
Ana Paula Cunha da Rocha

Citation names

  • Rocha, Ana Paula

Author identifiers

Ciência ID
A610-C5DE-FEED
ORCID iD
0000-0002-8129-9758
Education
Degree Classification
2023/07
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Node embedding and machine learning towards road network feature prediction" (THESIS/DISSERTATION)
2023/07
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Empirical Evaluation of Prediction Models of People Density" (THESIS/DISSERTATION)
2023/02
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"DynamiCITY Sim: simulation-based network assignment for sustainable cities" (THESIS/DISSERTATION)
2022/07
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Inferring User Preferences by Analyzing their Behavior on Streaming Platforms Using Inverse Reinforcement Learning" (THESIS/DISSERTATION)
2022/07
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Replanning Flight Schedules Using Quantum Computing" (THESIS/DISSERTATION)
2022/07
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Empirical Evaluation of Prediction Models for Smart City Applications" (THESIS/DISSERTATION)
2022/03
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Classifying galaxy morphology on cluster galaxies using machine learning" (THESIS/DISSERTATION)
2022/03
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Sales Forecasting for SaaS" (THESIS/DISSERTATION)
2021/07
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Recommender System with Explanations" (THESIS/DISSERTATION)
2021/07
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Quantum Reinforcement Learning applied to Games" (THESIS/DISSERTATION)
2020/07
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Group Recommender System for Tourism" (THESIS/DISSERTATION)
2020/02
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Knowledge Graph-Based Recipe Recommendation System" (THESIS/DISSERTATION)
2020/02
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Deep learning approaches to sales forecasting of retail healthcare and wellness products" (THESIS/DISSERTATION)
2020/02
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Predictive Analysis of Flight Times" (THESIS/DISSERTATION)
2019/07
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Industry 4.0 - Shop-Floor Negotiation" (THESIS/DISSERTATION)
2019/07
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Automatic Group Formation" (THESIS/DISSERTATION)
2019/07
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Recomendação de conteúdos multimédia em ambientes de entretenimento interativo" (THESIS/DISSERTATION)
2018/07
Concluded
Engenharia Informática e Computação (Mestrado)
Major in Sem especialização
Universidade do Porto Faculdade de Engenharia, Portugal
"Uso de argumentação em negociação automática" (THESIS/DISSERTATION)
2002
Concluded
Engenharia Electrotécnica e de Computadores (Doutoramento)
Universidade do Porto Faculdade de Engenharia, Portugal
"Metodologias de Negociação em Sistemas Multi-Agentes para Empresas Virtuais" (THESIS/DISSERTATION)
Aprovado por unanimidade
1994
Concluded
Engenharia Electrotécnica e de Computadores - Espec. em Informática Industrial (Mestrado)
Universidade do Porto Faculdade de Engenharia, Portugal
"Cooperação entre Agentes Cognitivos: Negociação e Resolução de Conflitos" (THESIS/DISSERTATION)
Aprovado com Muito Bom
1990
Concluded
Enhgenharia Eletrotécnica e de Computadores (Licenciatura)
Universidade do Porto Faculdade de Engenharia, Portugal
16
Affiliation

Teaching in Higher Education

Category
Host institution
Employer
2020/07 - Current Associate Professor (University Teacher) Universidade do Porto Faculdade de Engenharia, Portugal
2002/02 - 2020/07 Assistant Professor (University Teacher) Universidade do Porto Faculdade de Engenharia, Portugal
1994/07 - 2002/02 Assistant (University Teacher) Universidade do Porto Faculdade de Engenharia, Portugal
Projects

Contract

Designation Funders
2017/02/07 - 2020/12 2. C-Roads Portugal
2016-PT-TM-0259-S
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Ongoing

