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Brígida Teixeira has an academic background with a Bachelor's and Master's degree in Computer Engineering from the Engineering School of Polytechnic of Porto, completed in November 2014 and November 2019, respectively. Her Master's thesis, titled "Multi-Agent Systems Society for the Study of Energy and Power Systems," aims to promote semantic interoperability between heterogeneous systems. She is currently pursuing a Ph.D. in Computer Engineering with a focus on Intelligent Systems at the University of Salamanca, Spain. Her Ph.D. research is centered on "Explainable Contextual Models for Automated Machine Learning in Power and Energy Systems,". This research work takes advantage of the recent advances in the XAI field to develop solutions that use the generated explanations not only to support the user interaction with power and energy systems but also to feed and improve the learning process of automated systems by facilitating the interpretation of the (mis)match between expected model outputs and actual outcomes. Her research is supported by an FCT PhD Grant from the Fundação para a Ciência e a Tecnologia (FCT), and is developed within the scope of the research unit Research Group in Engineering and Intelligent Computing for Innovation and Development (GECAD), an ISEP unit classified as excellent by the FCT, and The Bioinformatics, Intelligent Systems and Educational Technology (BISITE) Research Group from University of Salamanca. In her research, She has been a contributor to various projects, such as the MAS-Society project, focusing on semantic interoperability in multi-agent systems for energy systems; the TradeRES, focusing on designing new markets for a renewable European power system; the DOMINOES, aimed at developing advanced operation models for smart distribution grids; the DREAM-GO, which focuses on enabling demand response for efficient and market-based smart grid operations through real-time simulation approaches; and more recently the PRECISE, which deals with cyber-physical solutions in power and energy systems. These projects underline her active role in advancing research in applying intelligent solutions for energy systems, smart grids, and renewable energy markets. As a result of his scientific activities, she published 27 articles, 6 of which were in international scientific journals, 4 book chapters, and 17 in international scientific congresses. She also contributes to the academic community as an Invited Assistant at the Engineering School of Polytechnic of Porto, where she has been teaching since 2020. Her teaching assignments include Planning and Decision Making and Machine Learning subjects in the Master of Artificial Intelligence Engineering program.
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Identification

Personal identification

Full name
Brígida Teixeira

Citation names

  • Teixeira, Brígida

Author identifiers

Ciência ID
1B19-6E7A-A964
ORCID iD
0000-0002-0848-5319
Google Scholar ID
FWGHOEYAAAAJ

Email addresses

  • bccta@isep.ipp.pt (Professional)

Addresses

  • R. Dr. António Bernardino de Almeida, 431, 4249-015, Paranhos, Porto, Portugal (Professional)

Websites

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Upper intermediate (B2) Intermediate (B1) Intermediate (B1) Intermediate (B1) Intermediate (B1)
Education
Degree Classification
2020/10 - 2023
Ongoing
 Computer Engineering (Doctor)
Major in Intelligent Systems
Universidad de Salamanca, Spain
"Explainable Contextual Models for Automated Machine Learning in Power and Energy Systems" (THESIS/DISSERTATION)
2014/09 - 2019/11/11
Concluded
 Engenharia Informática (Mestrado)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
"Multi-Agent Systems Society for the study of Energy and Power Systems" (THESIS/DISSERTATION)
 17
2010/09 - 2014/11
Concluded
 Engenharia Informática (Licenciatura)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
"Realistic Scenarios Generation for Electricity Markets Multi-Agent Simulators" (THESIS/DISSERTATION)
 14
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2020/10 - Current 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
2021/02/01 - Current FCT PhD Grant with thesis title: Explainable Contextual Models for Automated Machine Learning in Power and Energy Systems Fundação para a Ciência e a Tecnologia, Portugal
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/01/06 - 2021/01/31 Research Grant Project MAS-Society - MAS-Society - Multi-Agent Systems SemantiC Interoperability for simulation and dEcision supporT in complex energY systems - Ref. PTDC/EEI-EEE/28954/2017 Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2016/11/02 - 2019/05/31 Research Grant Project SIMOCE - Inntelligent system for the monitoring and optimization of energy consumption - Ref. ANI|P2020 17690 Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2016/04/01 - 2016/11/01 Research Grant - Ref GECAD–EEA/00760 Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2014/12/15 - 2015/06/15 Research Grant Project MAN-REM - Multi-agent Negotiation and Risk Management in Electricity Markets - Ref. PTDC/EEA-EEL/122988/2010 Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Projects

