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Isabel Praça has PhD in Electrical and Computer Engineering- Industrial informatics, and a Pos-Doc, awarded by the Portuguese National Science Foundation with a scholarship (SFRH / BPD / 30111 / 2006). She is advisor of ISEP Presidency for R&D, Coordinator Professor at ISEP and Director of the Master on Informatics Engineering. She’s the responsible at ISEP, for the C-Academy and for C-Network, initiatives of the National Office for Security. She was member of the Pedagogical Council of ISEP for 4 years, and Sub-director of the Informatics Engineering Department for 6 years. She teaches on the MSc in AI, being the responsible for the courses Machine Learning 1 and Multi-agent Systems; and on the MSc in Informatics, in the Cybersecurity (CS) branch, where she is responsible for Security of Communications and Infrastructures, and for the Thesis course. She is senior Researcher at GECAD, Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, UIDP/00760/2020 and UIDB/00760/2020), a R&D unit ranked as Excellent by the Portuguese Science&Technology Foudation (FCT), where she leads a team working on Artificial Intelligence (AI) applied to cybersecurity (CS) and on the security of AI. She is also member of LASI (Associated Laboratory of Intelligent Systems LA/P/0104/2020), the Portuguese AI Associated Lab recognized by FCT. She is expert of the European Union (EU) Agency for Cybersecurity (ENISA), working actively in 2 Ad-hoc Working Groups (Security of AI; European Cybersecurity Skills Framework). She is also expert on the EU Community for European Research and Innovation for Security (CERIS), taking part on the subgroup ¿Fighting Crime and Terrorism and Critical Infrastructures. She is also representative of ISEP in the European Cybersecurity Organization (ECSO). Isabel was invited by European Comission (EC) as Expert to monitor and assess the execution of HORIZON projects from the topics of AI for CS, and she was evaluator of the HORIZON DEP proposals. She has around 240 scientific publications (55+ in scientific journals; near 3950 citations, h-index 31), participated in 35+ international (e.g. Horizon Europe, Horizon 2020, FP7, ITEA, CELTIC) and national (FCT, QREN, P2020) R&D projects, being PrincipaI investigator (PI) or Co-PI in 18 of them. 8 of the projects (4 H2020, 1 HORIZON DIH, 1 HORIZON-DIGITAL, 1 EUREKA ITEA, 2 EUREKA CELTIC) are international projects, where, apart from coordinating ISEP/GECAD team, she assumed the role of technical, scientific or impact coordinator of the international team. Within the scope of the projects she coordinates or collaborates, she had a strong connection with international and national companies (more than 100 companies), with technology transfer centers (10 centers). She has partnerships with entities from more than 30 countries. In her research and projects AI is successfully applied to different domains: CS: CYDERCO, CyberSec, VALU3S, SATIE, SAFECARE; Industry: SeCoIIA, Cyberfactory, MANTIS, InVALUE, NIS, PIANISM; Energy: SPET, MAS-Society, DREAM-GO, FUSE-IT, M2MGrids, GREEDI. She participates in the technical and scientific committees of several conferences and is an active member of IEEE. She is regularly invited as keynote speaker, some of the recent events: ENISA AI Cybersecurity Conference 2023 on the topic ¿AI benchmarking - objective assessment of AI properties and their role in AI systems safety and security¿; AI world Summit, on the panel ¿The cybersecurity arms race and how generative AI is changing the game¿; and Google ¿Advancing Cyber Security with AI¿. She¿s supervising 4 PhD in the domain of AI security and data privacy, she¿s been responsible for 3 research contracts and 45 MsC thesis, 38 of them finished. Participated in 5 juries for hiring researchers and 19 for junior researchers.
Identification

Personal identification

Full name
Isabel Cecília Correia da Silva Praça Gomes Pereira

Citation names

  • Praça, Isabel

Author identifiers

Ciência ID
C710-4218-1BFF
ORCID iD
0000-0002-2519-9859

Email addresses

  • icp@isep.ipp.pt (Professional)

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics
  • Exact Sciences - Computer and Information Sciences - Information Science

Languages

Language Speaking Reading Writing Listening Peer-review
English Intermediate (B1) Advanced (C1) Intermediate (B1) Advanced (C1)
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Beginner (A1) Intermediate (B1) Beginner (A1) Beginner (A1)
Spanish; Castilian Beginner (A1) Intermediate (B1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2006 - 2012
Concluded
Pos-Doc in Artificial Intelligence - Multi-Agent Systems (Pós-doutoramento)
Major in SFRH/BPD/30111/2006 - FCT support
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
na
2005
Concluded
Doutoramento em Engenharia Electrotécnica e de Computadores (Doutoramento)
Universidade de Trás-os-Montes e Alto Douro, Portugal
"Sistema Multi-Agente para Apoio à Negociação em Mercados de Electricidade" (THESIS/DISSERTATION)
Muito Bom - Distinção e Louvor , por unanimidade
1997
Concluded
Mestrado em Engenharia Electrotécnica e Computadores (Mestrado)
Universidade do Porto Faculdade de Engenharia, Portugal
"Balanceamento e Simulação de Linhas de Fabrico Manuais" (THESIS/DISSERTATION)
Muito Bom
1994
Concluded
Licenciatura em Engenharia Eletrotécnica e Computadores (Licenciatura)
Universidade do Porto Faculdade de Engenharia, Portugal
14
Affiliation

Science

Category
Host institution
Employer
1999 - Current Researcher (Research) 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
1996/10/14 - 2000/12/31 Researcher (Research) Centro CIM do ISEP - Centro de Investigação em Engenharia Aplicada, Portugal
1994/10/03 - 1996/10/10 Researcher (Research) Instituto de Sistemas e Robótica ISR - Pólo do Porto, Portugal
Instituto de Sistemas e Robótica ISR - Pólo do Porto, Portugal

Teaching in Higher Education

Category
Host institution
Employer
2020/11/16 - Current Teacher Coordinator (Polytechnic Teacher) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2006/12/20 - 2020/11/15 Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2016 - 2018 Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico do Porto, Portugal
2013 - 2016 Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2007/03/01 - 2008/09/30 Adjunct Teacher (Polytechnic Teacher) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
1996/10/14 - 2006/12/19 Assistant (Polytechnic Teacher) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Positions / Appointments

Category
Host institution
Employer
2024 - Current ISEP Coordinator of the C-Network North (an Initiative of the National Security Officce) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023 - Current ISEP Coordinator of the CAcademy (an initiative of the National Security Office) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/06/14 - Current Diretor of the Master on Informatics Engineering Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018/04/05 - Current Advisor of ISEP Presidency for R&D Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2008 - Current Member of GECAD Scientific Council 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

Others

Category
Host institution
Employer
2014/06/05 - 2018/05/05 Associate Director of the Informatics Engineering Department Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2012/06/05 - 2014/07/02 Member of the Pedagogical Council Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2008/10/01 - 2010/09/30 Member of the coordination team of ISEP MSc program in Informatics Enhgineering Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Projects

Grant

Designation Funders
2021/01 - 2025/12 Laboratório Associado de Sistemas Inteligentes
168241UID
LA/P/0104/2020
Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal

Universidade Nova de Lisboa Centro de Tecnologias e Sistemas, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal

Universidade do Minho, Portugal

Universidade do Porto Faculdade de Ciências, Portugal

Universidade do Porto Centro de Matemática, Portugal

Universidade Nova de Lisboa, Portugal

Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal

Universidade do Minho Instituto de Polímeros e Compósitos, Portugal

Universidade de Aveiro, Portugal

Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal

Universidade do Minho Centro ALGORITMI, Portugal

Universidade Nova de Lisboa Unidade de Investigação e Desenvolvimento em Engenharia Mecânica e Industrial, Portugal

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Universidade de Coimbra, Portugal

Universidade de Coimbra Departamento de Engenharia Civil, Portugal

Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

Instituto Politécnico do Cávado e do Ave, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing

Contract

Designation Funders
2024/10/01 - Current VESTA - Proactive protection against phishing-based ransomware
ITEA - 21011
Principal investigator
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Ongoing
2023/10/01 - Current CYber DEtection, Response and COllaboration
Principal investigator
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
European Commission
Ongoing
2023 - Current ATTRACT DIH (Digital Innovation Hub for ArTificial InTelligence and High-PeRformAnce CompuTing @ Portugal)
Coordinator at ISEP
2020 - Current VALU3S: Verification and Validation of Automated Systems Safety and Security
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Ongoing
2019/12/19 - Current SeCoIIA - Secure Collaborative Intelligent Industrial Assets
Principal investigator
Ongoing
2019/07 - Current Cyber Factory #1 PT – Desenvolvimento de capacidades para promover a otimização e resiliência das Fábricas do Futuro (ITEA 17032 CyberFactory#1)
040124
Principal investigator
Agência Nacional de Inovação SA
Ongoing
2019/05 - Current SATIE - Security of Air Transport Infrastructures
832969
Principal investigator
European Commission
Ongoing
2018/09 - Current SAFECARE - SAFEguard of Critical health infrastructure
787002
Principal investigator
European Commission
Ongoing
2018/07/26 - Current MAS-Society - Multi-Agent Systems SemantiC Interoperability for simulation and dEcision supporT in complex energY systems
PTDC/EEI-EEE/28954/2017
Co-Principal Investigator (Co-PI)
Fundação para a Ciência e a Tecnologia
Ongoing
2018/07/01 - Current SPET - Secure interactions and trusted Participation in local Electricity Trading
PTDC/EEI-EEE/29165/2017
Principal investigator
Fundação para a Ciência e a Tecnologia
Ongoing
2024/12/01 - 2028/06/30 Artificial Intelligence Deployable Agent - AIDA
101168202
Principal investigator
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
European Commission
Ongoing
2025/01/01 - 2027/12/31 SAFE - Security AI for Enhanced SOC
101190370
Principal investigator
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
European Commission
Ongoing
2025/01/01 - 2027/12/31 PHRESH - Patient Health Response in Emergent and Secure Habitats for Connected Healthcare
ITEA - 23010
Co-Principal Investigator (Co-PI)
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Ongoing
2020 - 2023/11/30 CYBERSecurity Scientific Competences and Innovation Potencial
CyberSec - NORTE2020
Principal investigator
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Ongoing
2021/05/01 - 2023/06/30 ForPharmacy
P2020-COMPETE-FEDER nr 070053
Principal investigator
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Ongoing
2021/04/01 - 2023/06/30 iCare4NextG
POCI-01-0247-FEDER-072265
Principal investigator
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Ongoing
2018/06 - 2021/05 BENEFICE - Building Resources Management towards flexible Contracted Power
PTDC/EEI-EEE/29070/2017
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
Ongoing
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
2017/07/01 - 2019/06/30 CONTEST - Agregação de consumidores para promover a participação ativa e a definição de tarifas na transação e prestação de serviços energéticos
SAICT-POL/23575/2016
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2015 - 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
Researcher
2015/05/01 - 2018/04/30 Cyber Physical System based Proactive Collaborative Maintenance
ECSEL/0004/2014
Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Universidade de Coimbra