Other

Designation Funders
2021/03/01 - 2023/06/30 IBPS - Intelligent Batch Processing System
POCI-01-0247-FEDER-069998
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Agência Nacional de Inovação SA
Concluded
2021/03/01 - 2023/06/30 DynamiCITY: Fostering Dynamic Adaptation of Smart Cities to Cope with Crises and Disruptions
NORTE-01-0145-FEDER-000073
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Comissao de Coordenacao e Desenvolvimento Regional do Norte
Concluded
2020/07/01 - 2023/06/30 City Catalyst - Catalisador para cidades sustentáveis
POCI-01-0247-FEDER-046119
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Agência Nacional de Inovação SA
Concluded
2019/09/01 - 2023/02/28 IntellWheels2.0 – Cadeira de Rodas Inteligente com Interface Multimodal Flexível e Simulador Realista
POCI-01-0247-FEDER-39898
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Agência Nacional de Inovação SA
Ongoing
2018/01/01 - 2021/09/30 DARGMINTS - Análise de Discurso e Prospeção de Argumentos a partir de Fontes Textuais
POCI-01-0145-FEDER-031460
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2018/09/03 - 2020/10/02 IA.SAE - Inteligência Artificial na Segurança Alimentar e Económica
IA.SAE
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Fundação para a Ciência e a Tecnologia
2016/01/01 - 2019/06/30 QVida+: Estimação Contínua de Qualidade de Vida para Auxílio Eficaz à Decisão Clínica
NORTE-01-0247-FEDER-003446
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Agência Nacional de Inovação SA
Concluded
2011/06/01 - 2014/12/31 SINTELNET - European Network for Social Intelligenc
286370
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Concluded
2010/05/01 - 2012/10/31 Confiança e Reputação na Negociação de Contratos Electrónicos por Agentes em Ambientes Normativos Adaptáve
PTDC/EIA-EIA/104420/2008
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2010/07/01 - 2012/10/30 INTELLWHEELS - Cadeira de Rodas Inteligente com Interface Multimodal Flexível
RIPD/ADA/109636/2009
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2008 - 2012 Agreement Technologies
COST Action IC0801
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Concluded
2005/05/28 - 2007/05/27 Instituição Electrónica incluindo Contratação Automática para Organizações Virtuais
POSC/EIA/57672/2004
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2003/10/01 - 2004/09/30 LEMAS - Aprendizagem em Sistemas Multi-Agente na Liga de Robôs com Pernas do RoboCup
POSI/ROBO/43926/2002
Researcher
Universidade do Porto Faculdade de Engenharia, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Book
  1. Rocha, AP; Steels, L; van den Herik, J. Agents and Artificial Intelligence. 2022.
    10.1007/978-3-031-10161-8
  2. Rocha, AP; Steels, L; van den Herik, J. Agents and Artificial Intelligence. 2021.
    10.1007/978-3-030-71158-0
  3. van den Herik, J; Rocha, AP; Steels, L. Agents and Artificial Intelligence. 2019.
    10.1007/978-3-030-37494-5
  4. van den Herik, J; Rocha, AP. Agents and Artificial Intelligence. 2019.
    10.1007/978-3-030-05453-3
  5. van den Herik, J.; Rocha, A.P.; Filipe, J.. Preface. 2018.
  6. Nguyen, NT; Kowalczyk, R; van den Herik, J; Rocha, AP; Filipe, J. Transactions on Computational Collective Intelligence XXVIII. 2018.
    10.1007/978-3-319-78301-7
  7. van den Herik, J.; Rocha, A.P.; Filipe, J.. Preface. 2018.
  8. van den Herik, J; Rocha, AP; Filipe, J. Agents and Artificial Intelligence. 2018.
    10.1007/978-3-319-93581-2
  9. Cranefield, S.; Mahmoud, S.; Padget, J.; Rocha, A.P.. Preface. 2017.
  10. Cranefield, S; Mahmoud, S; Padget, J; Rocha, AP. Coordination, Organizations, Institutions, and Norms in Agent Systems XII. 2017.