Grant

Designation Funders
2019/05/01 - 2021/02 MAS-Society - Multi-Agent Systems SemantiC Interoperability for simulation and dEcision supporT in complex energY systems
PTDC/EEI-EEE/28954/2017
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Ongoing
2016 - 2019 SIMOCE - Intelligent system for the monitoring and optimization of energy consumption
P2020-33/SI/2015-17690
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Concluded
2014/12/15 - 2015/06 MAN-REM - Multi-agent Negotiation and Risk Management in Electricity Markets
info:eu-repo/grantAgreement/FCT/COMPETE/122988/PT
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Fundação para a Ciência e a Tecnologia

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
2020/03 - Current PRECISE - Power and Energy Cyber-Physical Solutions with Explainable Semantic Learning
PTDC/EEI-EEE/6277/2020
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2020/02/01 - Current TradeRES - Tools for the Design and modelling of new markets and negotiation mechanisms for a ~100% Renewable European Power Systems
864276
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Ongoing
2021/01/01 - 2022/12 RETINA - REal-Time support Infrastructure and Energy management for Intelligent carbon-Neutral smArt cities
NORTE-01-0145-FEDER-000062
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Ongoing
2019 - 2021 DOMINOES - Smart Distribution Grid: A Market Driven Approach for the Next Generation of Advanced Operation Models and Services
H2020-GA-771066
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Concluded
2019 - 2019 GREEDi - Intelligent and Safe Platform for Energy Resource Management in Large-Scale Buildings
P2020-33/SI/2015-17822
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Concluded
2016 - 2019 DREAM-GO - Enabling Demand Response for short and real-time Efficient And Market Based smart Grid Operation - An intelligent and real-time simulation approach
H2020-MSCA-RISE GA 641794
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
EU Framework Programme for Research and Innovation Euratom
Concluded
2017 - 2018 NetEffiCity - Virtual Power Networks Efficient Management
P2020-31/SI/2015- 18015
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Concluded
2016 - 2018 AVIGAE - Assistente Virtual Inteligente para a Gestão Ativa da Energia em Edifícios
P2020-3401
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Concluded
2016 - 2018 FUSE-IT - Facility Using smart Secured Energy & Information Technology
ITEA2 no. 13023
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Concluded
2013 - 2016 SEAS - Smart Energy Aware Systems
Itea 2 - 12004
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Concluded
Outputs