Fundação para a Ciência e a Tecnologia
Concluded
2015/05 - 2018/04 MANTIS
Researcher
Concluded
2017 - 2018 DOMINOES Smart Distribution Grid: A Market Driven Approach for the Next Generation of Advanced Operation Models and Services
H2020 no. 771066
Researcher
Ongoing
2016 - 2018 GREEDI - Plataforma Inteligente e Segura para Gestão de Recursos Energéticos em Edifícios de Grande Dimensão
Researcher
2014/07 - 2017/12 InValue – Industrial Enterprise Asset Value Enablers
Researcher
2016 - 2017 NetEffiCity - Virtual Power Networks Efficient Managemtn
Researcher
2015 - 2017 AVIGAE - Assistente Virtual Inteligente para a Gestão Ativa da Energia em Edifícios
P2020-08/SI/2015-3401
Researcher
2014 - 2017 FUSE-IT- Facility Using smart Secured Energy & Information Technology
Co- Investigador Principal
2014 - 2017 M2MGrids - Smart M2M Grids for a Cyber-Physical Information Ecosystem
Researcher
Concluded
2013 - 2017 ELECON - Electricity Consumption Analysis to Promote Energy Efficiency Considering Demand Response and Non-technical Losses
Researcher
2014/01 - 2016/12 Smart Aware Energy Systems
Co- Investigador Principal
2012/04/01 - 2015/09/30 MAN-REM - Negociação Multi-agente e Gestão de Risco em Mercados de Energia Eléctrica
PTDC/EEA-EEL/122988/2010
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal

Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Laboratório Nacional de Energia e Geologia - Campus do Lumiar, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2012/04 - 2015/09 MAN-REM - Multi-agent Negotiation and Risk Management in Electricity Markets
Researcher
Fundação para a Ciência e a Tecnologia
2013 - 2015 GID-Microrede
2011/01/01 - 2013/12/31 Projecto Estratégico - UI 760 - 2011-2012
PEst-OE/EEI/UI0760/2011
PEst-OE/EEI/UI0760/2011 - FCT
Instituto Politécnico de Coimbra, Portugal

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2010/05 - 2013/11 ID-MaP - Intelligent Decision Support for Electricity Market Players
Researcher
Fundação para a Ciência e a Tecnologia
2010/04 - 2013/09 Agent_Based Electronic Market With Ontology-Services -- AEMOS
Researcher
Fundação para a Ciência e a Tecnologia
2010/05/01 - 2013/01/31 ID - Map ¿ Intelligent Decision Support for electricity market players (PTDC/EEA-EEL/099832/2008)
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
2007/10/01 - 2011/02/28 ViPDiGEM ¿ VIrtual power Producers and DIstributed Generation trading in Energy Markets (PTDCC/ENER/72889/2006)
PTDC/ENR/72889/2006
Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal

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
Universidade Nova de Lisboa Associação para a Inovação e Desenvolvimento da FCT

Fundação para a Ciência e a Tecnologia
Concluded
2007/10 - 2011/02 ViP-DiGEM - VIrtual power Producers and DIstributed Generation trading in Energy Markets
Researcher
Fundação para a Ciência e a Tecnologia
2005/07/15 - 2008/07/14 MASDScheGATS-Sistema Multi-Agente para Escalonamento Distribuído da Produção com Algoritmos Genéticos e Pesquisa Tabu
POCI/EME/61229/2004
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2005/07 - 2008/07 MASDScheGATS-Multi-Agent System for Distributed Manufacturing Scheduling with Genetic Algoritms and Tabu Search
Researcher
Fundação para a Ciência e a Tecnologia
2005/02/01 - 2008/01/31 Agents&Markets - Simulação de Mercados baseada em Agentes
POSC/EIA/56260/2004
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2005/02 - 2008/01 Agents&Markets - Agent based Market Simulation
Researcher
Fundação para a Ciência e a Tecnologia
Outputs