    10.1007/978-3-319-66595-5
  11. Bajo, J; Vale, Z; Hallenborg, K; Rocha, AP; Mathieu, P; Pawlewski, P; Del Val, E; et al. Highlights of Practical Applications of Cyber-Physical Multi-Agent Systems. 2017.
    10.1007/978-3-319-60285-1
Book chapter
  1. Lopes Cardoso, H; Urbano, J; Rocha, AP; Castro, AJM; Oliveira, E. "ANTE: A Framework Integrating Negotiation, Norms and Trust". 2016.
    10.1007/978-3-319-33570-4_3
  2. Urbano, J; Paula Rocha, A; Oliveira, E. "A socio-cognitive perspective of trust". 2013.
    10.1007/978-94-007-5583-3_23
  3. Cardoso, HL; Rocha, AP; Oliveira, E. "Virtual Organization Support through Electronic Institutions and Normative Multi-Agent Systems". 2008.
    10.4018/978-1-59904-941-0.ch094
  4. Rocha, AP; Cardoso, HL; Oliveira, E. "Contributions to an electronic institution supporting virtual enterprises' life cycle". 2005.
    10.4018/978-1-59140-405-7.ch011
Conference paper
  1. Reis, FP; Ferreira, HV; Rocha, AP. "Framework to Predict Energy Prices and Trades in the Wholesale Market of PowerTAC". 2022.
    10.5220/0010898000003116
  2. Pereira, E; Reis, J; Goncalves, G; Reis, LP; Rocha, AP. "Dutch Auction Based Approach for Task/Resource Allocation". 2022.
    10.1007/978-3-030-79168-1_30
  3. Gonçalves, R; Pereira, FL; Ribeiro, VM; Rocha, AP. "Roll Padding and WaveNet for Multivariate Time Series in Human Activity Recognition". 2021.
    10.1007/978-3-030-72657-7_23
  4. "A QUBO Model to the Tail Assignment Problem". 2021.
    10.5220/0010259608990906
  5. Teixeira, M; Rocha, AP; Castro, AJM. "Quantum Reinforcement Learning Applied to Board Games". 2021.
    10.1145/3486622.3493944
  6. Santos, T; Silva, DC; Rocha, AP; Cardoso, HL; Reis, LP; Caldeira, C; Oliveira, A. "Online Geocoding of Millions of Economic Operators". 2020.
    10.1007/978-3-030-45688-7_44
  7. "Filling Missing Values in Spatial-temporal Data Collected from Traffic Sensors". 2020.
    10.1109/ISC251055.2020.9239016
  8. Rocha, A.P.; Van Den Herik, J.. "Foreword". 2018.
  9. Reis, L.; Rocha, A.P.; Castro, A.J.M.. "An agent-based electronic market to help airlines to recover from delays". 2018.
    10.5220/0006582401760183
  10. Reis, L.; Rocha, A.P.; Castro, A.J.M.. "An electronic marketplace for airlines". 2018.
    10.1007/978-3-319-94779-2_6
  11. Šarcevic, T.; Rocha, A.P.; Castro, A.J.M.. "Artificial Bee Colony algorithm for solving the flight disruption problem". 2018.
    10.1007/978-3-319-94779-2_7
  12. Sarcevic, T; Rocha, APC; Castro, AJM. "Artificial Bee Colony Algorithm for Solving the Flight Disruption Problem". 2018.
  13. Nogueira, P; Urbano, J; Reis, LP; Cardoso, HL; Silva, D; Rocha, AP. "A Review Between Consumer and Medical-Grade Biofeedback Devices for Quality of Life Studies". 2017.
    10.1007/978-3-319-56538-5_29
  14. Lima, J.; Rocha, A.P.; Castro, A.J.M.. "Argumentation in the re-accommodation of airline passengers using mobile devices". 2017.
    10.1007/978-3-319-60285-1_2
  15. Urbano, J.; Nogueira, P.; Rocha, A.P.; Cardoso, H.L.. "Analysis of data science tools for sensor-based assessment of quality of life in health care". 2017.
    10.1007/978-3-319-56535-4_45
  16. Castro, A.J.M.; Rocha, A.P.. "Managing disruptions with a multi-agent system for airline operations control". 2017.
    10.1007/978-3-319-59930-4_26
  17. Calabria, FA; Saraiva, JT; Rocha, AP. "A design and simulation of a Brazilian Bid Based Short-Term Electricity Market". 2016.
    10.1109/eem.2016.7521263
  18. Castro, AJM; Rocha, AP; Oliveira, E. "Towards an organization of computers for managing airline operations". 2016.
  19. Castro, A.; Rocha, A.P.. "A distributed approach to integrated and dynamic disruption management in airline operations control". 2015.