Publications

Book chapter
  1. Teixeira, Brígida; Pinto, Tiago; Faria, Pedro; Vale, Zita. "PV Generation Forecasting Model for Energy Management in Buildings". In Progress in Artificial Intelligence, 176-182. Springer International Publishing, 2021.
    10.1007/978-3-030-86230-5_14
  2. Teixeira, Brígida; Silva, Francisco; Pinto, Tiago; Santos, Gabriel; Praça, Isabel; Vale, Zita. "Demonstration of Tools Control Center for Multi-agent Energy Systems Simulation". In Advances in Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection, 353-356. Springer International Publishing, 2018.
    10.1007/978-3-319-94580-4_37
  3. Teixeira, B.; Pinto, T.; Santos, G.; Praça, I.; Vale, Z.. "Tools control center to enable the joint simulation of multi-agent systems". 2017.
    10.1007/978-3-319-61578-3_45
  4. Silva, Francisco; Teixeira, Brígida; Pinto, Tiago; Praça, Isabel; Marreiros, Goreti; Vale, Zita. "Decision Support System for the Negotiation of Bilateral Contracts in Electricity Markets". In Ambient Intelligence– Software and Applications – 8th International Symposium on Ambient Intelligence (ISAmI 2017), 159-166. Springer International Publishing, 2017.
    10.1007/978-3-319-61118-1_20
Conference paper
  1. Brígida Teixeira; Luís Valina; Tiago Pinto; Arsénio Reis; João Barroso; Zita Vale. "Exploring Clustering to Improve Interpretability in Complex Energy Forecasting Models". 2024.
    10.1109/sest61601.2024.10694413
  2. Luís Valina; Brígida Teixeira; Arsénio Reis; Zita Vale; Tiago Pinto. "Explainable Artificial Intelligence for Deep Synthetic Data Generation Models". 2024.
    10.1109/cai59869.2024.00109
  3. João Carvalho; Tiago Pinto; Juan M. Home-Ortiz; Brigida Teixeira; Zita Vale; Ruben Romero. "Dynamic Parameterization of Metaheuristics Using a Multi-agent System for the Optimization of Electricity Market Participation". 2023.
    10.1007/978-3-031-38318-2_25
  4. Brígida Teixeira; Ricardo Faia; Tiago Pinto; Zita Vale. "Study of Forecasting Methods’ Impact in Wholesale Electricity Market Participation". Paper presented in 21st International Conference on Practical Applications of Agents and Multi-Agent Systems, Guimarães, 2023.
    10.1007/978-3-031-38318-2_27
  5. Teixeira, Brígida; Carvalhais, Leonor; Pinto, Tiago; Vale, Zita. "Application of XAI-based framework for PV Energy Generation Forecasting". Paper presented in 2023 IEEE Conference on Artificial Intelligence (CAI), Santa Clara, CA, 2023.
    10.1109/cai54212.2023.00036
  6. Santos, Gabriel; Teixeira, Brígida; Pinto, Tiago; Vale, Zita. "Automated energy management and learning". Paper presented in 2023 IEEE Conference on Artificial Intelligence (CAI), 2023.
    10.1109/cai54212.2023.00037
  7. António Ramos; Teixeira, Brígida; Santos, Gabriel; Tiago Pinto; Zita Vale. "Explainable artificial intelligence (XAI) techniques for energy consumption". Paper presented in 9th International Conference on Energy and Environment Research (ICEER 2023), 2022.
    In press
  8. Leonor Carvalhais; Teixeira, Brígida; Santos, Gabriel; Zita Vale. "A framework proposal for explainable AI-based building energy management". Paper presented in 9th International Conference on Energy and Environment Research (ICEER 2023), 2022.
    In press
  9. Jozi, Aria; Teixeira, Brígida; Sousa, Filipe; Ramos, Daniel; Gomes, Luis; Faria, Pedro; Pinto, Tiago; Vale, Zita. "Energy Consumption Forecasting System for Energy Management in Buildings". Paper presented in AAMAS 2020 / IFAAMAS, 2020.
  10. Teixeira, Brígida. "Applying real-time pricing for wind curtailment scenario using D2RD module of TOOCC". 2019.
    10.5281/zenodo.2672889
  11. Santos, G.; Silva, F.; Teixeira, B.; Vale, Z.; Pinto, T.. "Power systems simulation using ontologies to enable the interoperability of multi-agent systems". 2018.
    10.23919/PSCC.2018.8442888
  12. Teixeira, Brígida. "Framework to Enable Heterogeneous Systems Interoperability". 2017.
    10.5281/zenodo.2677567
  13. Jozi, A.; Pinto, T.; Praca, I.; Silva, F.; Teixeira, B.; Vale, Z.. "Energy consumption forecasting based on Hybrid Neural Fuzzy Inference System". 2017.