Publications

Book
  1. Rashid Mehmood; Victor Alves; Praça, Isabel; et. al.. Distributed Computing and Artificial Intelligence, Special Sessions I. Lectures Notes, Springer. 2023.
  2. Praça, Isabel; Maia, Eva; Philippe Geril. MODELLING AND SIMULATION 2022. EUROSIS-ET. 2022.
  3. John Soldatos; Praça, Isabel; Aleksandar Jovanovic. Cyber-Physical Threat Intelligence for Critical Infrastructures Security: Securing Critical Infrastructures in Air Transport, Water, Gas, Healthcare, Finance and Industry. Now Publishers. 2021.
    10.1561/9781680838237
Book chapter
  1. Tiago Fontes Dias; João Vitorino; Tiago Fonseca; Isabel Praça; Eva Maia; Maria João Viamonte. "Unravelling Network-Based Intrusion Detection: A Neutrosophic Rule Mining and Optimization Framework". 2024.
    10.1007/978-3-031-54129-2_4
  2. João Vitorino; Miguel Silva; Eva Maia; Isabel Praça. "An Adversarial Robustness Benchmark for Enterprise Network Intrusion Detection". 2024.
    10.1007/978-3-031-57537-2_1
  3. Ivone Amorim; Eva Maia; Pedro Barbosa; Isabel Praça. "Data Privacy with Homomorphic Encryption in Neural Networks Training and Inference". 2023.
    10.1007/978-3-031-38318-2_36
  4. Ivone Amorim; Pedro Barbosa; Eva Maia; Isabel Praça. "Privacy-Preserving NN for IDS: A Study on the Impact of TFHE Restrictions". 2023.
    10.1007/978-3-031-47198-8_7
  5. João Vitorino; Lourenço Rodrigues; Eva Maia; Isabel Praça; André Lourenço. "Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness Detection". 2023.
    10.1007/978-3-031-34344-5_13
  6. Nuno Oliveira; Norberto Sousa; Isabel Praça. "Deep Learning for Short-Term Instant Energy Consumption Forecasting in the Manufacturing Sector". 2023.
    10.1007/978-3-031-20859-1_17
  7. Tiago Dias; Arthur Batista; Eva Maia; Isabel Praça. "TestLab: An Intelligent Automated Software Testing Framework". 2023.
    10.1007/978-3-031-38318-2_35
  8. João Vitorino; Tiago Dias; Tiago Fonseca; Nuno Oliveira; Isabel Praça. "A Multi-policy Framework for Deep Learning-based Fake News Detection". 2023.
    10.1007/978-3-031-20859-1_13
  9. Tiago Dias; Tiago Fonseca; João Vitorino; Andreia Martins; Sofia Malpique; Isabel Praça. "From Data to Action: Exploring AI and IoT-Driven Solutions for Smarter Cities". 2023.
    10.1007/978-3-031-38333-5_5
  10. José Carneiro; Nuno Oliveira; Norberto Sousa; Eva Maia; Isabel Praça. "Machine Learning for Network-Based Intrusion Detection Systems: An Analysis of the CIDDS-001 Dataset". 2022.
    10.1007/978-3-030-86261-9_15
  11. Nuno Oliveira; Norberto Sousa; Isabel Praça. "A Search Engine for Scientific Publications: A Cybersecurity Case Study". 2022.
    10.1007/978-3-030-86261-9_11
  12. Sinan Wannous; Tiago Dias; Eva Maia; Isabel Praça; Ana Raquel Faria. "Multiple Domain Security Awareness for Factories of the Future". 2022.
    10.1007/978-3-031-18697-4_3
  13. João Vitorino; Rui Andrade; Isabel Praça; Orlando Sousa; Eva Maia. "A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection". 2022.
    10.1007/978-3-031-08147-7_13
  14. Tiago Dias; Nuno Oliveira; Norberto Sousa; Isabel Praça; Orlando Sousa. "A Hybrid Approach for an Interpretable and Explainable Intrusion Detection System". 1035-1045. Springer International Publishing, 2022.
    10.1007/978-3-030-96308-8_96
  15. Eva Maia; Bruno Reis; Isabel Praça; Adrien Becue; David Lancelin; Samantha Dauguet Demailly; Orlando Sousa. "Cyber Threat Monitoring Systems - Comparing Attack Detection Performance of Ensemble Algorithms". 2021.
    10.1007/978-3-030-69781-5_3
  16. Inês Macedo; Sinan Wanous; Nuno Oliveira; Orlando Sousa; Isabel Praça. "A Tool to Support the Investigation and Visualization of Cyber and/or Physical Incidents". 2021.
    10.1007/978-3-030-72654-6_13
  17. Rafael Oliveira; João P. Almeida; Isabel Praça; Rui Pedro Lopes; Tiago Pedrosa. "A Scalable, Real-Time Packet Capturing Solution". 2021.
    10.1007/978-3-030-91885-9_46
  18. Sinan Wannous; Isabel Praça; Rui Andrade. "Intelligence as a Service: A Tool for Energy Forecasting and Security Awareness". 2021.
    10.1007/978-3-030-85710-3_15
  19. Silva, J.; Praça, I.; Pinto, T.; Vale, Z.. "Energy consumption forecasting using ensemble learning algorithms". 2020.
    10.1007/978-3-030-23946-6_1
  20. Rui Andrade; Sandra Garcia-Rodriguez; Isabel Praca; Zita Vale. "A Two Tier Architecture for Local Energy Market Simulation and Control". 2020.
    10.1007/978-3-030-51999-5_25
  21. Rui Andrade; Tiago Pinto; Isabel Praça. "Trust Model for a Multi-agent Based Simulation of Local Energy Markets". 2020.
    10.1007/978-3-030-51999-5_15
  22. Bruno Reis; Eva Maia; Isabel Praça. "Selection and Performance Analysis of CICIDS2017 Features Importance". 2020.
    10.1007/978-3-030-45371-8_4
  23. Rocha, Ricardo; Praça, Isabel. "FullExpression Using Transfer Learning in the Classification of Human Emotions". In Ambient Intelligence – Software and Applications, 72-81. Springer International Publishing, 2020.
    10.1007/978-3-030-58356-9_8
  24. Maia, Eva; Praça, Isabel; Mantzana, Vasiliki; Gkotsis, Ilias; Petrucci, Paolo; Biasin, Elisabetta; Kamenjasevic, Erik; Lammari, Nadira. "8. Security Challenges for the Critical Infrastructures of the Healthcare Sector". In Cyber-Physical Threat Intelligence for Critical Infrastructures Security: A Guide to Integrated Cyber-Physical Protection of Modern Critical Infrastructures. Now Publishers, 2020.
    10.1561/9781680836875.ch8
  25. Alda Canito; Marta Fernandes; Luís Conceição; Isabel Praça; Goreti Marreiros. "A Big Data Platform for Industrial Enterprise Asset Value Enablers". 145-154. Springer International Publishing, 2019.
    10.1007/978-3-319-94649-8_18
  26. Silva, F.; Pinto, T.; Praça, I.; Vale, Z.. "Identifying Most Probable Negotiation Scenario in Bilateral Contracts with Reinforcement Learning". 2019.
    10.1007/978-3-030-16181-1_53
  27. Andrade, R.; Pinto, T.; Praça, I.; Vale, Z.. "UCB1 based reinforcement learning model for adaptive energy management in buildings". 2019.
    10.1007/978-3-319-99608-0_1
  28. Meira, J.; Andrade, R.; Praça, I.; Carneiro, J.; Marreiros, G.. "Comparative results with unsupervised techniques in cyber attack novelty detection". 2019.
    10.1007/978-3-030-01746-0_12
  29. Pinto, T.; Praça, I.; Vale, Z.; Santos, C.. "Collaborative reinforcement learning of energy contracts negotiation strategies". 2019.
    10.1007/978-3-030-24299-2_17
  30. 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
  31. Socorro, R.; Aguirregabiria, M.; Akçay, A.; Albano, M.; Anasagasti, M.; Aranburu, A.; Barbieri, M.; et al. "Success stories on real pilots". 311-496. 2018.
  32. 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.
  33. 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
  34. Marta Fernandes; Alda Canito; Verónica Bolón; Luís Conceição; Isabel Praça; Goreti Marreiros. "Predictive Maintenance in the Metallurgical Industry: Data Analysis and Feature Selection". 478-489. Springer International Publishing, 2018.
    10.1007/978-3-319-77703-0_47
  35. Teixeira, B.; Silva, F.; Pinto, T.; Santos, G.; Praça, I.; Vale, Z.. "Demonstration of tools control center for multi-agent energy systems simulation". 2018.
    10.1007/978-3-319-94580-4_37
  36. Pinheiro, G.; Vinagre, E.; Praça, I.; Vale, Z.; Ramos, C.. "Smart grids data management: A case for Cassandra". 2018.
    10.1007/978-3-319-62410-5_11
  37. Silva, F.; Faia, R.; Pinto, T.; Praça, I.; Vale, Z.. "Optimizing opponents selection in bilateral contracts negotiation with particle swarm". 2018.
    10.1007/978-3-319-94779-2_11
  38. Rodriguez-Fernandez, J.; Pinto, T.; Silva, F.; Praça, I.; Vale, Z.; Corchado, J.M.. "Reputation computational model to support electricity market players energy contracts negotiation". 2018.
    10.1007/978-3-319-94779-2_12
  39. Pinto, T.; Vale, Z.; Praça, I.; Gomes, L.; Faria, P.. "Multi-agent electricity markets and smart grids simulation with connection to real physical resources". 2018.
    10.1007/978-3-319-74263-2_11
  40. Santos, G.; Pinto, T.; Praça, I.; Vale, Z.. "Nord pool ontology to enhance electricity markets simulation in MASCEM". 2017.
    10.1007/978-3-319-65340-2_24
  41. Silva, F.; Teixeira, B.; Pinto, T.; Praça, I.; Marreiros, G.; Vale, Z.. "Decision support system for the negotiation of bilateral contracts in electricity markets". 2017.
    10.1007/978-3-319-61118-1_20
  42. 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
  43. Canito, A.; Fernandes, M.; Conceição, L.; Praça, I.; Santos, M.; Rato, R.; Cardeal, G.; Leiras, F.; Marreiros, G.. "An architecture for proactive maintenance in the machinery industry". 2017.
    10.1007/978-3-319-61118-1_31
  44. Pinto, T.; Vale, Z.; Praça, I.; Santos, G.. "Demonstration of ALBidS: Adaptive learning strategic bidding system". 2016.
    10.1007/978-3-319-39324-7_31
  45. Santos, G.; Pinto, T.; Vale, Z.; Praça, I.; Morais, H.. "Electricity markets ontology to support MASCEM’s simulations". 2016.
    10.1007/978-3-319-39387-2_33
  46. Freitas, A.; Praça, I.; Pinto, T.; Sousa, T.; Vale, Z.. "Network operator agent: Endowing MASCEM simulator with technical validation". 2016.
    10.1007/978-3-319-39387-2_32
  47. Santos, G.; Pinto, T.; Gomes, L.; Silva, M.; Morais, H.; Vale, Z.; Praça, I.. "Agent-based smart grid market simulation with connection to real infrastructures". 2015.
    10.1007/978-3-319-19033-4_24
  48. Pinto, T.; Santos, G.; Marques, L.; Sousa, T.M.; Praça, I.; Vale, Z.; Abreu, S.L.. "Solar intensity characterization using data-mining to support solar forecasting". 2015.
    10.1007/978-3-319-19638-1_22
  49. Pereira, R.; Sousa, T.M.; Pinto, T.; Praça, I.; Vale, Z.; Morais, H.; Pereira, Rafael; et al. "Strategic bidding for electricity markets negotiation using support vector machines". Springer, 2014.
    10.1007/978-3-319-07476-4_2
  50. Pereira, I.F.; Sousa, T.M.; Praça, I.; Freitas, A.; Pinto, T.; Vale, Z.; Morais, H.; et al. "Data extraction tool to analyse, transform and store real data from electricity markets". Springer, 2014.
    10.1007/978-3-319-07593-8_45
  51. Sousa, T.M.; Pinto, T.; Praça, I.; Vale, Z.; Morais, H.; Sousa, Tiago; Pinto, Tiago; et al. "Reinforcement learning based on the bayesian theorem for electricity markets decision support". Springer, 2014.
    10.1007/978-3-319-07593-8_18
  52. Fernandes, Ricardo; Santos, Gabriel; Praça, Isabel; Pinto, Tiago; Morais, Hugo; Pereira, Ivo; Vale, Zita; et al. "Elspot: Nord Pool Spot Integration in MASCEM Electricity Market Simulator". Springer, 2014.
    10.1007/978-3-319-07767-3_24
  53. Pereira, Ivo; Sousa, Tiago; Praça, Isabel; Freitas, Ana; Pinto, Tiago; Vale, Zita; Morais, Hugo. "Automatic Electricity Markets Data Extraction for Realistic Multi-agent Simulations". Springer, 2014.
    10.1007/978-3-319-07551-8_41
  54. Pinto, T.; Vale, Z.; Sousa, T.M.; Sousa, T.; Morais, H.; Praça, I.. "Particle Swarm Optimization of Electricity Market Negotiating Players Portfolio". 2014.
    10.1007/978-3-319-07767-3_25
  55. Santos, G.; Pinto, T.; Vale, Z.; Morais, H.; Praça, I.; Santos, Gabriel; Pinto, Tiago; et al. "Upper ontology for multi-agent energy systems' applications". Springer, 2013.
    10.1007/978-3-319-00551-5_73
  56. Pinto, Tiago; Praça, Isabel; Santos, Gabriel; Vale, Zita; Pinto, T.; Praça, I.; Santos, G.; Vale, Z.. "Demonstration of the Multi-Agent Simulator of Competitive Electricity Markets". Springer, 2013.
    10.1007/978-3-642-38073-0_36
  57. Pinto, Tiago; Morais, H.; Vale, Zita; Praça, Isabel. "Multi-agent negotiation for coalition formation and management in electricity markets". Bentham, 2012.
  58. Vale, Zita; Morais, H.; Pinto, Tiago; Praça, Isabel; Ramos, Carlos. "Electricity Markets Simulation: MASCEM Contributions to the Challenging Reality". Springer Berlin Heidelberg, 2012.
  59. Sousa, T.M.; Pinto, T.; Vale, Z.; Praça, I.; Morais, H.. "Adaptive learning in multiagent systems: A forecasting methodology based on error analysis". 2012.
    10.1007/978-3-642-28762-6_42
  60. Pinto, T.; Sousa, T.M.; Vale, Z.; Praça, I.; Morais, H.. "Metalearning in ALBidS: A strategic bidding system for electricity markets". 2012.
    10.1007/978-3-642-28762-6_30
  61. Pinto, T.; Vale, Z.; Rodrigues, F.; Morais, H.; Praça, I.; Pinto, Tiago; Vale, Zita; Rodrigues, Fátima; Praça, Isabel. "Strategic bidding methodology for electricity markets using adaptive learning". Springer Berlin Heidelberg, 2011.
    10.1007/978-3-642-21827-9_50
  62. Praça, Isabel; Viamonte, Maria João; Ramos, Carlos; Vale, Zita Maria Almeida do. "A Multi-Agent Market Simulator to Support Negotiation Decision Making". In Exploiting the Knowledge Economy: Issues, Applications and Case Studies, 1-8. .: IOS press, 2006.
    Published
Conference paper
  1. Fonseca, Tiago; Ferreira, Luis Lino; Cabral, Bernardo; Severino, Ricardo; Praça, Isabel. "EnergAIze: Multi Agent Deep Deterministic Policy Gradient for Vehicle to Grid Energy Management". Paper presented in SmartGridComm - Home IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, 2024.
    Submitted
  2. Praça, Isabel. "SCoPE: Evaluating LLMs for Software Vulnerability Detection". Paper presented in 21st International Conference on Distributed Computing and Artificial Intelligence, 2024, Salamanca, 2024.
  3. Praça, Isabel. "Adversarial Evasion Attack Efficiency against Large Language Models". Paper presented in 21st International Conference on Distributed Computing and Artificial Intelligence, 2024, Salamanca, 2024.
  4. Dias, André; Dias, Tiago; Maia, Eva; Praça, Isabel. "P2DS: A Holistic Approach to Psychiatric Disease Detection in Community Pharmacies". 2024.
    10.5220/0012568200003657
  5. Praça, Isabel. "FuzzTheREST: An Intelligent Automated Black-Box RESTful API Fuzzer". Paper presented in 21st International Conference on Distributed Computing and Artificial Intelligence, 2024, Salamanca, 2024.
  6. Dias, Tiago; João Vitorino; Tiago Fonseca; Praça, Isabel; Eva Maia; Maria Joao Viamonte. Corresponding author: Dias, Tiago. "Unravelling Network-based Intrusion Detection: A Neutrosophic Rule Mining and Optimization Framework". Paper presented in 28th European Symposium on Research in Computer Security (ESORICS), Hague, 2023.
    Accepted
  7. Fonseca, Tiago; Dias, Tiago; Vitorino, João; Ferreira, Luís Lino; Praça, Isabel. "A Low-Cost Multi-Agent System for Physical Security in Smart Buildings". Paper presented in ICCCN 2022, Manchester, 2022.
    Accepted • 10.48550/ARXIV.2209.00741
  8. Wannous, Sinan; Praça, Isabel; Andrade, Rui; Ramos, Sérgio. Corresponding author: Wannous, Sinan. "Photovoltaic Generation Forecasting - A Case Study". Paper presented in The Twelfth International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies, Venice, 2022.
    Published
  9. Andrade, Rui; Vitorino, João; Wannous, Sinan; Maia, Eva; Praça, Isabel. "LEMMAS: a secured and trusted Local Energy Market simulation system". 2022.
    10.1109/EEM54602.2022.9921159
  10. Nuno Oliveira; Norberto Sousa; Jorge Oliveira; Isabel Praca. "Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space". 2021.
    10.1109/SIN54109.2021.9699339
  11. "A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection". Paper presented in International Symposium on Foundations & Practice of Security, Paris, 2021.
    Published
  12. "A Hybrid Approach for an Interpretable and Explainable Intrusion Detection System". 2021.
  13. Kopke, Corinna; Konig, Louis; Faist, Katja; Fehling-Kaschek, Mirjam; Finger, Jorg; Stolz, Alexander; Burke, Kelly; et al. "Security and Resilience for Airport Infrastructure". Paper presented in 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference, 2020.
    Accepted
  14. Kopke, Corinna; Srivastava, Kushal; Koenig, Louis; Miller, Natalie; Fehling-Kaschek, Mirjam; Burke, Kelly; Mangini,Matteo; et al. "Impact Propagation in Airport Systems". Paper presented in Cyber-Physical Security for Critical Infrastructures Protection, Guildford, 2020.
  15. Pinto, Angelo; Pinto, Tiago; Praça, Isabel; Vale, Zita. "Classification of local energy trading negotiation profiles using artificial neural networks". Paper presented in PESGM 2019 ¿ 2019 IEEE PES General Meeting, Atlanta, 2019.
    10.1109/pesgm40551.2019.8973600
  16. Praca, I.; Ramos, S.; Andrade, R.; Silva, A.S.D.; Sica, E.T.. "Analysis and Simulation of Local Energy Markets". 2019.
    10.1109/EEM.2019.8916524
  17. Jozi, A.; Pinto, T.; Praça, I.; Vale, Z.. "Day-ahead forecasting approach for energy consumption of an office building using support vector machines". 2019.
    10.1109/SSCI.2018.8628734
  18. Pinto, A.; Pinto, T.; Praca, I.; Vale, Z.; Faria, P.. "Clustering-based negotiation profiles definition for local energy transactions". 2018.
    10.1109/SmartGridComm.2018.8587572
  19. Jozi, A.; Pinto, T.; Praça, I.; Vale, Z.; Soares, J.. "Day ahead electricity consumption forecasting with MOGUL learning model". 2018.
    10.1109/IJCNN.2018.8489134
  20. Pinto, A.; Pinto, T.; Silva, F.; Praca, I.; Vale, Z.; Corchado, J.M.. "Automated combination of bilateral energy contracts negotiation tactics". 2018.
    10.1109/PESGM.2018.8586003
  21. Tamani, N.; Ahvar, S.; Santos, G.; Istasse, B.; Praca, I.; Brun, P.-E.; Ghamri, Y.; Crespi, N.; Becue, A.. "Rule-based model for smart building supervision and management". 2018.
    10.1109/SCC.2018.00009
  22. Rodriguez-Fernandez, J.; Pinto, T.; Silva, F.; Praca, I.; Vale, Z.; Corchado, J.M.. "Bilateral contract prices estimation using a Q-leaming based approach". 2018.
    10.1109/SSCI.2017.8285198
  23. Jozi, A.; Pinto, T.; Praca, I.; Ramos, S.; Vale, Z.; Goujon, B.; Petrisor, T.. "Energy consumption forecasting using neuro-fuzzy inference systems: Thales TRT building case study". 2018.
    10.1109/SSCI.2017.8285200
  24. Becue, A.; Fourastier, Y.; Praca, I.; Savarit, A.; Baron, C.; Gradussofs, B.; Pouille, E.; Thomas, C.. "CyberFactory#1 - Securing the industry 4.0 with cyber-ranges and digital twins". 2018.
    10.1109/WFCS.2018.8402377
  25. Teixeira, B.; Silva, F.; Pinto, T.; Santos, G.; Praca, I.; Vale, Z.. "TOOCC: Enabling heterogeneous systems interoperability in the study of energy systems". 2018.
    10.1109/PESGM.2017.8274338
  26. SILVA, Francisco; Santos, Gabriel; Praça, Isabel; Vale, Zita. "A context-based building security alarm through power and sensors analysis". Paper presented in 7th DACH+ Conference on Energy Informatics, 2018.
    10.1186/s42162-018-0045-z
  27. Teixeira, Brígida; Pinto, Tiago; Santos, Gabriel; Praça, Isabel; Vale, Zita. "Framework to Enable Heterogeneous Systems Interoperability". Paper presented in 2nd DREAM-GO Workshop ¿ Real-time demand response and intelligent direct load control, Salamanca, 2017.
  28. Vinagre, E.; Pinto, T.; Praca, I.; Gomes, L.; Soares, J.; Vale, Z.. "Shared intelligence platform for collaborative simulations using sequences of algorithms: An electricity market participation case study". 2017.
    10.1109/PTC.2017.7981228
  29. Santos, G.; Pinto, T.; Praca, I.; Vale, Z.. "EPEX ontology: Enhancing agent-based electricity market simulation". 2017.
    10.1109/ISAP.2017.8071411
  30. 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
  31. Ahvar, S.; Santos, G.; Tamani, N.; Istasse, B.; Praca, I.; Brun, P.-E.; Ghamri, Y.; Crespi, N.. "Ontology-based model for trusted critical site supervision in FUSE-IT". 2017.
    10.1109/ICIN.2017.7899430
  32. Pouyllau, H.; Istasse, B.; Ahvar, S.; Crespi, N.; Praça, I.; Garcia-Rodriguez, S.; Mengusoglu, E.; et al. "FUSE-IT: Enhancing critical site supervision with cross-domain key performance indicators". 2017.
    10.1109/GIIS.2016.7814850
  33. 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
  34. Praca, I.; Soares, J.; Gomes, L.; Vinagre, E.; Vale, Z.; Belhaj, L.A.; Praça, Isabel; et al. "Shared Intelligence for smart grids management". 2017.
    10.1109/SSCI.2016.7849855
  35. Jozi, A.; Pinto, T.; Praca, I.; Silva, F.; Teixeira, B.; Vale, Z.; Jozi, Aria; et al. "Energy consumption forecasting based on Hybrid Neural Fuzzy Inference System". 2017.
    10.1109/SSCI.2016.7849859
  36. Belhaj, Lamya; Aubineau, Antoine; Cannieux, Antoine; Rioult, Salomé; Praça, Isabel; Vale, Zita Maria Almeida do. "Simulation of Electric Vehicle Battery Behaviour for Frequency Regulation Use: Profitability Versus Mobility Constraints and Grid Needs". Paper presented in GREEN 2016 ¿ The First International Conference on Green Communications, Computing and Technologies, Nice, 2016.
  37. Pinto, T.; Silva, H.; Vale, Z.; Santos, G.; Praca, I.. "Pan-European Electricity Market Simulation Considering the European Power Network Capacities". 2016.
    10.1109/DEXA.2015.36
  38. Santos, G.; Fernandes, R.; Pinto, T.; Praça, I.; Vale, Z.; Morais, H.. "MASCEM: EPEX SPOT Day-Ahead market integration and simulation". 2015.
    10.1109/ISAP.2015.7325554
  39. 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
  40. 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
  41. Pinto, T.; Barreto, J.; Praça, I.; Santos, G.; Vale, Z.; Solteiro Pires, E.J.. "Multi-agent based metalearner using genetic algorithm for decision support in electricity markets". 2015.
    10.1109/ISAP.2015.7325561
  42. Pinto, T.; Santos, G.; Vale, Z.; Praca, I.; Lopes, F.; Algarvio, H.. "Realistic multi-agent simulation of competitive electricity markets". 2014.
    10.1109/DEXA.2014.36
  43. Pinto, T.; Santos, G.; Pereira, I.F.; Fernandes, R.; Sousa, T.M.; Praca, I.; Vale, Z.; et al. "Towards a unified European electricity market: The contribution of data-mining to support realistic simulation studies". 2014.
    10.1109/PESGM.2014.6939565
  44. Ramos, Sérgio; Praça, Isabel; Vale, Zita; Sousa, Tiago; Faria, Vera. "Load Profiling Tool to Support Smart Grid Operation Scenarios". 2014.
    10.1109/TDC.2014.6863352
  45. Lopes, Fernando; Algarvio, Hugo; Sousa, Jorge A. M.; Helder Coelho; Pinto, Tiago; Santos, Gabriel; Zita Vale; et al. "Multi-agent simulation of bilateral contracting in competitive electricity markets". 2014.
    10.1109/DEXA.2014.40
  46. Marques, Luís; Pinto, Tiago; Sousa, Tiago; Praça, Isabel; Vale, Zita; Abreu, Samuel L.. "Solar Intensity Forecasting using Artificial Neural Networks and Support Vector Machines". 2014.
  47. Pinto, Tiago; Santos, Gabriel; Vale, Zita; Praça, Isabel; Lopes, Fernando; Algarvio, Hugo. "Realistic Multi-Agent Simulation of Competitive Electricity Markets". 2014.
    10.1109/DEXA.2014.36
  48. Teixeira, Brígida; Silva, Francisco; Pinto, Tiago; Praça, Isabel; Santos, Gabriel; Vale, Zita. "Data Mining Approach to support the Generation of Realistic Scenarios for Multi-Agent simulation of Electricity Markets". 2014.
    10.1109/IA.2014.7009452
  49. Ramos, S.; Praça, I.; Vale, Z.; Sousa, T.M.; Faria, V.. "Load profiling tool to support smart grid operation scenarios". 2014.
  50. Santos, G.; Praca, I.; Pinto, T.; Ramos, S.; Vale, Z.. "Scenarios generation for multi-agent simulation of electricity markets based on intelligent data analysis". 2013.
    10.1109/IA.2013.6595183
  51. Pinto, T.; Sousa, T.M.; Barreira, E.; Praca, I.; Vale, Z.. "Metalearner based on dynamic neural network for strategic bidding in electricity markets". 2013.
    10.1109/DEXA.2013.48
  52. Oliveira, P.; Pinto, T.; Praca, I.; Vale, Z.; Morais, H.. "Intelligent micro grid management using a multi-agent approach". 2013.
    10.1109/PTC.2013.6652263
  53. Santos, G.; Pinto, T.; Vale, Z.; Morais, H.; Praca, I.. "MASCEM restructuring: Ontologies for scenarios generation in power systems simulators". 2013.
    10.1109/PESMG.2013.6672916
  54. Barreto, João; Praça, Isabel; Pinto, Tiago; Sousa, Tiago; Vale, Zita; Barreto, J.; Praca, I.; et al. "Adapting Meeting Tools to Agent Decision". 2013.
    10.1109/EAIS.2013.6604102
  55. Pinto, Tiago; Sousa, Tiago; Barreira, Elisa; Praça, Isabel; Vale, Zita. "Metalearner based on Dynamic Neural Network for Strategic Bidding in electricity Markets". 2013.
    10.1109/DEXA.2013.49
  56. Santos, Gabriel; Praça, Isabel; Pinto, Tiago; Ramos, Sérgio; Vale, Zita. "Scenarios Generation for Multi-Agent simulation of Electricity Markets based on Intelligent Data Analysis". 2013.
    10.1109/IA.2013.6595183
  57. Santos, Gabriel; Pinto, Tiago; Vale, Zita; Praça, Isabel; Morais, Hugo. "Virtual Power Players Internal Negotiation and Management in MASCEM". 2013.
  58. Pereira, Ivo F.; Praça, Isabel; Pinto, Tiago; Sousa, Tiago; Freitas, Ana; Vale, Zita. "An automatic tool to Extract, Transform and Load data from real electricity markets". 2013.
  59. Pinto, T.; Sousa, T.M.; Vale, Z.; Morais, H.; Praca, I.; Pinto, Tiago; Sousa, Tiago; Vale, Zita; Praça, Isabel. "Intelligent decision making in electricity markets: Simulated annealing Q-Learning". 2012.
    10.1109/PESGM.2012.6345606
  60. Santos, Gabriel; Pinto, Tiago; Vale, Zita; Morais, H.; Praça, Isabel; Santos, G.; Pinto, T.; Vale, Z.; Praca, I.. "Balancing market integration in MASCEM electricity market simulator". 2012.
    10.1109/PESGM.2012.6345652
  61. Praça, I.; Sousa, T.M.; Freitas, A.; Pinto, T.; Vale, Z.; Silva, M.. "Adaptive tool for automatic data collection of real electricity markets". 2012.
    10.1109/DEXA.2012.79
  62. Santos, G.; Pinto, T.; Morais, H.; Vale, Z.; Praça, I.. "Multi-agent simulation of continental, regional, and micro electricity markets". 2012.
    10.1109/DEXA.2012.78
  63. Santos, G.; Pinto, T.; Morais, H.; Praca, I.; Vale, Z.; Santos, Gabriel; Pinto, Tiago; Praça, Isabel; Vale, Zita. "Complex market integration in MASCEM electricity market simulator". 2011.
    10.1109/EEM.2011.5953019
  64. Vale, Z.; Pinto, T.; Morais, H.; Praça, I.; Faria, P.; Vale, Zita; Pinto, Tiago; Praça, Isabel; Faria, Pedro. "VPP's multi-level negotiation in smart grids and competitive electricity markets". 2011.
    10.1109/PES.2011.6039847
  65. Pinto, Tiago; Vale, Zita; Rodrigues, Fátima; Praça, Isabel; Morais, H.; Pinto, T.; Vale, Z.; Rodrigues, F.; Praça, I.. "Multiagent system for adaptive strategy formulation in electricity markets". 2011.
    10.1109/IA.2011.5953609
  66. Pinto, Tiago; Vale, Zita; Rodrigues, Fátima; Praça, Isabel; Morais, H.; Pinto, T.; Vale, Z.; Rodrigues, F.; Praça, I.. "Cost dependent strategy for electricity markets bidding based on adaptive reinforcement learning". 2011.
    10.1109/ISAP.2011.6082167
  67. Pinto, T.; Vale, Z.A.; Morais, H.; Praça, I.; Ramos, C.; Pinto, Tiago; Vale, Zita; Praça, Isabel; Ramos, Carlos. "Multi-agent based electricity market simulator with VPP: Conceptual and implementation issues". 2009.
    10.1109/PES.2009.5275565
  68. Praça, I.; Morais, H.; Ramos, C.; Vale, Z.A.; Praça, Isabel; Ramos, Carlos; Vale, Zita. "Seller, buyer and VPP agents behavior on a simulated electricity market". 2009.
    10.1109/PTC.2009.5281983
  69. Morais, H.; Vale, Zita; Ramos, Carlos; Praça, Isabel; Vale, Z.A.; Ramos, C.; Praça, I.. "Virtual power producers simulation - negotiating renewable distributed generation in competitive electricity markets". 2009.
    10.1109/SAE.2009.5534829
  70. Praça, Isabel; Viamonte, Maria João; Morais, H.; Vale, Zita; Ramos, Carlos. "Multi-agent systems and birtual producers in electronic marketplaces". 2009.
  71. Oliveira, Pedro; Pinto, Tiago; Morais, H.; Vale, Zita; Praça, Isabel; Oliveira, P.; Pinto, T.; Vale, Z.A.; Praça, I.. "MASCEM - an electricity market simulator providing coalition support for virtual power players". 2009.
    10.1109/ISAP.2009.5352933
  72. Praça, I.; Morais, H.; Ramos, C.; Vale, Z.; Khodr, H.; Praça, Isabel; Ramos, Carlos; Vale, Zita; Khodr, H. M.. "Multi-agent electricity market simulation with dynamic strategies & Virtual Power Producers". 2008.
    10.1109/PES.2008.4596710
  73. Praça, Isabel; Viamonte, Maria João; Vale, Zita; Ramos, Carlos; Praça, I.; Viamonte, M.J.; Vale, Z.; Ramos, C.. "Agent-based simulation of electronic marketplaces with decision support". 2008.
    10.1145/1363686.1363689
  74. Morais, H.; Cardoso, Marilio; Khodr, H. M.; Praça, Isabel; Vale, Zita; Cardoso, M.; Khodr, H.; et al. "Virtual power producers market strategies". 2008.
    10.1109/EEM.2008.4579099
  75. Praça, Isabel; Andrade, André; Morais, H.; Cardoso, Marilio; Ramos, Carlos; Vale, Zita; Praça, I.; et al. "A multi-agent system for the support of producer coalition formation in electricity markets". 2008.
    10.1145/1363686.1363708
  76. Morais, H.; Cardoso, Marilio; Castanheira, Luís; Vale, Zita; Praça, Isabel; Cardoso, M.; Castanheira, L.; Vale, Z.A.; Praça, I.. "VPPs information needs for effective operation in competitive electricity markets". 2007.
    10.1109/INDIN.2007.4384898
  77. Morais, H.; Cardoso, Marilio; Saleiro, N.; Castanheira, Luís; Vale, Zita; Praça, Isabel. "Importance of technologies characteristics for VPPs". 2007.
  78. Praça, Isabel; Andrade, André; Morais, H.; Ramos, Carlos; Vale, Zita; Praça, I.; Andrade, A.; Ramos, C.; Vale, Z.. "MASCEM improvement for agent based coalitions". 2007.
  79. Praça, Isabel; Viamonte, Maria João; Ramos, Carlos; Vale, Zita; Praça, I.; Viamonte, M.J.; Ramos, C.; Vale, Z.. "Learning business strategies for competitive electronic marketplaces". 2007.
    10.1109/AINAW.2007.219
  80. Praça, Isabel; Morais, Hugo; Cardoso, Marilio; Ramos, Carlos; Vale, Zita. "Virtual Power Producers Integration Into MASCEM". Paper presented in 8th IFIP Working Conference on Virtual Enterprises – PRO-VE 2007, Guimarães, Portugal, 2007.
    Published
  81. Viamonte, M.J.; Praça, I.; Ramos, C.; Vale, Z.. "Decision making in an agent-based marketplace". 2006.
    10.1109/CIMCA.2006.79
  82. Viamonte, M.J.; Praça, I.; Ramos, C.; Vale, Z.. "Simulation of an agent-based marketplace". 2006.
  83. Praça, Isabel; Ramos, Carlos; Vale, Zita. "Integrating Virtual Power Producers into MASCEM Simulator". Paper presented in 6th WSEAS International Conference on Power Systems (PE ¿06), Lisboa, Portugal, 2006.
    Published
  84. Morais, Hugo; Cardoso, Marilio; Castanheira, Luis; Vale, Zita; Praça, Isabel. "Reserve Management for Virtual Power Producers". Paper presented in Second International Conference on Knowledge Engineering and Decision Support (ICKEDS 2006), Lisboa, Portugal, 2006.
    Published
  85. Praça, Isabel; Ramos, Carlos; Vale, Zita; Cordeiro, Manuel. "Multi-Agent Simulator for Electricity Markets: Integrating Virtual Power Producers". Paper presented in Second International Conference on Knowledge Engineering and Decision Support (ICKEDS 2006), Lisboa, Portugal, 2006.
    Published
  86. Morais, Hugo; Cardoso, Marilio; Castanheira, Luis; Vale, Zita; Praça, Isabel. "Producers and Virtual Power Producers". Paper presented in 6th WSEAS International Conference on Power Systems (PE ¿06), Lisboa, Portugal, 2006.
    Published
  87. Praça, I.; Ramos, C.; Vale, Z.; Cordeiro, M.. "Negotiation protocols for electricity spot market multi-agent simulation". 2005.
  88. Praça, Isabel; Ramos, Carlos; Vale, Zita; Cordeiro, Manuel. "Simulação Multi-Agente de Negociações em Mercados Spot de Electricidade". Paper presented in WTIASP ¿ Workshop de Técnicas Inteligentes Aplicadas a Sistemas de Potência, VII SBAI ¿ Simpósio Brasileiro de Automação Inteligente, São Luís, Maranhão, Brasil, 2005.
    Published
  89. Praça, Isabel; Ramos, Carlos; Vale, Zita; Cordeiro, Manuel; Ramos, Carlos; Vale, Zita. "Simulador Multi-Agente de Mercados de Energia Eléctrica: Análise Experimental de Cenários". Paper presented in 7º Congreso Interamericano de Computacion Aplicada a la Industria de Procesos (CAIP¿2005), Vila Real, Portugal, 2005.
    Published
  90. Praça, Isabel; Ramos, Carlos; Vale, Zita; Cordeiro, Manuel. "A Multi-Agent System to support Decision Making in Electricity Markets". Paper presented in International Conference on Knowledge Engineering and Decision Support (ICKEDS´04), Porto, Portugal, 2004.
    Published
  91. Praça, Isabel; Ramos, Carlos; Vale, Zita; Cordeiro, Manuel. "Agent Strategies in Multi-Period Negotiations for Electricity Markets". Paper presented in IASTED International Conference on Artificial Intelligence and Applications, Málaga, Espanha, 2002.
    Published
  92. Praça, Isabel; Ramos, Carlos; Vale, Zita; Cordeiro, Manuel. "A Multi-Negotiation Period Prototype for Competitive Electricity Markets Simulation". Paper presented in International Conference on Fuzzy Systems and Soft Computational Intelligence in Management and Industrial Engineering, Istambul, Turquia, 2002.
    Published
  93. Praça, Isabel; Ramos, Carlos; Vale, Zita; Cordeiro, Manuel. "A Multi-Agent Simulation Prototype for Decision Support in Electricity Markets". Paper presented in 2002 AI, Simulation and Planning in High Autonomy Systems, Lisboa, Portugal, 2002.
    Published
  94. Praça, Isabel; Ramos, Carlos; Vale, Zita; Cordeiro, Manuel. "Strategic Agents in Multi-Period Negotiation Electricity Markets". Paper presented in IASTED International Conference on Artificial Intelligence and Applications, Málaga, 2002.
  95. Praça, I.; Ramos, C.; Vale, Z.A.. "Competitive electricity markets: Simulation to improve decision making". 2001.
    10.1109/PTC.2001.964620
  96. Praça, Isabel; Ramos, Carlos; Vale, Zita. "Modelling and Simulation of Electricity Markets: Game Theory to improve Decision Support". Paper presented in 15th European Simulation Multiconference, Praga, República Checa, 2001.
    Published
  97. Praça, Isabel; Ramos, Carlos; Vale, Zita. "Multi-Agent Simulation of Electricity Markets". Paper presented in Second Workshop on Agent Based Simulation, Passau, Alemanha, 2001.
    Published
  98. Vale, Zita; Ramos, Carlos; Dias, F. Maurício; Praça, Isabel. "Multi-Agent System for Electricity Market Simulation". Paper presented in International NAISO Congress on Information Science Innovations (ISI'2001), Dubai, U.A.E., 2001.
    Published
  99. Praça, Isabel; Ramos, Carlos; Vale, Zita Maria Almeida do. "Modelização de Mercados Competitivos de Energia". Paper presented in 5º Encontro Nacional do Colégio de Engenharia Electrotécnica da Ordem dos Engenheiros, Matosinhos, 2001.
    Published
  100. Praça, Isabel; Ramos, Carlos; Vale, Zita Maria Almeida do. "Modelo para o mercado de energia baseado em agentes inteligentes e simulação". Paper presented in 2as Jornadas Científicas do ISEP, Porto, 2001.
    Published
  101. Ramos, Carlos; Almeida, Ana; Madureira, Ana; Praça, Isabel; Marinho, Jose; Tavares, Jose. "A Decision Support System for the Evolution of Manufacturing Systems". Paper presented in International Conference on Artificial and Computational Intelligence for Decision, Control and Automation in Engineering and Industrial Applications, Monastir, 2000.
  102. Praça, Isabel; Ramos, Carlos. "Balancing of Assembly Lines with a Multi-Agent Simulation approach". Paper presented in Workshop on Agent-Based Simulation, Passau, 2000.
  103. Ramos, Carlos; Almeida,, Ana; Praça, Isabel; Braganca, Alexandre; Marinho, José. "SABP ¿ a system for Planning and Line Balancing support". Paper presented in First International Workshop on Intelligent Manufacturing Systems, 1998.
Journal article
  1. Praça, Isabel. "Dynamically predicting comprehension difficulties through physiological data and intelligent wearables". Scientific Reports 14 (2024): https://www.nature.com/articles/s41598-024-63654-z.
    Published
  2. Hijazi, Haytham; Gomes, Miguel; Castelhano, João; Castelo-Branco, Miguel; Praça, Isabel; de Carvalho, Paulo; Madeira, Henrique. "Dynamically predicting comprehension difficulties through physiological data and intelligent wearables". Scientific Reports 14 1 (2024): http://dx.doi.org/10.1038/s41598-024-63654-z.
    10.1038/s41598-024-63654-z
  3. João Vitorino; Miguel Silva; Eva Maia; Isabel Praça. "Reliable feature selection for adversarially robust cyber-attack detection". Annals of Telecommunications (2024): https://doi.org/10.1007/s12243-024-01047-z.
    10.1007/s12243-024-01047-z
  4. Praça, Isabel. "Challenges and efforts in managing AI trustworthiness risks: a state of knowledge". Frontiers in Big Data 7 (2024):
    Published
  5. Vitorino, João; Praça, Isabel; Maia, Eva. "SoK: Realistic adversarial attacks and defenses for intelligent network intrusion detection". Computers & Security 134 (2023): 103433. http://dx.doi.org/10.1016/j.cose.2023.103433.
    10.1016/j.cose.2023.103433
  6. Dias, Tiago; Vitorino, João; Maia, Eva; Sousa, Orlando; Praça, Isabel. "KeyRecs: A keystroke dynamics and typing pattern recognition dataset". Data in Brief 50 (2023): 109509. http://dx.doi.org/10.1016/j.dib.2023.109509.
    10.1016/j.dib.2023.109509
  7. Eva Maia; Pedro Vieira; Isabel Praça. "Empowering Preventive Care with GECA Chatbot". Healthcare (2023): https://doi.org/10.3390/healthcare11182532.
    10.3390/healthcare11182532
  8. Ko, Hoon; Praça, Isabel; Choi, Seong Gon. "Anomaly detection analysis based on correlation of features in graph neural network". Multimedia Tools and Applications 83 9 (2023): 25487-25501. http://dx.doi.org/10.1007/s11042-023-15635-z.
    10.1007/s11042-023-15635-z
  9. João Vitorino; Isabel Praça; Eva Maia. "Towards adversarial realism and robust learning for IoT intrusion detection and classification". Annals of Telecommunications (2023): https://doi.org/10.1007/s12243-023-00953-y.
    10.1007/s12243-023-00953-y
  10. MARTINS, ANDREIA; Maia, Eva; Praça, Isabel. "Sistema de apoio à decisão clínica para prevenção de interações medicamento-erva/planta". RevSALUS - Revista Científica da Rede Académica das Ciências da Saúde da Lusofonia 5 Sup (2023): 103-103. http://dx.doi.org/10.51126/revsalus.v5isup.638.
    10.51126/revsalus.v5isup.638
  11. Artemisa R. Dores; Miguel Peixoto; Maria Castro; Catarina Sá; Irene P. Carvalho; Andreia Martins; Eva Maia; Isabel Praça; António Marques. "Knowledge and Beliefs about Herb/Supplement Consumption and Herb/Supplement–Drug Interactions among the General Population, including Healthcare Professionals and Pharmacists: A Systematic Review and Guidelines for a Smart Decision System". Nutrients (2023): https://doi.org/10.3390/nu15102298.
    10.3390/nu15102298
  12. Eva Maia; Sinan Wannous; Tiago Dias; Isabel Praça; Ana Faria. "Holistic Security and Safety for Factories of the Future". Sensors (2022): https://doi.org/10.3390/s22249915.
    10.3390/s22249915
  13. Eva Maia; Norberto Sousa; Nuno Oliveira; Sinan Wannous; Orlando Sousa; Isabel Praça. "SMS-I: Intelligent Security for Cyber–Physical Systems". Information (2022): https://doi.org/10.3390/info13090403.
    10.3390/info13090403
  14. Norberto Sousa; Nuno Oliveira; Isabel Praca. "Machine Reading at Scale: A Search Engine for Scientific and Academic Research". Systems (2022): https://www.mdpi.com/2079-8954/10/2/43.
    10.3390/systems10020043
  15. João Vitorino; Nuno Oliveira; Isabel Praça. "Adaptative Perturbation Patterns: Realistic Adversarial Learning for Robust Intrusion Detection". Future Internet 14 4 (2022): 108-108. https://doi.org/10.3390/fi14040108.
    10.3390/fi14040108
  16. Rui Andrade; Sinan Wannous; Tiago Pinto; Isabel Praça. "Extending a Trust model for Energy Trading with Cyber-Attack Detection". Electronics (2021): https://doi.org/10.3390/electronics10161975.
    10.3390/electronics10161975
  17. Hoon Ko; Kwangcheol Rim; Isabel Praça. "Influence of Features on Accuracy of Anomaly Detection for an Energy Trading System". Sensors 21 12 (2021): 4237-4237. https://doi.org/10.3390/s21124237.
    10.3390/s21124237
  18. Rui Andrade; Isabel Praça; Sinan Wannous; Sergio Ramos. "The Impact of Attacks in LEM and Prevention Measures Based on Forecasting and Trust Models". Processes 9 2 (2021): 314-314. https://doi.org/10.3390/pr9020314.
    10.3390/pr9020314
  19. Adrien Bécue; Isabel Praça; João Gama. "Artificial intelligence, cyber-threats and Industry 4.0: challenges and opportunities". Artificial Intelligence Review (2021): https://doi.org/10.1007/s10462-020-09942-2.
    10.1007/s10462-020-09942-2
  20. Hoon Ko; Isabel Praça. "Design of a Secure Energy Trading Model Based on a Blockchain". Sustainability 13 4 (2021): 1634-1634. https://doi.org/10.3390/su13041634.
    10.3390/su13041634
  21. Tiago Pinto; Isabel Praça; Zita Vale; Jose Silva. "Ensemble learning for electricity consumption forecasting in office buildings". Neurocomputing (2021): https://doi.org/10.1016/j.neucom.2020.02.124.
    10.1016/j.neucom.2020.02.124
  22. Oliveira, Jorge; Praca, Isabel. "On the Usage of Pre-Trained Speech Recognition Deep Layers to Detect Emotions". IEEE Access 9 (2021): 9699-9705. http://dx.doi.org/10.1109/access.2021.3051083.
    10.1109/access.2021.3051083
  23. Adrien Bécue; Eva Maia; Linda Feeken; Philipp Borchers; Isabel Praça. "A New Concept of Digital Twin Supporting Optimization and Resilience of Factories of the Future". Applied Sciences 10 13 (2020): 4482-4482. https://doi.org/10.3390/app10134482.
    10.3390/app10134482
  24. Marta Fernandes; Alda Canito; Verónica Bolón-Canedo; Luís Conceição; Isabel Praça; Goreti Marreiros. "Data analysis and feature selection for predictive maintenance: A case-study in the metallurgic industry". International Journal of Information Management 46 (2019): 252-262. https://doi.org/10.1016/j.ijinfomgt.2018.10.006.
    10.1016/j.ijinfomgt.2018.10.006
  25. Meira, J.; Andrade, R.; Praça, I.; Carneiro, J.; Bolón-Canedo, V.; Alonso-Betanzos, A.; Marreiros, G.. "Performance evaluation of unsupervised techniques in cyber-attack anomaly detection". Journal of Ambient Intelligence and Humanized Computing (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85070775086&partnerID=MN8TOARS.
    10.1007/s12652-019-01417-9
  26. Jozi, A.; Pinto, T.; Praça, I.; Vale, Z.. "Decision support application for energy consumption forecasting". Applied Sciences (Switzerland) 9 4 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85061748721&partnerID=MN8TOARS.
    10.3390/app9040699
  27. Rodriguez-Fernandez, J.; Pinto, T.; Silva, F.; Praça, I.; Vale, Z.; Corchado, J.M.. "Context aware Q-Learning-based model for decision support in the negotiation of energy contracts". International Journal of Electrical Power and Energy Systems 104 (2019): 489-501. http://www.scopus.com/inward/record.url?eid=2-s2.0-85050291903&partnerID=MN8TOARS.
    10.1016/j.ijepes.2018.06.050
  28. Santos, Gabriel; Pinto, Tiago; Praça, Isabel; Vale, Zita. "Iberian electricity market ontology to enable smart grid market simulation". Energy Informatics 1 1 (2018): http://dx.doi.org/10.1186/s42162-018-0018-2.
    10.1186/s42162-018-0018-2
  29. Teixeira, B.; Pinto, T.; Silva, F.; Santos, G.; Praça, I.; Vale, Z.. "Multi-agent decision support tool to enable interoperability among heterogeneous energy systems". Applied Sciences (Switzerland) 8 3 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85042557281&partnerID=MN8TOARS.
    10.3390/app8030328
  30. Santos, Gabriel; Pinto, Tiago; Vale, Zita; Praça, Isabel; Morais, Hugo. "Enabling Communications in Heterogeneous Multi-Agent Systems: Electricity Markets Ontology". ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal 5 2 (2016): 15-42. http://dx.doi.org/10.14201/adcaij2016522542.
    10.14201/adcaij2016522542
  31. Santos, G.; Pinto, T.; Praça, I.; Vale, Z.. "An interoperable approach for energy systems simulation: Electricity market participation ontologies". Energies 9 11 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-85021232874&partnerID=MN8TOARS.
    10.3390/en9110878
  32. Pinto, T.; Morais, H.; Sousa, T.; Sousa, T.M.; Vale, Z.; Praça, I.; Faia, R.; et al. "Adaptive Portfolio Optimization for Multiple Electricity Markets Participation". IEEE Transactions on Neural Networks and Learning Systems 27 8 (2016): 1720-1733. http://www.scopus.com/inward/record.url?eid=2-s2.0-84941126040&partnerID=MN8TOARS.
    10.1109/TNNLS.2015.2461491
  33. Pinto, T.; Sousa, T.M.; Morais, H.; Praça, I.; Vale, Z.; Pinto, Tiago; Sousa, Tiago M.; et al. "Metalearning to support competitive electricity market players' strategic bidding". Electric Power Systems Research 135 (2016): 27-34. http://www.scopus.com/inward/record.url?eid=2-s2.0-84962522494&partnerID=MN8TOARS.
    10.1016/j.epsr.2016.03.012
  34. Pinto, T.; Sousa, T.M.; Praça, I.; Vale, Z.; Morais, H.; Pinto, Tiago; Sousa, Tiago M.; et al. "Support Vector Machines for decision support in electricity markets' strategic bidding". Neurocomputing 172 (2016): 438-445. http://www.scopus.com/inward/record.url?eid=2-s2.0-84946491665&partnerID=MN8TOARS.
    10.1016/j.neucom.2015.03.102
  35. Silva, Francisco; Teixeira, Brígida; Pinto, Tiago; Santos, Gabriel; Vale, Zita; Praça, Isabel; Silva, F.; et al. "Generation of realistic scenarios for multi-agent simulation of electricity markets". Energy 116 (2016): 128-139. http://hdl.handle.net/10400.22/9371.
    http://dx.doi.org/10.1016/j.energy.2016.09.096
  36. Jozi, Aria; Pinto, Tiago; Praça, Isabel; Silva, Francisco; Teixeira, Brigida; Vale, Zita; Jozi, A.; et al. "Wang and Mendel’s Fuzzy Rule Learning Method for Energy Consumption Forecasting considering the Influence of Environmental Temperature". (2016): http://hdl.handle.net/10400.22/10029.
    10.1109/GIIS.2016.7814944
  37. Santos, Gabriel; Pinto, Tiago; Praça, Isabel; Vale, Zita; Santos, G.; Pinto, T.; Praça, I.; Vale, Z.. "MASCEM: Optimizing the performance of a multi-agent system". Energy 111 (2016): 513-524. http://hdl.handle.net/10400.22/9383.
    http://dx.doi.org/10.1016/j.energy.2016.05.127
  38. Pinto, T.; Vale, Z.; Sousa, T.M.; Praça, I.; Pinto, Tiago; Vale, Zita; Sousa, Tiago M.; Praça, Isabel. "Negotiation context analysis in electricity markets". Energy 85 (2015): 78-93. http://www.scopus.com/inward/record.url?eid=2-s2.0-84929514752&partnerID=MN8TOARS.
    10.1016/j.energy.2015.03.017
  39. Pinto, T.; Barreto, J.; Praça, I.; Sousa, T.M.; Vale, Z.; Pires, E.J.S.; Pinto, Tiago; et al. "Six thinking hats: A novel metalearner for intelligent decision support in electricity markets". Decision Support Systems 79 (2015): 1-11. http://www.scopus.com/inward/record.url?eid=2-s2.0-84939475915&partnerID=MN8TOARS.
    10.1016/j.dss.2015.07.011
  40. Morais, H.; Sousa, T.M.; Santos, G.; Pinto, T.; Praça, I.; Vale, Z.; Morais, Hugo; et al. "Coalition of distributed generation units to Virtual Power Players - A game theory approach". Integrated Computer-Aided Engineering 22 3 (2015): 297-309. http://www.scopus.com/inward/record.url?eid=2-s2.0-84931066843&partnerID=MN8TOARS.
    10.3233/ICA-150490
  41. Santos, G.; Pinto, T.; Morais, H.; Sousa, T.M.; Pereira, I.F.; Fernandes, R.; Praça, I.; et al. "Multi-agent simulation of competitive electricity markets: Autonomous systems cooperation for European market modeling". Energy Conversion and Management 99 (2015): 387-399. http://www.scopus.com/inward/record.url?eid=2-s2.0-84930656454&partnerID=MN8TOARS.
    10.1016/j.enconman.2015.04.042
  42. Pinto, Tiago; Vale, Zita; Praça, Isabel; Pires, E.; Lopes, Fernando; Pinto, T.; Vale, Z.; et al. "Decision Support for Energy Contracts Negotiation with Game Theory and Adaptive Learning". Energies 8 9 (2015): 9817-9842. http://hdl.handle.net/10400.22/7323.
    10.3390/en8099817
  43. Pinto, Tiago; Vale, Zita; Sousa, Tiago; Praça, Isabel; Santos, Gabriel; Morais, Hugo; Pinto, T.; et al. "Adaptive learning in agents behaviour: A framework for electricity markets simulation". Integrated Computer-Aided Engineering 21 4 (2014): 399-415. http://hdl.handle.net/10400.22/5244.
    10.3233/ICA-1404771069-2509
  44. Pinto, T.; Praça, I.; Vale, Z.; Morais, H.; Sousa, T.M.; Pinto, Tiago; Praça, Isabel; et al. "Strategic bidding in electricity markets: An agent-based simulator with game theory for scenario analysis". Integrated Computer-Aided Engineering 20 4 (2013): 335-346. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884551099&partnerID=MN8TOARS.
    10.3233/ICA-130438
  45. Morais, H.; Pinto, T.; Vale, Z.; Praça, I.; Pinto, Tiago; Vale, Zita; Praça, Isabel. "Multilevel negotiation in smart grids for VPP management of distributed resources". IEEE Intelligent Systems 27 6 (2012): 8-16. http://www.scopus.com/inward/record.url?eid=2-s2.0-84870869546&partnerID=MN8TOARS.
    10.1109/MIS.2012.105
  46. Oliveira, P.; Vale, Z.; Morais, H.; Pinto, T.; Praça, I.; Oliveira, Pedro; Vale, Zita; Pinto, Tiago; Praça, Isabel. "A multi-agent based approach for intelligent smart grid management". IFAC Proceedings Volumes (IFAC-PapersOnline) 8 PART 1 (2012): 109-114. http://www.scopus.com/inward/record.url?eid=2-s2.0-84880898936&partnerID=MN8TOARS.
  47. Pinto, T.; Morais, H.; Oliveira, P.; Vale, Z.; Praça, I.; Ramos, C.; Pinto, Tiago; et al. "A new approach for multi-agent coalition formation and management in the scope of electricity markets". Energy 36 8 (2011): 5004-5015. http://www.scopus.com/inward/record.url?eid=2-s2.0-79961126017&partnerID=MN8TOARS.
    10.1016/j.energy.2011.05.045
  48. Vale, Zita; Pinto, Tiago; Praça, Isabel; Morais, H.; Vale, Z.; Pinto, T.; Praça, I.. "MASCEM: electricity markets simulation with strategic agents". IEEE Intelligent Systems 26 2 (2011): 9-17. http://hdl.handle.net/10400.22/1416.
    10.1109/MIS.2011.3
  49. Praça, I.; Viamonte, M.J.; Morais, H.; Vale, Z.; Ramos, C.. "Multi-agent systems and virtual producers in electronic marketplaces". Adaptive and Emergent Behaviour and Complex Systems - Proceedings of the 23rd Convention of the Society for the Study of Artificial Intelligence and Simulation of Behaviour, AISB 2009 (2009): 52-57. http://www.scopus.com/inward/record.url?eid=2-s2.0-84859019747&partnerID=MN8TOARS.
  50. Morais, H.; Cardoso, Marilio; Saleiro, N.; Vale, Zita; Castanheira, Luís; Praça, Isabel; Morais, H.M.; et al. "Dispachability improvement of wind generation by the virtual power producers". International Journal of Energy Technology and Policy 6 3 (2008): 224-239. http://hdl.handle.net/10400.22/1490.
    10.1504/IJETP.2008.019057
  51. Morais, Hugo; Cardoso, Marílio; Castanheira, Luis; Vale, Zita Maria Almeida do; Praça, Isabel. "Producers Remuneration by Virtual Power Producers". WSEAS Transactions on Power Systems 1 7 (2006): 1358-1365.
    Published
  52. Praça, I.; Ramos, C.; Vale, Z.; Cordeiro, M.. "Testing the scenario analysis algorithm of an agent-based simulator for Competitive Electricity Markets". Simulation in Wider Europe - 19th European Conference on Modelling and Simulation, ECMS 2005 (2005): 515-520. http://www.scopus.com/inward/record.url?eid=2-s2.0-84856523579&partnerID=MN8TOARS.
  53. Morais, H.; Cardoso, M.; Castanheira, L.; Vale, Z.; Praça, I.. "A decision-support simulation tool for virtual power producers". 2005 International Conference on Future Power Systems 2005 (2005): http://www.scopus.com/inward/record.url?eid=2-s2.0-33847175893&partnerID=MN8TOARS.
  54. Praça, I.; Ramos, C.; Vale, Z.; Cordeiro, M.. "Intelligent agents for negotiation and game-based decision support in electricity markets". Engineering Intelligent Systems 13 2 (2005): 147-154. http://www.scopus.com/inward/record.url?eid=2-s2.0-23144436381&partnerID=MN8TOARS.
  55. Praça, I.; Ramos, C.; Vale, Z.; Cordeiro, M.. "Intelligent agents for the simulation of competitive electricity markets". International Journal of Modelling and Simulation 24 2 (2004): 73-79. http://www.scopus.com/inward/record.url?eid=2-s2.0-1642294576&partnerID=MN8TOARS.
  56. Praça, I.; Ramos, C.; Vale, Z.; Cordeiro, M.. "An agent-based simulator for electricity markets: Seller, buyer, and trader players". Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) 2744 (2003): 290-301. http://www.scopus.com/inward/record.url?eid=2-s2.0-7044232932&partnerID=MN8TOARS.
  57. Praça, I.; Ramos, C.; Vale, Z.; Cordeiro, M.. "A new agent-based framework for the simulation of electricity markets". Proceedings - IEEE/WIC International Conference on Intelligent Agent Technology, IAT'03 (2003): 469-473. http://www.scopus.com/inward/record.url?eid=2-s2.0-23144463017&partnerID=MN8TOARS.
  58. Praça, Isabel; Ramos, Carlos; Vale, Zita; Cordeiro, Manuel; Praça, I.; Ramos, C.; Vale, Z.; Cordeiro, M.. "MASCEM: A Multiagent System That Simulates Competitive Electricity Markets". IEEE Intelligent Systems 18 6 (2003): 54-60. http://hdl.handle.net/10400.22/9978.
    10.1109/MIS.2003.1249170
  59. Praca, Isabel C.; Ramos, Carlos. "Multi-agent simulation for balancing of assembly lines". Proceedings of the IEEE International Symposium on Assembly and Task Planning (1999): 459-464. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033358745&partnerID=MN8TOARS.
  60. Praca, Isabel C.. "SimBa: An approach for manual production lines balancing". Proceedings of the IEEE International Symposium on Assembly and Task Planning (1997): 42-47. http://www.scopus.com/inward/record.url?eid=2-s2.0-0030712624&partnerID=MN8TOARS.
Journal issue
  1. Praça, Isabel; Silvio Ranise; Luca Verderame ; Habtamu Abie. "Cyber-Physical Security for Critical Infrastructures". Journal of Cybersecurity and Privacy (2022): https://www.mdpi.com/journal/jcp/special_issues/Cyber-Physical_Security.
    Published
Preprint
  1. Andreia Martins; Flávio Costa; Eva Maia; Isabel Praça; Marlene Lages; Cátia Pontes; Maria Guarino. "Reducing Herb-Drug Interaction Risks: A Clinical Decision Support System for Community Pharmacy (Preprint)". 2023. https://doi.org/10.2196/preprints.47649.
    10.2196/preprints.47649
Report
  1. Praça, Isabel; Nineta Polemi. 2023. A multilayer framework for good cybersecurity practices for AI. https://www.enisa.europa.eu/publications/multilayer-framework-for-good-cybersecurity-practices-for-ai.
    10.2824/588830
  2. Cristina Alcaraz; Praça, Isabel; and others. 2023. ECSO Technical Paper on Cybersecurity scenarios and Digital Twins. https://ecs-org.eu/ecso-uploads/2023/07/ECSO_WG6_DigitalTwin-2.1.pdf.
  3. Praça, Isabel; and others. 2020. Artificial Intelligence Cybersecurity Challenges. https://www.enisa.europa.eu/publications/artificial-intelligence-cybersecurity-challenges.
  4. Almeida, João Carlos Pinto de; Cardoso, Artur Agostinho dos Santos Capelo; Universidade do Porto. Faculdade de Engenharia. 1993. Análise comparativa de sistemas informáticos de instrumentação virtual : desenvolvimento e controlo de instrumentos virtuais : relatório de estágio PRODEP. http://hdl.handle.net/10216/59000.
Thesis / Dissertation
  1. "Sistema Multi-Agente para Apoio à Decisão em Mercados de Eletricidade". PhD, Universidade de Trás-os-Montes e Alto Douro, 2005.

Other

Dataset
  1. Dias, Tiago; João Vitorino; Jorge Oliveira; Nuno Oliveira; Maia, Eva; Praça, Isabel. IFEED: Interactive Facial Expression and Emotion Detection Dataset. https://zenodo.org/records/7971730. 2023.
  2. Dias, Tiago; João Vitorino; Maia, Eva; Orlando Jorge Coelho de Moura Sousa; Praça, Isabel. KeyRecs: Keystroke Dynamics Dataset. https://zenodo.org/records/7886743. 2023.
Other output
  1. Intelligent Cyber-Attack Detection and Classification for Network-based Intrusion Detection Systems. Applied Sciences. 2020. Nuno Oliveira; Isabel Praça; Eva Maia; Orlando Sousa. https://doi.org/10.20944/preprints202012.0315.v1.
    10.20944/preprints202012.0315.v1
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2023/10/03 AI-Enabled Security Shaping Responsible Solutions for Internal Security
EU Innovation Hub for Internal Security - organised by Europol in collaboration with CERIS (Brussels, Belgium)
2023/09/20 AI challenges/opportunities eHealth Security Conference
ENISA - European Union Agency for Cybersecurity (Luxembourg City, Luxembourg)
2023/06/07 Towards Security of AI/ML AI Cybersecurity Conference
ENISA - European Union Agency for Cybersecurity (Brussels, Belgium)
2021/10/27 Holistic correlation of events from increased security and safety of Factories of the Future European Simulation and Modelling Conference
IUL - Università Telematica degli Studi (Rome, Italy)
2020/10/22 Introduction to Cyber Factory#1 uses of Digital Twin
LAAS-CNRS (Toulouse, France)

Supervision

Thesis Title
Role
Degree Subject (Type)
Institution / Organization
2023/11 - Current Detecting Vulnerabilities in Source Code – human generated and LLMs generated
Supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/11 - Current Predictive control with reinforcement learning for energy communities
Co-supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/11 - Current Uso da Inteligência Artificial na Segurança Cibernética: Aplicação de Lógica Fuzzy na Detecção de Ataques DDoS
Co-supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/11 - Current Large Language Model Optimization for Cooperative Support: An Internal Documentation Based Approach
Supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/11 - Current A Federated Learning approach for data privacy in healthcare applications
Co-supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/10/01 - Current Privacy-preserving Artificial Intelligence with Hybrid Homomorphic Encryption
Co-supervisor
Doutoramento em Ciência dos Computadores (PhD)
Universidade do Porto, Portugal
2023/07/17 - Current Artificial Intelligence for Secure Software Development: TestLab Too
Supervisor
Engenharia Informática (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/07/14 - Current Generative AI for Cybersecurity: A Robust and Secure-by-Design Solution for Cyber Threat Mitigation
Supervisor
Engenharia Informática (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2023/06/14 - Current Robust Explanations for Machine Learning Security Assessments
Supervisor
Engenharia Informática (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2022/09/20 - 2023/11/17 Machine learning models in decision support systems for diagnosing colorectal cancer based on metabolic profiles
Co-supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/09/20 - 2023/11/07 The Role of a Microservice Architecture on cybersecurity and operational resilience in critical systems
Supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023/02/20 - 2023/11/03 Automated Vulnerability Detection in Source Code
Supervisor
Engenharia Eletrotécnica e de Computadores (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/09/20 - 2023/10/27 OddAssist - Um sistema de recomendação de apostas em eSports
Supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/09/20 - 2023/10/16 ENNigma: Uma Biblioteca para Redes Neuronais Privadas
Supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/09/20 - 2023/09/11 FuzzTheREST - Intelligent Automated Black-box RESTful API Fuzzer
Supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/09/20 - 2023/07/25 Herb-Drug Interactions: A Decision Support System With Biometric Auhtentication2023
Supervisor
Engenharia Biomédica (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/09/20 - 2023/07/17 Realistic Adversarial Machine Learning to improve Network Intrusion Detection
Supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/09/20 - 2023/07/17 Using Machine Learning to classify responsible from non-responsible online gamblers
Supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/02/20 - 2022/11/18 Gestor de Risco aplicado à cibersegurança
Supervisor
Engenharia Eletrotécnica e de Computadores (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/09/20 - 2022/11/18 iMind: Uma ferramenta inteligente para suporte de compreensão de conteúdo
Supervisor
Engenharia Biomédica (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/09/20 - 2022/11/17 Módulo de Gestão de alarmes na Indústria 4.0
Supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/09/20 - 2022/11/17 Portfolio Allocation using Deep Reinforcement Learning
Supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/09/20 - 2022/11/17 Criar Animais Virtuais através de Machine Learning
Supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/09/20 - 2022/11/11 Mercados de Talento Utilizando Intelig¿ia Artificial
Supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/09/20 - 2022/11/09 Machine Learning na previsão de Cancro Colorretal em função de alterações metabólicas
Co-supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/09/20 - 2022/07/21 ALMA: ALgorithm Modeling Application
Supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/09/20 - 2022/07/19 Deteção de Fadiga através de uma abordagem baseada em eventos
Supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/09/20 - 2022/07/19 Machine Learning to Improve Security Operations Centers
Supervisor
Engenharia de Inteligência Artificial (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020/09/20 - 2021/11/17 Monitorização do estado de um operador
Supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020/09/20 - 2021/11/15 Recolha de Informação na área de Telecomunicações: Sistema Foco no Cliente
Supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020/09/20 - 2021/11/15 Subject Analyzer: M¿o de Classificação Automática - Plataforma E-goi
Supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020/09/20 - 2021/11/04 Previsão Inteligente das alterações metabólicas no cancro retal com base em modelos de machine e deep learning
Co-supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/09/20 - 2020/11/18 Development of an Integrated Ontology to Enhance Interoperability for Airports Security Solutions
Supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/09 - 2020/11/13 Assistente Digital de Apoio ao Ensino Musical Orientado a Indiv_os com Defici¿ia Visual
Supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/09 - 2020/11/09 Framework para a configuração e treino de redes neuronais utilizando otimização Bayesiana
Supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/09 - 2020/07/22 Classificação e Análise dos Impactos de Ataques Cibernéticos em Mercados Locais de Energia
Supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018/09 - 2019/11/20 FullExpression - Emotion Recognition Software
Supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018/09 - 2019/11/19 Sociedade de Sistemas Multi-Agente para o Estudo de Sistemas de Energia Elétrica
Co-supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018/09 - 2019/11/18 Sistema de Apoio à Decisão Multi-Agente para a Negociação de Contratos Bilaterais em Mercados de Energia Elétrica
Co-supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018/09 - 2019/11/12 A Multi-Agent System Simulation Model for Trusted Local Energy Markets
Supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018 - 2019/02/12 Análise e Simulação de Mercados Locais de Energia Elétrica
Supervisor
Engenharia Eletrotécnica - Sistemas Elétricos de Energia (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2017 - 2018/11/21 PrevisãoInteligente do consumo de energia com base em modelos Deep Learning
Supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2016 - 2017 Sistema de armazenamento de grande volume de dados para sistemas energéticos inteligentes
Supervisor
Mestrado em Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2016 - 2017 Sistema Integrado de Validação Automática de Encomendas
Supervisor
Mestrado em Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2015 - 2016 Apoio à validação automática da rede em ambiente de simulação multi-agente de mercados de energia elétrica
Supervisor
Mestrado em Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2015 - 2016 Sistema Multiagente para o estudo e gestão do consumo em habitações
Supervisor
Mestrado em Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2014 - 2015 Previsão e definição de perfis na gestão dos recursos de energia no âmbito de edifícios auto-sustentáveis
Supervisor
Mestrado em Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2012 - 2013 Plataforma de Simulação em Repast Simphony para Análise da Divulgação de Novas Ideias em Mercado
Supervisor
Mestrado em Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2010/09/20 - 2011/11/09 Six Thinking Hats for Electricity Markets Simulation
Supervisor
Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Event organisation

Event name
Type of event (Role)
Institution / Organization
2019 - Current International Workshop on Cyber-Physical Security for Critical Infrastructures Protection, within ESORICS conference. (2019)
Workshop (Co-organisor)

Event participation

Activity description
Type of event
Event name
Institution / Organization
2023/11/24 - 2023/11/24 Participation, during the Cyber and Could expo, Porto, on the roundtable "Inteligência Artificial e Cibersegurança"
Exhibition
Cyber and Cloud Expo
2023/11/10 - 2023/11/10 Invited for the Google panel "Advancing Cybersecurity with AI 2023¿", to discuss the applications of AI on the cyber security domain, and the security of AI techniques.
Workshop
“Advancing Cybersecurity with AI 2023”
Google Ireland Ltd, Ireland
2023 - 2023 Invited Speaker of the World AI Summit 2023. Participation on the panel "The cybersecurity arms race and how generative AI is changing the game", with Malek Ben Salem, Managing Director, Emerging Tech Security, Accenture Roger Klose, Global Head of OT CS, Merck KGaA, Jesus Luna Garcia, Cybersecurity Governance – Cloud and AI, Robert Bosch. https://worldsummit.ai/speakers/#speaker-0.97191000%201709286727
Conference
World AI Summit 2023, Amsterdam
2022/11/15 - 2022/11/15 Participation, during the 2022 Cyber and Cloud Expo, in Porto, on the roundtable "Cibersegurança: o die (não) mudou nas organizações"
Exhibition

Jury of academic degree

Topic
Role
Candidate name (Type of degree)
Institution / Organization
2022/05 Anomaly Detection in Cyber-Physical Applications
(Thesis) Arguer
Daniel Gutierrez Rojas (PhD)
Lappeenranta-Lahti University of Technology LUT, Finland
2016/02/10 Decision Support for the Strategic Behaviour of Electricity Market Players
(Thesis) Main arguer
Tiago Manuel Campelos Ferreira Pinto (PhD)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2007/10/16 “Tarifação Da Transmissão E Gestão Do Congestionamento Em Sistemas Eléctricos Liberalizados”
(Thesis) Main arguer
Maria Judite Madureira da Silva Ferreira (PhD)
Universidade de Trás-os-Montes e Alto Douro, Portugal

Association member

Society Organization name Role
2012 - Current IEEE Computational Intelligence Society

Committee member

Activity description
Role
Institution / Organization
2023/04/01 - Current Member of the working group on the Cybersecurity skills framework (ECFS), actively working on an AI body of knowledge for the several ECFS profiles.
Advisor / Consultant
ENISA - European Agency for Cybersecurity, Greece
2022/07/22 - Current Active member of the CERIS - Community for European Research and Innovation for Security, on the sub-groups Fighting Crime and Terrorism and Critical Infrastructures Protection. Actively involved in CERIS Annual Report, speaker and session leader on several events. CERIS, Belgium
2020/06/10 - Current Member of the Ad-hoc Working Group on Artificial Intelligence for Cybersecurity, supporting ENISA in the process of building knowledge on Artificial Intelligence Cybersecurity. Worked on 3 technical reports.
Member
ENISA - European Agency for Cybersecurity, Greece
2020/03/25 - Current ISEP representative at ECSO. Works actively on the working groups "Cyber Resilience of Economy, Infrastructure and Services", "Skills & Human Factors" and "SRIA and Cyber Security Technologies". ECSO - European Cyber Security Organisation, Belgium

Conference scientific committee

Conference name Conference host
2023 - Current International Conference on Availability, Reliability and Security (ARES )
2023 - Current International Conference on Sustainable Smart Cities and Territories
2022 - Current International Symposium on Foundations & Practice of Security (FPS)
2022 - Current IEEE International Symposium on Computer Based Medical Systems (CBMS))
2022 - Current International Workshop on Data Privacy Management (DPM) within ESORICS
2017 - Current International Conference on Distributed Computing and Artificial Intelligence (DCAI)
2017 - Current International Symposium on Ambient Intelligence (ISAMI)
2022 - 2023 Portuguese conference on artificial intelligence (EPIA) - AI in Power and Energy Systems (AIPES)

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2024 - Current Segurança das Comunicações e da Infraestrutura Mestrado em Engenharia Informática - ramo de Cibersegurança e Administração de Sistemas Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 - Current Aprendizagem Automática 1 Mestrado em Engenharia de Inteligência Artificial (Mestrado) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 - Current Multiagent Systems Mestrado em Engenharia de Inteligência Artificial (Mestrado) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2007 - 2023 Modelação e Simulação de Processos Mestrado em Engenharia Informática (Mestrado) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2016 - 2022 Algoritmia Avançada Licenciatura em Engenharia Informática (Licenciatura) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Interview (tv / radio show)

Program Topic
2024 - Current Financial Times & Google PodCast, "The next five", 4th Episode Topic: "The future of AI in Cybersecurity" The Future of AI in Cybersecurity

Other jury / evaluation

Activity description Institution / Organization
2023 - Current European Commission - evaluation of projects results European Commission, Belgium
2023 - Current European Commission - Proposals evaluation European Commission, Belgium
2020 - 2020 Concurso AVISO DR nº 2863/2020¿ Investigador auxiliar Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018 - 2018 Concurso nº 87: AVISO DR nº 745/2018 – Investigador auxiliar Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018 - 2018 Concurso AVISO DR nº 820/2018 – Investigador auxiliar Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018 - 2018 Concurso AVISO DR nº 7 833/2018 – Investigador auxiliar Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Distinctions

Award

2023 Supervisor of IEEE Outstanding Master Thesis
IEEE, United States
2023 Award of scientific merit
Instituto Politécnico do Porto, Portugal
2022 Award of scientific merit
2022 ITEA Award of Excellence Business impact 2022 for CyberFactory#1 project
2022 Best Paper award - Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation
2021 - Best paper award at the 18th International Practical Applications of Agents and Multi-Agent Systems (PAAMS)
2018 2018 ITEA Prize of Excellence in the Innovation - FUSE-IT project

Other distinction

2023 Nominated for Cybersecurity Woman of the World
United Cybersecurity Alliance, United States
2021 Nominated for Cybersecurity Woman of the World, and Finalist on the category "Cybersecurity Woman Influencer"
United Cybersecurity Alliance, United States
2016 Award of scientific merit
2015 Award of merit of scientific
2013 Award of merit of scientific
2011 Award of merit of scientific
1988 Best student award, Escola Secundária nº2, Conde Dias Garcia, S. João da Madeira