    10.1145/2639475.2639480
  20. Calabria, FA; Saraiva, JT; Rocha, AP. "A new electricity market design for power systems with large share of hydro: Improving flexibility and ensuring efficiency and security in the Brazilian case". 2015.
    10.1109/ptc.2015.7232314
  21. Calabria, FA; Saraiva, JT; Rocha, AP. "A Virtual Reservoir Electricity Market Design Applied to the Brazilian System Using an Agent Based Model". 2015.
    10.1109/eem.2015.7216617
  22. Rúbio, TRPM; Queiroz, J; Cardoso, HL; Rocha, AP; Oliveira, EC. "TugaTAC Broker: A Fuzzy Logic Adaptive Reasoning Agent for Energy Trading". 2015.
    10.1007/978-3-319-33509-4_16
  23. Rocha, A.P.; Aldewereld, H.; Dignum, V.; Oliveira, E.; Vercouter, L.. "1st international workshop on intelligent agents and technologies for socially interconnected systems". 2014.
  24. Castro, AJM; Rocha, AP; Oliveira, E. "Learning in heterogeneous environments: A case study". 2014.
    10.1145/2655985.2655986
  25. Oliveira, E; Cardoso, H; Urbano, J; Rocha, AP; Oliveira, EC; Cardoso, HL. "Trustworthy Agents for B2B operations under Normative Environment". 2014.
    10.1109/icsai.2014.7009295
  26. Oliveira, E.; Cardoso, H.L.; Urbano, M.J.; Rocha, A.P.. "Normative monitoring of agents to build trust in an environment for B2B". 2014.
    10.1007/978-3-662-44654-6_17
  27. Castro, AJM; Rocha, AP; Oliveira, EC. "A New Approach for Disruption Management in Airline Operations Control". 2014.
    10.1007/978-3-662-43373-7
  28. Neto, PB; Rocha, AP; Cardoso, HL. "Risk assessment through argumentation over contractual data". 2013.
  29. Carvalho, PS; Rossetti, RJF; Rocha, AP; Oliveira, EC. "Exploring unkown networks using a cooperative mas-based approach". 2013.
  30. Cardoso, HL; Malucelli, A; Rocha, AP; Oliveira, E. "Institutional services for dynamic virtual organizations". 2005.
    10.1007/0-387-29360-4_55
  31. Malucelli, A; Rocha, AP; Oliveira, E. "B2B Transactions Enhanced with Ontology-Based Services". 2004.
  32. Oliveira, E; Rocha, AP. "Agents Advanced Features for Negotiation in Electronic Commerce and Virtual Organisations Formation Processes". 2001.
    10.1007/3-540-44682-6_5
  33. Rocha, AP; Oliveira, E. "A negotiation framework for the establishment of virtual organisations". 1999.
  34. Rocha, AP; Oliveira, E. "An electronic market architecture for the formation of virtual enterprises". 1999.
  35. Oliveira, E; Mouta, F; Rocha, AP. "Negotiation and conflict resolution within a community of cooperative agents". 1993.
    10.1109/ISADS.1993.262674
Edited book
  1. Rocha, AP; Steels, L; den Herik, HJv. Proceedings of the 15th International Conference on Agents and Artificial Intelligence, ICAART 2023, Volume 2, Lisbon, Portugal, February 22-24, 2023. 2023.
  2. Rocha, AP; Steels, L; den Herik, HJv. Proceedings of the 15th International Conference on Agents and Artificial Intelligence, ICAART 2023, Volume 3, Lisbon, Portugal, February 22-24, 2023. 2023.
  3. Rocha, AP; Steels, L; den Herik, HJv. Proceedings of the 15th International Conference on Agents and Artificial Intelligence, ICAART 2023, Volume 1, Lisbon, Portugal, February 22-24, 2023. 2023.
  4. Rocha, AP; Steels, L; den Herik, HJv. Proceedings of the 14th International Conference on Agents and Artificial Intelligence, ICAART 2022, Volume 2, Online Streaming, February 3-5, 2022. 2022.
  5. Rocha, AP; Steels, L; den Herik, HJv. Proceedings of the 14th International Conference on Agents and Artificial Intelligence, ICAART 2022, Volume 3, Online Streaming, February 3-5, 2022. 2022.