    10.1109/SSCI.2016.7849859
  14. Jozi, A.; Pinto, T.; Praca, I.; Silva, F.; Teixeira, B.; Vale, Z.. "Energy consumption forecasting using genetic fuzzy rule-based systems based on MOGUL learning methodology". 2017.
    10.1109/PTC.2017.7981219
  15. Jozi, A.; Pinto, T.; Praça, I.; Silva, F.; Teixeira, B.; Vale, Z.. "Wang and Mendel's fuzzy rule learning method for energy consumption forecasting considering the influence of environmental temperature". 2017.
    10.1109/GIIS.2016.7814944
  16. Silva, F.; Teixeira, B.; Teixeira, N.; Pinto, T.; Praca, I.; Vale, Z.. "Application of a Hybrid Neural Fuzzy Inference System to Forecast Solar Intensity". 2017.
    10.1109/DEXA.2016.044
  17. Teixeira, Brígida. "TOOCC: Enabling heterogeneous systems interoperability in the study of energy systems". 2017.
    10.1109/PESGM.2017.8274338
  18. Teixeira, B.; Silva, F.; Pinto, T.; Praca, I.; Santos, G.; Vale, Z.. "Data mining approach to support the generation of Realistic Scenarios for multi-agent simulation of electricity markets". 2015.
    10.1109/IA.2014.7009452
  19. Silva, F.; Teixeira, B.; Pinto, T.; Santos, G.; Praça, I.; Vale, Z.. "Demonstration of realistic multi-agent scenario generator for electricity markets simulation". 2015.
    10.1007/978-3-319-18944-4_36
Journal article
  1. Santos, Gabriel; Pinto, Tiago; Vale, Zita; Carvalho, Rui; Teixeira, Brígida; Ramos, Carlos. "Upgrading BRICKS—The Context-Aware Semantic Rule-Based System for Intelligent Building Energy and Security Management". Energies 14 15 (2021): 4541. http://dx.doi.org/10.3390/en14154541.
    Open access • 10.3390/en14154541
  2. Ramos, Daniel; Teixeira, Brigida; Faria, Pedro; Gomes, Luis; Abrishambaf, Omid; Vale, Zita. "Using diverse sensors in load forecasting in an office building to support energy management". Energy Reports 6 (2020): 182-187. http://dx.doi.org/10.1016/j.egyr.2020.11.100.
    10.1016/j.egyr.2020.11.100
  3. Daniel Ramos; Brígida Teixeira; Pedro Faria; Luis Gomes; Omid Abrishambaf; Zita Vale. "Use of Sensors and Analyzers Data for Load Forecasting: A Two Stage Approach". Sensors (2020): https://www.mdpi.com/1424-8220/20/12/3524.
    10.3390/s20123524
  4. Teixeira, Brígida. "Application Ontology for Multi-Agent and Web-Services’ Co-Simulation in Power and Energy Systems". IEEE Access (2020): http://dx.doi.org/10.1109/access.2020.2991010.
    10.1109/access.2020.2991010
  5. Teixeira, Brígida. "Multi-Agent Decision Support Tool to Enable Interoperability among Heterogeneous Energy Systems". Applied Sciences 8 3 (2018): http://www.mdpi.com/2076-3417/8/3/328.
    10.3390/app8030328
  6. Silva, F.; Teixeira, B.; Pinto, T.; Santos, G.; Vale, Z.; Praça, I.. "Generation of realistic scenarios for multi-agent simulation of electricity markets". Energy 116 (2016): 128-139. http://www.scopus.com/inward/record.url?eid=2-s2.0-84988734772&partnerID=MN8TOARS.
    10.1016/j.energy.2016.09.096
Thesis / Dissertation
  1. Teixeira, Brígida. "Sociedade de Sistemas Multi-Agente para o Estudo de Sistemas de Energia Elétrica". Master, Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, 2019. http://hdl.handle.net/10400.22/15462.
  2. Teixeira, Brígida. "Geração de cenários realistas para simuladores multi-agente dos Mercados de Energia Elétrica". Degree, Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, 2014.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2024/06/26 Enhancing Power Forecasting Through Contextual Awareness With C-Means and K-Means Approaches 21st International Conference on Distributed Computing and Artificial Intelligence (DCAl'24)
PAAMS (Salamanca, Spain)
2023/07/12 Study of Forecasting Methods Impact in Wholesale Electricity Market Participation 20th International Conference on Distributed Computing and Artificial Intelligence
Universidade do Minho (Guimarães, Portugal)
2022/09/13 A framework proposal for explainable AI-based building energy management 9th International Conference on Energy and Environment Research 2022 (ICEER)
School of Engineering (ISEP) of the Polytechnic of Porto (P.Porto) (Porto, Portugal)
2022/09 Explainable artificial intelligence (XAI) techniques for energy consumption 9th International Conference on Energy and Environment Research 2022 (ICEER)
School of Engineering (ISEP) of the Polytechnic of Porto (P.Porto) (Porto, Portugal)
2021/09/08 PV Generation Forecasting Model for Energy Management in Buildings Artificial Intelligence in Power and Energy Systems (AIPES)
2017/06/23 Tools Control Center to Enable the Joint Simulation of Multi-Agent Systems 15th International Conference on Practical Applications of Agents and Multi-Agent Systems
Instituto Superior de Engenharia do Porto (Porto, Portugal)
2017/03/23 A framework to Enable Heterogeneous Systems Interoperability 2nd DREAM-GO Workshop - Real-Time Demand Response and Intelligent Direct Load Control
Instituto Superior de Engenharia do Porto (Porto, Portugal) (Porto, Portugal)
2017/01/24 Integration of demand response models in TOOCC 3rd DREAM-GO Workshop - Intelligent load management in local and wholesale demand response markets
Instituto Superior de Engenharia do Porto (Porto, Portugal) (Porto, Portugal)
2016/10/20 Wang and Mendel's Fuzzy Rule Learning Method for Energy Consumption Forecasting considering the Influence of Environmental Temperature 16th Global Information Infrastructure Symposium (GIIS 2016)
Instituto Superior de Engenharia do Porto (Porto, Portugal)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2023/10 - Current Explainable Knowledge-Driven Corrections in Multi-Agent Systems for Accurate Predictions
Co-supervisor
 Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/02/15 - 2024/09/10 Geração de relatórios automáticos baseados em Explainable AI (XAI)
Supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/02/15 - 2024/07/22 Interface gráfica web dinâmica para a gestão de sistemas distribuídos
Supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/02/15 - 2024/07/01 PRECISE Web: Interface unificada com integração de diversos módulos
Supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/02 - 2024/02 Aplicação de Automatização de Testes
Supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/03 - 2023/06 Framework para deteção de perfis e contextos
Co-supervisor
 Licenciatura em Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/03/01 - 2022/10 EI-Build: A framework for Explainable Artificial Intelligence-based Building energy management
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/03/01 - 2021/07/31 Frontend para plataforma de gestão de edifícios no âmbito da internet das coisas
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/03/01 - 2021/07/31 Backend para plataforma de gestão de edifícios no âmbito da internet das coisas
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/03/01 - 2021/07/31 Aprendizagem e identificação de contextos num edifício
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/03/01 - 2021/07/31 Migração e união de bases de dados e desenvolvimento de uma plataforma de acesso aos dados
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 - 2020 Plataforma para visualização de dados
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2016 - 2016 Previsão de dados utilizando Fuzzy Inference Systems
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2024/09/03 - 2024/09/06 EPIA2024: International Conference on Artificial Intelligence
Conference
 EPIA2024: International Conference on Artificial Intelligence
2024/09/02 - 2024/09/03 EAIA2024: Advanced School on Artificial Intelligence
Other
 EAIA2024
2024/07/15 - 2024/07/19 DeepLearn 2024: 11th International School on Deep Learning (and the Future of Artificial Intelligence)
Other
 DeepLearn 2024
2023/07/26 - 2023/07/28 The 1st World Conference on eXplainable Artificial Intelligence
Conference
 The 1st World Conference on eXplainable Artificial Intelligence
2022/04/18 - 2022/04/22 DeepLearn 2022 Spring School
Workshop
 DeepLearn 2022 Spring School
Universidade do Minho, Portugal