  6. Rocha, AP; Steels, L; den Herik, HJv. Agents and Artificial Intelligence - 13th International Conference, ICAART 2021, Virtual Event, February 4-6, 2021, Revised Selected Papers. 2022.
  7. Rocha, AP; Steels, L; den Herik, HJv. Agents and Artificial Intelligence - 14th International Conference, ICAART 2022, Virtual Event, February 3-5, 2022, Revised Selected Papers. 2022.
  8. Rocha, AP; Steels, L; den Herik, HJv. Proceedings of the 14th International Conference on Agents and Artificial Intelligence, ICAART 2022, Volume 1, Online Streaming, February 3-5, 2022. 2022.
  9. Rocha, AP; Steels, L; den Herik, HJv. Proceedings of the 13th International Conference on Agents and Artificial Intelligence, ICAART 2021, Volume 1, Online Streaming, February 4-6, 2021. 2021.
  10. Rocha, AP; Steels, L; den Herik, HJv. Agents and Artificial Intelligence, 12th International Conference, ICAART 2020, Valletta, Malta, February 22-24, 2020, Revised Selected Papers. 2021.
  11. Rocha, AP; Steels, L; den Herik, HJv. Proceedings of the 13th International Conference on Agents and Artificial Intelligence, ICAART 2021, Volume 2, Online Streaming, February 4-6, 2021. 2021.
  12. Rocha, AP; Steels, L; den Herik, HJv. Proceedings of the 12th International Conference on Agents and Artificial Intelligence, ICAART 2020, Volume 2, Valletta, Malta, February 22-24, 2020. 2020.
  13. Rocha, AP; Steels, L; den Herik, HJv. Proceedings of the 12th International Conference on Agents and Artificial Intelligence, ICAART 2020, Volume 1, Valletta, Malta, February 22-24, 2020. 2020.
  14. den Herik, HJv; Rocha, AP; Steels, L. Agents and Artificial Intelligence - 11th International Conference, ICAART 2019, Prague, Czech Republic, February 19-21, 2019, Revised Selected Papers. 2019.
  15. Rocha, AP; Steels, L; den Herik, HJv. Proceedings of the 11th International Conference on Agents and Artificial Intelligence, ICAART 2019, Volume 2, Prague, Czech Republic, February 19-21, 2019. 2019.
  16. Rocha, AP; Steels, L; den Herik, HJv. Proceedings of the 11th International Conference on Agents and Artificial Intelligence, ICAART 2019, Volume 1, Prague, Czech Republic, February 19-21, 2019. 2019.
  17. den Herik, HJv; Rocha, AP. Agents and Artificial Intelligence - 10th International Conference, ICAART 2018, Funchal, Madeira, Portugal, January 16-18, 2018, Revised Selected Papers. 2019.
  18. Rocha, AP; den Herik, Jv. Proceedings of the 10th International Conference on Agents and Artificial Intelligence, ICAART 2018, Volume 1, Funchal, Madeira, Portugal, January 16-18, 2018. 2018.
  19. den Herik, HJv; Rocha, AP; Filipe, J. Agents and Artificial Intelligence - 9th International Conference, ICAART 2017, Porto, Portugal, February 24-26, 2017, Revised Selected Papers. 2018.
  20. Rocha, AP; den Herik, HJv. Proceedings of the 10th International Conference on Agents and Artificial Intelligence, ICAART 2018, Volume 2, Funchal, Madeira, Portugal, January 16-18, 2018. 2018.
  21. Bajo, Javier; Vale, ZitaA.; Hallenborg, Kasper; Rocha, AnaPaula; Mathieu, Philippe; Pawlewski, Pawel; Val, Elenadel; et al. Highlights of Practical Applications of Cyber-Physical Multi-Agent Systems - International Workshops of PAAMS 2017, Porto, Portugal, June 21-23, 2017, Proceedings. 2017.
  22. den Herik, HJv; Rocha, AP; Filipe, J. Proceedings of the 9th International Conference on Agents and Artificial Intelligence, ICAART 2017, Volume 2, Porto, Portugal, February 24-26, 2017. 2017.
  23. den Herik, HJv; Rocha, AP; Filipe, J. Proceedings of the 9th International Conference on Agents and Artificial Intelligence, ICAART 2017, Volume 1, Porto, Portugal, February 24-26, 2017. 2017.
  24. Cranefield, S; Mahmoud, S; Padget, JA; Rocha, AP. Coordination, Organizations, Institutions, and Norms in Agent Systems XII - COIN 2016 International Workshops, COIN@AAMAS, Singapore, Singapore, May 9, 2016, COIN@ECAI, The Hague, The Netherlands, August 30, 2016, Revised Selected Papers. 2017.
Journal article
  1. Goncalves, R; Ribeiro, VM; Pereira, FL; Rocha, AP. "Deep learning in exchange markets". INFORMATION ECONOMICS AND POLICY (2019):
    10.1016/j.infoecopol.2019.05.002
  2. Calabria, FA; Saraiva, JT; Rocha, AP. "Improving the Brazilian electricity market: how to replace the centralized dispatch by decentralized market-based bidding". JOURNAL OF ENERGY MARKETS (2018):
    10.21314/jem.2018.173
  3. Urbano, J.; Rocha, A.P.; Oliveira, E.. "An approach to computational social trust". AI Communications 27 2 (2014): 113-131. http://www.scopus.com/inward/record.url?eid=2-s2.0-84900437376&partnerID=MN8TOARS.
    10.3233/AIC-130587
  4. Gonçalves, R.; Rocha, A.P.; Pereira, F.L.. "High level architecture for trading agents in betting exchange markets". Advances in Intelligent Systems and Computing 206 AISC (2013): 497-510. http://www.scopus.com/inward/record.url?eid=2-s2.0-84876246675&partnerID=MN8TOARS.
    10.1007/978-3-642-36981-0_46
  5. Urbano, J.; Rocha, A.P.; Oliveira, E.. "The impact of benevolence in computational trust". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 8068 LNAI (2013): 210-224. http://www.scopus.com/inward/record.url?eid=2-s2.0-84881176176&partnerID=MN8TOARS.
    10.1007/978-3-642-39860-5_16
  6. Brandao, C.; Reis, L.P.; Rocha, A.P.. "Evaluation of embodied conversational agents". Iberian Conference on Information Systems and Technologies, CISTI (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84887940354&partnerID=MN8TOARS.
  7. Urbano, J.; Rocha, A.P.; Oliveira, E.; Urbano, J; Rocha, AP; Oliveira, E. "Trust evaluation for reliable electronic transactions between business partners". Lecture Notes in Business Information Processing 98 LNBIP (2012): 219-237. http://www.scopus.com/inward/record.url?eid=2-s2.0-84858258968&partnerID=MN8TOARS.
    10.1007/978-3-642-28563-9_12
  8. Urbano, J.; Cardoso, H.L.; Rocha, A.P.; Oliveira, E.. "Trust and normative control in multi-agent systems: An empirical study". Advances in Intelligent and Soft Computing 156 AISC (2012): 207-214. http://www.scopus.com/inward/record.url?eid=2-s2.0-84863971233&partnerID=MN8TOARS.
    10.1007/978-3-642-28762-6_25
  9. Cardoso, H.L.; Urbano, J.; Brandão, P.; Rocha, A.P.; Oliveira, E.. "ANTE: Agreement negotiation in normative and trust-enabled environments". Advances in Intelligent and Soft Computing 155 AISC (2012): 261-264. http://www.scopus.com/inward/record.url?eid=2-s2.0-84864251842&partnerID=MN8TOARS.
    10.1007/978-3-642-28786-2_33
  10. Castro, A.J.M.; Rocha, A.P.; Oliveira, E.. "Towards an autonomous and intelligent airline operations control". IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (2012): 1429-1434. http://www.scopus.com/inward/record.url?eid=2-s2.0-84871231013&partnerID=MN8TOARS.
    10.1109/ITSC.2012.6338858
  11. Fonseca, N.; Ferreira, A.; Rocha, A.P.; Fonseca, N; Ferreira, A; Rocha, AP. "Concatenative singing voice resynthesis". 17th DSP 2011 International Conference on Digital Signal Processing, Proceedings (2011): http://www.scopus.com/inward/record.url?eid=2-s2.0-80053161087&partnerID=MN8TOARS.
    10.1109/ICDSP.2011.6004986
  12. Urbano, J.; Rocha, A.P.; Oliveira, E.. "A dynamic agents' behavior model for computational trust". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7026 LNAI (2011): 536-550. http://www.scopus.com/inward/record.url?eid=2-s2.0-80054819486&partnerID=MN8TOARS.
    10.1007/978-3-642-24769-9_39
  13. Urbano, J.; Rocha, A.P.; Oliveira, E.. "Trust-based selection of partners". Lecture Notes in Business Information Processing 85 LNBIP (2011): 221-232. http://www.scopus.com/inward/record.url?eid=2-s2.0-80052913232&partnerID=MN8TOARS.
    10.1007/978-3-642-23014-1_19
  14. Urbano, J.; Rocha, A.P.; Oliveira, E.. "A situation-aware computational trust model for selecting partners". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6910 (2011): 84-105. http://www.scopus.com/inward/record.url?eid=2-s2.0-80455158372&partnerID=MN8TOARS.
    10.1007/978-3-642-24016-4_5
  15. Urbano, J.; Rocha, A.P.; Oliveira, E.. "Extracting trustworthiness tendencies using the frequency increase metric". Lecture Notes in Business Information Processing 73 LNBIP (2011): 208-221. http://www.scopus.com/inward/record.url?eid=2-s2.0-84876229725&partnerID=MN8TOARS.
    10.1007/978-3-642-19802-1_15
  16. Urbano, J.; Rocha, A.P.; Oliveira, E.. "Trust estimation using contextual fitness". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6070 LNAI PART 1 (2010): 42-51. http://www.scopus.com/inward/record.url?eid=2-s2.0-77954588092&partnerID=MN8TOARS.
    10.1007/978-3-642-13480-7_6
  17. Urbano, J.; Rocha, A.P.; Oliveira, E.; Urbano, J; Rocha, AP; Oliveira, E. "Trustworthiness tendency incremental extraction using information gain". Proceedings - 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2010 2 (2010): 411-414. http://www.scopus.com/inward/record.url?eid=2-s2.0-78649877214&partnerID=MN8TOARS.
    10.1109/WI-IAT.2010.151
  18. Danek, A.; Urbano, J.; Rocha, A.P.; Oliveira, E.. "Engaging the dynamics of trust in computational trust and reputation systems". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6070 LNAI PART 1 (2010): 22-31. http://www.scopus.com/inward/record.url?eid=2-s2.0-77954619598&partnerID=MN8TOARS.
    10.1007/978-3-642-13480-7_4
  19. Urbano, J.; Rocha, A.P.; Oliveira, E.. "Refining the trustworthiness assessment of suppliers through extraction of stereotypes". ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems 2 AIDSS (2010): 85-92. http://www.scopus.com/inward/record.url?eid=2-s2.0-78649850876&partnerID=MN8TOARS.
  20. Urbano, J.; Rocha, A.P.; Oliveira, E.. "Computing confidence values: Does trust dynamics matter?". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5816 LNAI (2009): 520-531. http://www.scopus.com/inward/record.url?eid=2-s2.0-71049161795&partnerID=MN8TOARS.
    10.1007/978-3-642-04686-5_43
  21. Fernandes, O.R.; Rocha, A.P.; Oliveira, E.. "Ontology development in home automation used in automatic VE formation". IFIP International Federation for Information Processing 266 (2008): 161-168. http://www.scopus.com/inward/record.url?eid=2-s2.0-44649119275&partnerID=MN8TOARS.
    10.1007/978-0-387-09492-2_17
  22. Fonseca, N.; Rocha, A.P.. "Fragmentation and frontier evolution for genetic algorithms optimization in music transcription". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 5290 LNAI (2008): 442-451. http://www.scopus.com/inward/record.url?eid=2-s2.0-70350616338&partnerID=MN8TOARS.
    10.1007/978-3-540-88309-8_45
  23. Rocha, A.P.; Oliveira, E.. "Electronic institutions as a framework for agents' negotiation and mutual commitment". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2258 LNAI (2001): 232-245. http://www.scopus.com/inward/record.url?eid=2-s2.0-33847012969&partnerID=MN8TOARS.
    10.1007/3-540-45329-6_24
  24. Oliveira, Eugenio; Rocha, Ana Paula. "Negotiation and conflict resolution in a multi-agent system for an assembly robotics cell". Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 1 (1994): 605-611. http://www.scopus.com/inward/record.url?eid=2-s2.0-0028739621&partnerID=MN8TOARS.

Other

Other output
  1. A Review of Commercial and Medical-Grade Physiological Monitoring Devices for Biofeedback-Assisted Quality of Life Improvement Studies. 2018. Nogueira, P; Urbano, J; Reis, LP; Cardoso, HL; Silva, DC; Rocha, AP; Goncalves, J; Faria, BM.
    10.1007/s10916-018-0946-1
  2. JADE, TraSMAPI and SUMO: A tool-chain for simulating traffic light control. 2016. Azevedo, T; Araújo, PJMd; Rossetti, RJF; Rocha, APC.
Activities

Supervision

Thesis Title
Role
Degree Subject (Type)
Institution / Organization
2020 - Current Quantum Reinforcement Learning applied to games
Supervisor
Mestrado Integrado em Engenharia Informática e Computação (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2011 - Current Multivariate Time Series Analysis with Deep Learning
Co-supervisor
Doctoral Program in Informatics, University of Aveiro, Minho and Porto (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2020/09 - 2021/02 Knowledge Graph-Based Recipe Recommendation System
Supervisor
Mestrado Integrado em Engenharia Informática e Computação (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2021/02 Deep learning approaches to sales forecasting of retail healthcare and wellness products
Co-supervisor
Mestrado Integrado em Engenharia Informática e Computação (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2020/07 Using Quantum Simulation to Solve the Tail Assignment Problem
Supervisor
Mestrado Integrado em Engenharia Informática e Computação (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2012 - 2016/04 A virtual reservoir model for power systems with large share of hydros: analysis of the brazilian case in a liberalized wholesale electricity market
Co-supervisor
Programa Doutoral em Sistemas Sustentáveis de Energia (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2009 - 2013/06 A Situation-aware and Social Computational Trust Model
Co-supervisor
Doctoral Program in Informatics Engineering (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2008 - 2012/05 Singing Voice Resynthesis using Concatenative-based Techniques
Co-supervisor
Doctoral Program in Informatics Engineering (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
Distinctions

Award

2016 Scientific Recognition Award