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2024/07/08 Identity Analyst
(Thesis) Main arguer
 PEDRO RICARDO FERREIRA DA SILVA (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/07/04 Implementação de Pipeline de Edge Computing para Reinforcement Learning
(Thesis) Main arguer
 CLARISSE ANDREIA SOARES SOUSA (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/02/06 Capacitação do BackOffice da plataforma Invisible Collector
(Thesis) Main arguer
 Rúben Martins (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/07/20 Análise de Texto de Chamadas com Inteligência Artificial
(Thesis) Arguer
 Fábio Girão (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/06/27 Social ERP
(Thesis) Arguer
 Filipe Rodrigues (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Ad Hoc journal article review

Journal title (ISSN) Publisher
2024/01 - Current Engineering Applications of Artificial Intelligence Elsevier
2024/01 - Current Electric Power Systems Research Elsevier
2023/02 - Current Sustainable Energy, Grids and Networks Elsevier
2022 - Current Frontiers in Energy Research Smart Grids Frontiers

Committee member

Activity description
Role 		Institution / Organization
2020 - Current IEEE Power and Energy Systems (PES) Working Group on Multi-Agent Systems
Member
2020 - Current IEEE Intelligent Data Mining and Analysis (IDMA) Working Group
Member
2020 - Current IEEE Intelligent Data Mining and Analysis (IDMA) Open Data Sets (ODS)
Member
2024/03/01 - 2024/07/13 Special Session on Novel Technologies for Smart Industry and Mobility (SmartMob)
Member
2023/07/12 - 2023/07/14 Special Session on Power System Optimization and Machine Learning Models (PSO-ML)
Member
2021/09/07 - 2021/09/09 AIPES - Artificial Intelligence in Power and Energy Systems
Member

Conference scientific committee

Conference name Conference host
2024/01/29 - 2024/07/25 2024 IEEE Power & Energy Society General Meeting Seattle, Washington
2023/09/05 - 2023/09/08 EPIA 2023 22nd Portuguese Conference on Artificial Intelligence Springer
2023/07/26 - 2023/07/28 xAI 2023 1st World Conference On eXplainable Artificial Intelligence Springer
2021/09/07 - 2021/09/09 AIPES - Artificial Intelligence in Power and Energy Systems Association for Artificial Intelligence
2020/09/07 - 2020/09/09 2020 International Conference on Smart Energy Systems and Technologies (SEST) IEEE
2020/08/29 - 2020/09/03 Workshop on Artificial Intelligence in Power and Energy Systems 2020 IEEE
2019/09/03 - 2019/09/06 EPIA 2019 9th Portuguese Conference on Artificial Intelligence Springer

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2020/09 - Current Algoritmia Avançada Engenharia Informática Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/09 - 2024/07 Planeamento e Tomada de Decisão Engenharia de Inteligência Artificial Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/02 - 2023/07 Aprendizagem Automática 2 Engenharia de Inteligência Artificial Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/02 - 2022/07 Engenharia de Software Engenharia de Inteligência Artificial Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Distinctions

Award

2018 IBM Award of Scientific Excellence with 3rd Prize to the Best Demonstration, for "Demonstration of Tools Control Center for Multi-Agent Energy Systems Simulation”

Other distinction

2023 MDPI Electronics Journal best paper
2020 Certificate of Merit for Master Degree
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2017 Certificate of Merit for Scientific Publications
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal