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Ivo André Soares Pereira. Completed the Doutoramento in Engenharia Eletrotécnica e de Computadores in 2014 by Universidade de Trás-os-Montes e Alto Douro, Mestrado in Mestrado em Engenharia Informática - Ramo de Tecnologias do Conhecimento e Decisão in 2009 by Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Licenciatura in Licenciatura em Engenharia Informática (Processo de adequação a Bolonha – 180 ECTS) in 2007 by Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto and Bacharelato in Engenharia Informática in 2006 by Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto. Is Adjunct Teacher in Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto. Published 16 articles in journals. Has 20 section(s) of books. Organized 13 event(s). Participated in 35 event(s). Co-supervised 1 PhD thesis(es). Supervised 2 MSc dissertation(s) e co-supervised 34. Supervised 17 work(s) of course completion of LSc/BSc e co-supervised 41. Has received 5 awards and/or honors. Participates and/or participated as PhD Student Fellow in 2 project(s), Principal investigator in 2 project(s) and Researcher in 5 project(s). Works in the area(s) of Engineering and Technology with emphasis on Electrotechnical Engineering, Electronics and Informatics and Engineering and Technology with emphasis on Electrotechnical Engineering, Electronics and Informatics. In their professional activities interacted with 111 collaborator(s) co-authorship of scientific papers. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Mechanical Engineering; Mechanical Engineering - Industrial Management; Metacognição e Aprendizagem por Observação; Interacção Adaptativa e Inteligente; Raciocínio por Restrições; Escalonamento da Produção; Phygital; Marketing; Multimodal; Artificial Intelligence; Multi-agent systems; Dynamic scheduling; Meta-heuristics; Scheduling; Intelligent decision support system; Distributed agent system; Computational intelligence; disaster risk reduction; machine learning; deep learning; seismic risk models; .
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Identification

Personal identification

Full name
Ivo André Soares Pereira

Citation names

  • Pereira, Ivo

Author identifiers

Ciência ID
3E18-2D4C-0E14
ORCID iD
0000-0001-5440-3225
Google Scholar ID
7DehO8AAAAJ
Researcher Id
IUO-7442-2023
Scopus Author Id
36675461900

Email addresses

  • iap@isep.ipp.pt (Professional)

Addresses

  • Instituto Superior de Engenharia do Porto, Rua Dr. António Bernardino de Almeida, 431, 4249-015, Porto, Porto, Portugal (Professional)

Websites

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics
  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2014
Concluded
 Engenharia Eletrotécnica e de Computadores (Doutoramento)
Universidade de Trás-os-Montes e Alto Douro, Portugal
"Sistema Inteligente para Escalonamento Assistido por Aprendizagem" (THESIS/DISSERTATION)
 19
2009
Concluded
 Mestrado em Engenharia Informática - Ramo de Tecnologias do Conhecimento e Decisão (Mestrado)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
"Aspectos de Aprendizagem em Optimização" (THESIS/DISSERTATION)
 17
2007
Concluded
 Licenciatura em Engenharia Informática (Processo de adequação a Bolonha – 180 ECTS) (Licenciatura)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
 14
2006
Concluded
 Engenharia Informática (Bacharelato)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
"Sistema de Rastreabilidade para a Indústria Alimentar em AJAX/PHP/MySQL" (THESIS/DISSERTATION)
 14
Affiliation

Science

Category
Host institution 		Employer
2016/01 - 2017/02 Contracted Researcher (Research) Loughborough University Wolfson School of Mechanical and Manufacturing Engineering, United Kingdom
2007/05/01 - 2014/07/31 Researcher (Research) Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2024/09/01 - Current Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020/09/01 - 2024/08/31 Assistant Professor (University Teacher) Universidade Fernando Pessoa Faculdade de Ciência e Tecnologia, Portugal
2018/09/15 - 2020/02 Invited Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2017/03 - 2018/07/31 Invited Adjunct Teacher (Polytechnic Teacher) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
Projects

Grant

Designation Funders
2024/09 - Current e-Hospital4Future - Building future through an innovated and digital skilled hospital
101101190
Senior Reseacher
Ongoing
2010/08/01 - 2014/07/31 SISTEMA INTELIGENTE PARA ESCALONAMENTO ASSISTIDO POR APRENDIZAGEM
SFRH/BD/63404/2009
PhD Student Fellow
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
Concluded

Contract

Designation Funders
2023/02/01 - 2024/12/31 Enhancing Phygital Marketing through Multimodal Artificial Intelligence
2022.01303.PTDC
10.54499/2022.01303.PTDC
Principal investigator
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2021/11/19 - 2023/11/17 Artificial Intelligence for Disaster Risk Reduction
EXPL/ECI-EGC/1555/2021
10.54499/EXPL/ECI-EGC/1555/2021
Researcher
Fundação Ensino e Cultura Fernando Pessoa, Portugal

Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2016/01/11 - 2017/02/28 Open dynamic Manufacturing Operating System for Smart Plug-and-Produce Automation Components (openMOS)
680735
Researcher
European Commission
Concluded
2016/01/11 - 2017/02/28 Production harmonizEd Reconfiguration of Flexible Robots and Machinery
680435
Researcher
European Commission
Concluded
2016/01/11 - 2016/08/31 Innovative Reuse of modular knowledge Based devices and technologies for Old, Renewed and New factories
609223
Researcher
European Commission
Concluded
2011/04/01 - 2014/08/31 ADSyS - Adaptive Decision Support System for Interactive Scheduling with MetaCognition and User Modelling Experience
PTDC/EME-GIN/109956/2009
PhD Student Fellow
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2007/07/15 - 2010/07/31 AutoDynAgents - Autonomic Agents with Self-Managing Capabilities for Dynamic Scheduling Support in a Cooperative Manufacturing System
info:eu-repo/grantAgreement/FCT/5876-PPCDTI/66848/PT
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
Concluded
2007/05/01 - 2008/07/14 MASDScheGATS-Multi-Agent System for Distributed Manufacturing Scheduling with Genetic Algoritms and Tabu Search
info:eu-repo/grantAgreement/FCT/POCI/61229/PT
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
Concluded

Other

Designation Funders
2021/10/01 - 2022/10/31 AI4RealAg - Soluções de Inteligência Artificial e Data Science para a implementação e democratização da agricultura digital
LISBOA-01-0247-FEDER-069670 / POCI-01-0247- FEDER-069670
Researcher
2019/10/01 - 2022/06/30 Criação de um Núcleo de I&D para a geração de novo conhecimento nas áreas de Inteligência Artificial, Machine Learning, Intelligent Marketing e One-2-One Marketing
POCI-01-0247-FEDER-045083
Principal investigator
Concluded
Outputs

Publications

Book chapter
  1. André Batista; José Manuel Torres; Pedro Sobral; Rui S. Moreira; Christophe Soares; Ivo Pereira. "A Reinforcement Learning Based Recommender System Framework for Web Apps: Radio and Game Aggregators Scenarios". 2025.
    10.1007/978-3-031-73497-7_34
  2. César, Inês; Pereira, Ivo; Madureira, Ana; Coelho, Duarte; Rebelo, Miguel Ângelo; de Oliveira, Daniel Alves. "Analysing and Modeling Customer Success in Digital Marketing". 2023.
    10.1007/978-3-031-27499-2_38
  3. Coelho, Duarte; Madureira, Ana; Pereira, Ivo; Gonçalves, Ramiro. "A Review on Dimensionality Reduction for Machine Learning". In Innovations in Bio-Inspired Computing and Applications, 287-296. Springer Nature Switzerland, 2023.
    10.1007/978-3-031-27499-2_27
  4. Miguel Ângelo Rebelo; Duarte Coelho; Ivo Pereira; Fábio Fernandes; Rebelo, Miguel Ângelo; Coelho, Duarte; Pereira, Ivo; Fernandes, Fábio. "A New Cascade-Hybrid Recommender System Approach for the Retail Market". In Innovations in Bio-Inspired Computing and Applications, 371-380. Springer International Publishing, 2022.
    10.1007/978-3-030-96299-9_36
  5. Duarte Coelho; Ana Madureira; Ivo Pereira; Ramiro Gonçalves; Madureira, Ana; Pereira, Ivo; Gonçalves, Ramiro Manuel Ramos Moreira. "A Review on MOEA and Metaheuristics for Feature-Selection". 2022.
    10.1007/978-3-030-96299-9_21
  6. Duarte Coelho; Ana Madureira; Ivo Pereira; Bruno Cunha. "A Machine Learning Approach to Contact Databases’ Importation for Spam Prevention". 1-10. Springer International Publishing, 2020.
    10.1007/978-3-030-14347-3_1
  7. Santos, Ricardo; Pereira, Ivo; Azevedo, Isabel. "Dynamic Generation of Documentation, Code, and Tests for a Digital Marketing Platform's API". In Code Generation, Analysis Tools, and Testing for Quality, 1-35. IGI Global, 2019.
    10.4018/978-1-5225-7455-2.ch001
  8. Ljasenko, S.; Lohse, N.; Justham, L.; Pereira, I.; Jackson, M.. "A self-organisation model for mobile robots in large structure assembly using multi-agent systems". In Code Generation, Analysis Tools, and Testing for Quality. 2017.
    10.1007/978-3-319-51100-9_8
  9. Pereira, I.; Madureira, A.; Cunha, B.. "Metaheuristics parameter tuning using racing and case-based reasoning in scheduling systems". In Code Generation, Analysis Tools, and Testing for Quality. 2017.
    10.1007/978-3-319-53480-0_90
  10. Madureira, A.; Pereira, I.; Cunha, B.. "Specification of an architecture for self-organizing scheduling systems". In Code Generation, Analysis Tools, and Testing for Quality. 2017.
    10.1007/978-3-319-53480-0_76
  11. Páscoa, F.; Pereira, I.; Ferreira, P.; Lohse, N.. "Redundant and decentralised directory facilitator for resilient plug and produce cyber physical production systems". In Code Generation, Analysis Tools, and Testing for Quality. 2017.
    10.1007/978-3-319-51100-9_7
  12. Pereira, I.; Madureira, A.. "Self-optimizing a multi-agent scheduling system: A racing based approach". In Code Generation, Analysis Tools, and Testing for Quality. 2016.
    10.1007/978-3-319-25017-5_26
  13. Piairo, J.; Madureira, A.; Pereira, J.P.; Pereira, I.. "A user-centered interface for scheduling problem definition". In Code Generation, Analysis Tools, and Testing for Quality. 2013.
    10.1007/978-3-642-36981-0_101
  14. Madureira, A.; Pereira, I.; Falcão, D.. "Cooperative scheduling system with emergent swarm based behavior". In Code Generation, Analysis Tools, and Testing for Quality. 2013.
    10.1007/978-3-642-36981-0_61
  15. Pereira, I.; Madureira, A.; De Moura Oliveira, P.B.; Abraham, A.. "Tuning meta-heuristics using multi-agent learning in a scheduling system". In Code Generation, Analysis Tools, and Testing for Quality. 2013.
    10.1007/978-3-642-45318-2-8
  16. Madureira, A.; Pereira, I.; Abraham, A.. "Developing issues for ant colony system based approach for scheduling problems". In Code Generation, Analysis Tools, and Testing for Quality. 2013.
    10.1007/978-3-642-45318-2-5
  17. Pereira, Ivo; Madureira, Ana; de Moura Oliveira, Paulo. "Meta-heuristics Self-Parameterization in a Multi-agent Scheduling System Using Case-Based Reasoning". In Intelligent Systems, Control and Automation: Science and Engineering, 99-109. Springer Netherlands, 2012.
    10.1007/978-94-007-4722-7_10
  18. Madureira, Ana; Pereira, Ivo; Sousa, Nelson; Ávila, Paulo; Bastos, João. "Scheduling a Cutting and Treatment Stainless Steel Sheet Line with Self-Management Capabilities". In Computational Intelligence for Engineering Systems, 34-47. Springer Netherlands, 2010.
    10.1007/978-94-007-0093-2_2
  19. Madureira, Ana; Santos, Joaquim; Pereira, Ivo. "A Hybrid Intelligent System for Distributed Dynamic Scheduling". In Natural Intelligence for Scheduling, Planning and Packing Problems, 295-324. Springer Berlin Heidelberg, 2009.
    10.1007/978-3-642-04039-9_12
  20. Madureira, Ana; Santos, Joaquim; Pereir, Ivo. "MASDScheGATS - Scheduling System for Dynamic Manufacturing Environmemts". In Multiagent Systems. I-Tech Education and Publishing, 2009.
    10.5772/6609
Conference abstract
  1. Silva, Rogério; Pereira, Ivo; Nicola, Susana; Madureira, Ana; Bettencourt, Nuno; Reis, José Luís; Marques dos Santos, José Paulo; Oliveira, Daniel Alves de. "Navigating the Future of Enterprises: Insights into Digital Transformation, Virtual Reality, and the Metaverse.". Paper presented in IEEE MELECON 2024 Mediterranean Electrotechnical Conference, Porto, 2024.
    Accepted
Conference paper
  1. Rogério Silva; Pereira, Ivo; Susana Nicola; Madureira, Ana. "Exploring Virtual Reality in Omnichannel Marketing: A Systematic Review". Paper presented in International Conference on Marketing and Technologies (ICMarkTech 2023), Prague, 2023.
  2. Fábio Gomes; Pereira, Ivo; Susana Nicola; Rogério Silva; Alberto Pereira; Madureira, Ana. "Augmented Reality in Omnichannel Marketing: A Systematic Review in the Retail Sector". Paper presented in International Conference on Marketing and Technologies (ICMarkTech 2023), Prague, 2023.
  3. Francisco Leite; Faria, Jose; Azevedo, Americo; Pereira, Ivo. "Analysis and Improvement of Product Management Processes - a Case Study". Paper presented in 4th European Conference on Industrial Engineering and Operations Management, 2021.
  4. Cunha, B.; Madureira, A.; Pereira, J.P.; Pereira, I.. "Evaluating the effectiveness of Bayesian and Neural Networks for Adaptive Schedulling Systems". 2017.
    10.1109/SSCI.2016.7849997
  5. Falcão, D.; Madureira, A.; Pereira, I.. "Q-learning based hyper-heuristic for scheduling system self-parameterization". 2015.
    10.1109/CISTI.2015.7170394
  6. Pereira, I.; Madureira, A.. "Racing based approach for Metaheuristics parameter tuning". 2015.
    10.1109/CISTI.2015.7170351
  7. Madureira, A.; Gomes, S.; Cunha, B.; Pereira, J.P.; Santos, J.M.; Pereira, I.. "Prototype of an Adaptive Decision Support System for Interactive Scheduling with MetaCognition and User Modeling Experience". 2014.
    10.1109/NaBIC.2014.6921869
  8. Madureira, A.; Cunha, B.; Pereira, I.. "Cooperation Mechanism for Distributed resource scheduling through artificial bee colony based self-organized scheduling system". 2014.
    10.1109/CEC.2014.6900574
  9. Madureira, A.; Cunha, B.; Pereira, J.P.; Gomes, S.; Pereira, I.; Santos, J.M.; Abraham, A.. "Using personas for supporting user modeling on scheduling systems". 2014.
    10.1109/HIS.2014.7086212
  10. Madureira, A.; Santos, J.M.; Gomes, S.; Cunha, B.; Pereira, J.P.; Pereira, I.. "Manufacturing rush orders rescheduling: A supervised learning approach". 2014.
    10.1109/NaBIC.2014.6921895
  11. Madureira, A.; Cunha, B.; Pereira, J.P.; Pereira, I.; Gomes, S.. "An architecture for user modeling on Intelligent and Adaptive Scheduling Systems". 2014.
    10.1109/NaBIC.2014.6921861
  12. Ana Maria Dias Madureira Pereira; Pereira, Ivo; Diamantino Falcão. "Dynamic Adaptation for Scheduling Under Rush Manufacturing Orders With Case-Based Reasoning". Paper presented in International Conference on Algebraic and Symbolic Computation (SymComp 2013), 2013.
  13. Ana Maria Dias Madureira Pereira; Pereira, Ivo; João Paulo Pereira. "Toward Ambient Intelligence for Intelligent Manufacturing Scheduling in Decision Making". Paper presented in International Conference on Algebraic and Symbolic Computation (SymComp 2013), 2013.
  14. Madureira, A.; Pereira, I.; Abraham, A.. "Towards scheduling optimization through artificial bee colony approach". 2013.
    10.1109/NaBIC.2013.6617872
  15. Madureira, A.; Pereira, J.P.; Pereira, I.. "Learning-assisted intelligent scheduling system". 2013.
    10.1109/SMC.2013.481
  16. Madureira, A.; Falcao, D.; Pereira, I.. "Ant Colony System based approach to single machine scheduling problems: Weighted tardiness scheduling problem". 2012.
    10.1109/NaBIC.2012.6402244
  17. Pereira, I.; Madureira, A.; De Moura Oliveira, P.. "Multi-apprentice learning for meta-heuristics parameter tuning in a Multi Agent Scheduling System". 2012.
    10.1109/NaBIC.2012.6402236
  18. Pereira, Ivo; Ana Maria Dias Madureira Pereira; José Paulo Barroso de Moura Oliveira. "Case-based Reasoning for Meta-heuristics Self-Parameterization in a Multi-Agent Scheduling System". Paper presented in 2nd International Symposium on Computational Intelligence for Engineering Systems (ISCIES '2011), Coimbra, 2011.
  19. Ana Maria Dias Madureira Pereira; Nelson Sousa; Pereira, Ivo. "Swarm Intelligence for Scheduling: a Review". Paper presented in Second International Conference on Business Sustainability (BS’2011), Póvoa de Varzim, 2011.
  20. Madureira, A.; Sousa, N.; Pereira, I.; Madureira, Ana; Sousa, Nelson; Pereira, Ivo. "Negotiation mechanism for self-organized scheduling system". Paper presented in Third World Congress on Nature and Biologically Inspired Computing (NaBIC 2011), 2011.
    10.1109/NaBIC.2011.6089610
  21. Madureira, A.; Pereira, I.; Sousa, N.. "Self-organization for scheduling in agile manufacturing". 2011.
    10.1109/CIS.2011.6169132
  22. Madureira, A.; Pereira, I.; Sousa, N.. "Collective intelligence on dynamic manufacturing scheduling optimization". 2010.
    10.1109/BICTA.2010.5645248
  23. Madureira, A.; Pereira, I.. "Intelligent Bio-Inspired system for manufacturing scheduling under uncertainties". 2010.
    10.1109/HIS.2010.5600084
  24. Pereira, I.; Madureira, A.. "Meta-heuristics tunning using CBR for dynamic scheduling". 2010.
    10.1109/UKRICIS.2010.5898093
  25. Madureira, A.; Pereira, I.. "Self-optimization for dynamic scheduling in manufacturing systems". 2010.
    10.1007/978-90-481-9151-2-74
  26. Pereira, I.; Madureira, A.; Pereira, Ivo; Madureira, Ana. "Self-optimizing through CBR learning". Paper presented in IEEE World Congress on Computational Intelligence (WCCI 2010), Lisbon, 2010.
    10.1109/CEC.2010.5586081
  27. Pereira, I.; Madureira, A.. "Case-based reasoning for self-optimizing behavior". 2010.
    10.1109/ICSMC.2010.5642493
  28. Pereira, Ivo; Ana Maria Dias Madureira Pereira. "Auto-parametrização de Meta-heurísticas para Escalonamento Dinâmico". Paper presented in WACI’10 - 5th Workshop on Applications of Computational Intelligence, Coimbra, 2010.
  29. Ana Maria Dias Madureira Pereira; Nelson Sousa; Pereira, Ivo. "Mecanismo de Negociação para Sistema de Escalonamento Dinâmico". Paper presented in WACI’10 - 5th Workshop on Applications of Computational Intelligence, Coimbra, 2010.
  30. Madureira, A.; Santos, J.; Pereira, I.. "Self-managing agents for dynamic scheduling in manufacturing". 2008.
    10.1145/1388969.1389045
Journal article
  1. Jorge Miguel Lopes; Luis Paulo Mota; Samuel Marques Mota; José Manuel Torres; Rui Silva Moreira; Christophe Soares; Ivo Pereira; Feliz Ribeiro Gouveia; Pedro Sobral. "Object and Event Detection Pipeline for Rink Hockey Games". Future Internet (2024): https://doi.org/10.3390/fi16060179.
    10.3390/fi16060179
  2. Ivo Pereira; Ana Madureira; Nuno Bettencourt; Duarte Coelho; Miguel Ângelo Rebelo; Carolina Araújo; Daniel Alves de Oliveira. "A Machine Learning as a Service (MLaaS) Approach to Improve Marketing Success". Informatics (2024): https://doi.org/10.3390/informatics11020019.
    10.3390/informatics11020019
  3. Inês César; Ivo Pereira; Fátima Rodrigues; Vera L. Miguéis; Susana Nicola; Ana Madureira; José Luís Reis; José Paulo Marques Dos Santos; Daniel Alves de Oliveira. "A Systematic Review on Responsible Multimodal Sentiment Analysis in Marketing Applications". IEEE Access (2024): https://doi.org/10.1109/ACCESS.2024.3441514.
    10.1109/ACCESS.2024.3441514
  4. Leonor Fernandes; Vera Miguéis; Ivo Pereira; Eduardo e Oliveira. "Towards Hyper-Relevance in Marketing: Development of a Hybrid Cold-Start Recommender System". Applied Sciences (2023): https://doi.org/10.3390/app132312749.
    10.3390/app132312749
  5. Bruno Miguel Batista Pereira; José Manuel Torres; Pedro Miguel Sobral; Rui Silva Moreira; Christophe Pinto de Almeida Soares; Ivo Pereira. "Blockchain-Based Electronic Voting: A Secure and Transparent Solution". Cryptography (2023): https://doi.org/10.3390/cryptography7020027.
    10.3390/cryptography7020027
  6. César, Inês; Pereira, Ivo; Ana Madureira; Coelho, Duarte; Miguel Ângelo Rebelo; de Oliveira, Daniel Alves. "Customer Success Analysis and Modeling in Digital Marketing". International Journal of Computer Information Systems and Industrial Management Applications 15 (2023): 583-594.
  7. M. Paulo; Vera L. Miguéis; Ivo Pereira. "Leveraging email marketing: Using the subject line to anticipate the open rate". Expert Systems with Applications 207 (2022): 117974-117974. https://doi.org/10.1016/j.eswa.2022.117974.
    10.1016/j.eswa.2022.117974
  8. Carolina Araújo; Christophe Soares; Ivo Pereira; Duarte Coelho; Miguel Ângelo Rebelo; Ana Madureira. "A Novel Approach for Send Time Prediction on Email Marketing". Applied Sciences (2022): https://doi.org/10.3390/app12168310.
    10.3390/app12168310
  9. Duarte Coelho; Ana Maria Dias Madureira Pereira; Pereira, Ivo; Ramiro Gonçalves. "Multi-Objective Evolutionary Algorithms and Metaheuristics for Feature Selection: a Review". International Journal of Computer Information Systems and Industrial Management Applications (2022):
  10. Ivo Pereira; Ana Madureira; Eliana Costa e Silva; Ajith Abraham. "A Hybrid Metaheuristics Parameter Tuning Approach for Scheduling through Racing and Case-Based Reasoning". Applied Sciences (2021): https://doi.org/10.3390/app11083325.
    10.3390/app11083325
  11. Ferreira, Pedro; Anandan, Paul Danny; Pereira, Ivo; Hiwarkar, Vikrant; Sayed, Mohmed; Lohse, Niels; Aguiar, Susana; et al. "Integrated design environment for reusable modular assembly systems". Assembly Automation 39 4 (2019): 664-672. http://dx.doi.org/10.1108/aa-11-2017-154.
    10.1108/aa-11-2017-154
  12. Madureira, A.; Pereira, I.; Pereira, P.; Abraham, A.. "Negotiation mechanism for self-organized scheduling system with collective intelligence". Neurocomputing 132 (2014): 97-110. http://www.scopus.com/inward/record.url?eid=2-s2.0-84896704157&partnerID=MN8TOARS.
    10.1016/j.neucom.2013.10.032
  13. Piairo, J.; Madureira, A.; Pereira, J.P.; Pereira, I.. "Development and evaluation of a user interface for a scheduling system | Desenvolvimento e avaliação de um interface com o utilizador para um sistema de escalonamento". RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao 11 1 (2013): 77-92. http://www.scopus.com/inward/record.url?eid=2-s2.0-84885228305&partnerID=MN8TOARS.
    10.4304/risti.11.77-91
  14. Pereira, I.; Madureira, A.. "Self-Optimization module for Scheduling using Case-based Reasoning". Applied Soft Computing Journal 13 3 (2013): 1419-1432. http://www.scopus.com/inward/record.url?eid=2-s2.0-84881661197&partnerID=MN8TOARS.
    10.1016/j.asoc.2012.02.009
Preprint
  1. J. M. Lopes; L. P. Mota; S. M. Mota; José Manuel Torres; Rui S. Moreira; Christophe Soares; Ivo Pereira; Feliz Gouveia; Pedro Sobral. "Object and Event Detection Pipeline for Rink Hockey Games". 2024. https://doi.org/10.20944/preprints202404.0383.v1.
    10.20944/preprints202404.0383.v1
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2016 Metaheuristics Parameter Tuning using Racing and Case-based Reasoning in Scheduling Systems 16th International Conference on Intelligent Systems Design and Applications (ISDA 2016)
Instituto Superior de Engenharia do Porto (Porto, Portugal)
2016 Redundant and Decentralised Directory Facilitator for Resilient Plug and Produce Cyber Physical Production Systems 6th Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing (SOHOMA’16)
Faculdade de Ciências e Tecnologia - Universidade Nova de Lisboa (Lisboa, Portugal)
2015 Self-Optimizing a Multi-Agent Scheduling System: a Racing based approach 9th International Symposium on Intelligent Distributed Computing (IDC’2015)
(Guimarães, Portugal)
2015 Racing based approach for Metaheuristics Parameter Tuning 10th Iberian Conference on Informa- tion Systems and Technologies
Escola Superior de Tecnologia e Gestão de Águeda (Águeda, Portugal)
2013 Learning-Assisted Intelligent Scheduling System IEEE International Conference on Systems, Man, and Cybernetics (SMC 2013)
(Manchester, United Kingdom)
2013 Dynamic Adaptation for Scheduling Under Rush Manufacturing Orders With Case-Based Reasoning International Conference on Algebraic and Symbolic Computation (SymComp 2013)
(Lisboa, Portugal)
2013 Toward Ambient Intelligence for Intelligent Manufacturing Scheduling in Decision Making International Conference on Algebraic and Symbolic Computation (SymComp 2013)
(Lisboa, Portugal)
2013 Cooperative Scheduling System with Emergent Swarm Based Behavior World Conference on Information Systems and Technologies (WorldCIST’13)
(Olhão, Portugal)
2013 A User-Centered Interface for Scheduling Problem Definition World Conference on Information Systems and Technologies (WorldCIST’13)
(Olhão, Portugal)
2011 Case-based Reasoning for Meta-heuristics Self-Parameterization in a Multi-Agent Scheduling System 2nd International Symposium on Computational Intelligence for Engineering Systems (ISCIES ’2011)
(Coimbra, Portugal)
2010 Mecanismo de Negociação para Sistema de Escalonamento Dinâmico WACI’10 - 5th Workshop on Applications of Computational Intelligence, Coimbra, Portugal
(Coimbra, Portugal)
2010 Mecanismo de Negociação para Sistema de Escalonamento Dinâmico WACI’10 - 5th Workshop on Applications of Computational Intelligence
(Coimbra, Portugal)
2010 Meta-heuristics Tunning using CBR for Dynamic Scheduling International Conference on Cybernetic Intelligent Systems 2010 (CIS 2010)
(Reading, United Kingdom)
2010 Self-Optimization Aspects for Dynamic Scheduling 24th European Conference on Operational Research (EURO XXIV)
(Lisboa, Portugal)
2009 Self-Optimization for Dynamic Scheduling in Manufacturing Systems International Conference on Industrial Electronics, Technology & Automation, “International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering” (CISSE’09)
2009 Autonomic Computing for Scheduling in Manufacturing Systems International Symposium on Computational Intelligence for Engineering Systems (ISCIES09)
(Porto, Portugal)
2008 Self-configuration in Dynamic Scheduling First International Conference on Business Sustainability (BS’08)
(Esposende, Portugal)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2019 - Current Cost-Effective Feature Selection
Co-supervisor
 Informática (PhD)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2024 - 2024 AgriApp
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2024 - 2024 Publicity Mobile App
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2024 - 2024 Esmoriz Ginásio Clube Mobile App
Co-supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2024 - 2024 Volleyball Tracking via CV
Co-supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2024 - 2024 Health Management System for IPO Coimbra
Co-supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2022 - 2024 Blockchain Timetabling Scheduling System
Supervisor
 Engenharia Informática (Master)
Universidade Fernando Pessoa, Portugal
2023 - 2023 Cash Register
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2023 - 2023 Home Augmented Reality
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2023 - 2023 Web Portal for Real Estate Investors
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2023 - 2023 AI4DRR App
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2023 - 2023 Exploring Augmented Reality in an Omnichannel Marketing Strategy
Co-supervisor
 Engenharia de Sistemas (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023 - 2023 Exploring Virtual Reality in an Omnichannel Marketing Strategy
Co-supervisor
 Engenharia de Sistemas (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023 - 2023 Dashboard for Security and Deliverability
Co-supervisor
 Engenharia de Telecomunicações e Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023 - 2023 Infrastructure Enumerator
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023 - 2023 SMS Send Frequency
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022 - 2022 Development of a Hybrid Cold-Start Recommender System
Co-supervisor
 Engenharia e Gestão Industrial (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2022 - 2022 E-Commerce Features for E-goi Integrations
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022 - 2022 Webhooks Delivery System
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022 - 2022 HTML Generation Optimization
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022 - 2022 Customer Success Analysis & Modeling
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022 - 2022 Database Connector
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022 - 2022 Machine Learning as a Service Application
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2022 - 2022 Mobile App for Intelligent Agriculture
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2022 - 2022 Online Shop Paivahidraulica
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2022 - 2022 Dashboards and Reports through Querying
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2022 - 2022 Healthier App
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2022 - 2022 Attendance Marking System
Co-supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2022 - 2022 Body Health App
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2021 - 2022 Send Frequency Prediction on Email Marketing
Co-supervisor
 Engenharia Informática (Master)
Universidade Fernando Pessoa, Portugal
2021 - 2022 New Communication Channel for Gathering and Managing Feedback
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2022 Transactional Communications to Improve Customer Relationship
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2022 Issue Creator
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2022 One Widget
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2022 Phishing Detection with a Machine Learning Net
Co-supervisor
 Estatística Computacional e Análise de Dados (Master)
Universidade do Porto Faculdade de Ciências, Portugal
2021 - 2022 Recommendation System for the News Market
Co-supervisor
 Estatística Computacional e Análise de Dados (Master)
Universidade do Porto Faculdade de Ciências, Portugal
2021 - 2021 Ads Standalone
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico de Coimbra Instituto Superior de Engenharia de Coimbra, Portugal
2021 - 2021 Sistema de Limpeza Automática de Listas de Contactos
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2021 Qero Social
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2021 SmartWiFi: Firmware e Controladora SW
Co-supervisor
 Engenharia Eletrotécnica e de Computadores (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2021 Development of a new model for the design of Artificial Intelligence as a Service solutions
Co-supervisor
 Engenharia de Serviços e Gestão (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2021 Idea and Project Portfolio Management for Innovation in a SaaS Company
Co-supervisor
 Engenharia de Serviços e Gestão (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2021 Developing new Knowledge Management processes for SaaS organisations
Co-supervisor
 Engenharia de Serviços e Gestão (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2021 Automação de Integrações em Marketing Omnicanal
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2021 Novo Canal de Comunicação On-site Messaging
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2021 Ads Standalone
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico de Coimbra Instituto Superior de Engenharia de Coimbra, Portugal
2021 - 2021 Automatic Contact List Cleanup System
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2021 Qero Social
Co-supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2021 SmartWiFi: Firmware and SW Controller
Co-supervisor
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2021 Automated API Lifecycle Management
Co-supervisor
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 - 2021 Portal for centralizing average sales and rental prices to support investment decisions
Supervisor
 Licenciatura em Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2021 - 2021 Mobile application for monitoring weight and physical activity
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2021 - 2021 Nursing Home Monitoring System
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2021 - 2021 Recruitment management and tracking application
Supervisor
 Engenharia Informática (Degree)
Universidade Fernando Pessoa, Portugal
2020 - 2021 Autonomous Conversation System for Multichannel Marketing
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 - 2021 Track&Engage E-commerce
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 - 2021 Subject Analyzer
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 - 2020 Exploring the Application of Service Design Methodologies in the Design of an Innovation Management System
Co-supervisor
 Engenharia de Serviços e Gestão (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2020 Product Management – Analysis and Improvement of Business Processes
Co-supervisor
 Engenharia de Serviços e Gestão (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2020 Análise e Melhoria de Processos de Gestão de Equipas de Software
Co-supervisor
 Engenharia de Serviços e Gestão (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2020 - 2020 Help Widget e Chat
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 - 2020 Gestão de Produtos
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 - 2020 Aplicação Mobile E-goi
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 - 2020 Classificação de Listas de Emails
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 - 2020 Dashboard para monitorização de KPIs de contas de clientes
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 - 2020 Monitorização de Redes através da Controladora SmartWIFI
Co-supervisor
 Engenharia Eletrotécnica e de Computadores (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019 - 2020 Distributed Mail Transfer Agent
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019 - 2020 API Management & Monitoring
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019 - 2020 Churn Prediction in Digital Marketing
Co-supervisor
 Engenharia Informática e Computação (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 - 2019 Sistema de Ponto com Reconhecimento Facial
Co-supervisor
 Engenharia Informática (Degree)
Instituto Superior Politécnico Gaya, Portugal
2019 - 2019 Relatórios de Engagement do Canal WebPush
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019 - 2019 Relatórios de Engagement do Canal Push
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019 - 2019 Relatórios de Engagement do Canal E-mail
Co-supervisor
 Tecnologias e Sistemas de Informação para a Web (Degree)
Instituto Politécnico do Porto Escola Superior de Media Artes e Design, Portugal
2019 - 2019 Relatórios de Engagement do canal SMS
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019 - 2019 Phishing Detection with Recurrent Neural Networks
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018 - 2019 Intelligent dynamic recognition of traffic signals
Supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018 - 2019 Editor de Formulários do E-goi
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018 - 2019 Learning to classify a subject-line quality for email marketing using Data Mining techniques
Co-supervisor
 Engenharia Informática e Computação (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2019 Multichannel Marketing Platform Supporting Chatbot System
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018 - 2019 Integrations Manager UI
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico de Coimbra Instituto Superior de Engenharia de Coimbra, Portugal
2018 - 2019 Central de Integrações
Co-supervisor
 Engenharia de Sistemas Informáticos (Degree)
Instituto Politécnico do Cávado e do Ave, Portugal
2018 - 2018 Analysis and Improvement of Account Management Processes
Co-supervisor
 Engenharia de Serviços e Gestão (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018 New continuous improvement system in real-time for a SaaS product
Co-supervisor
 Engenharia de Serviços e Gestão (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018 Smart WI-FI QERO
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2017 - 2018 Intelligent Analysis of Contact Databases’ Importation
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2017 - 2018 Novo canal de comunicação para marketing digital
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2017 - 2018 Sistema de Gestão de Formulários para a Plataforma de Marketing Digital E-goi
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2016 - 2017 Heuristic aided by Machine Learning applied to Scheduling problems
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2013 - 2014 Hyper-heuristics with Learning
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2013 - 2014 Management Platform for a Yôga School
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2012 - 2013 Tutor of Metaheuristics
Co-supervisor
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2020 - 2020 Program Committee Member of the International Conference on Marketing and Technologies (ICMarktech 20) (2020 - 2020)
Conference (Member of the Scientific Committee)
2018/12/13 - 2018/12/15 Active cooperation with the organizing committee in the 18th International Conference on Hybrid Intelligent Systems (HIS 2018), 14th International Conference on Information Assurance and Se- curity (IAS 2018), and 10th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2018) (2018/12/13 - 2018/12/15)
Conference (Member of the Organising Committee)
 Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2016 - 2016 Program Committee Member of the 16th International Conference on Intelligent Systems Design and Applications (ISDA 2016) (2016 - 2016)
Conference (Member of the Scientific Committee)
2016 - 2016 Program Committee Member of the 8th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2016) (2016 - 2016)
Conference (Member of the Scientific Committee)
2015 - 2015 Program Committee Member of the 6th International Conference on Innovations in Bio-inspired Computing and Applications (IBICA 2015) (2015 - 2015)
Conference (Member of the Scientific Committee)
2015 - 2015 Program Committee Member of the 7th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2015) (2015 - 2015)
Conference (Member of the Scientific Committee)
2015 - 2015 Program Committee Member of the 7th World Congress on Nature and Biologically Inspired Computing (NaBIC 2015) (2015 - 2015)
Congress (Member of the Scientific Committee)
2015 - 2015 Program Committee Member of the 7th International Conference on Computational Aspects of Social Networks (CASoN 2015) (2015 - 2015)
Conference (Member of the Scientific Committee)
2014 - 2014 Program Committee Member of the 6th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2014) (2014 - 2014)
Conference (Member of the Scientific Committee)
2014 - 2014 Program Committee Member of the 6th World Congress on Nature and Biologically Inspired Computing (NaBIC 2014) (2014 - 2014)
Congress (Member of the Scientific Committee)
2014 - 2014 Program Committee Member of the 6th International Conference on Computational Aspects of Social Networks (CASoN 2014) (2014 - 2014)
Conference (Member of the Scientific Committee)
2014 - 2014 Program Committee Member of the 14th International Conference on Intelligent Systems Design and Applications (ISDA 2014) (2014 - 2014)
Conference (Member of the Scientific Committee)
2009/11/18 - 2009/11/19 Active collaboration with the organization of the International Symposium on Computational Intel- ligence for Engineering Systems (ISCIES09) (2009/11/18 - 2009/11/19)
Symposium (Member of the Organising Committee)
 Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2022/12/15 - 2022/12/15 Session Co-Chair during the 14th Soft Computing and Pattern Recognition (SoCPaR’22), December 15, 2022
2021/01/22 - 2021/01/22 Delivering Data Science Solutions - Process, ESTG, Felgueiras, Portugal, January 22, 2021
2020/12/12 - 2020/12/12 Session Chair during the 20th International Conference on Intelligent Systems Design and Applications (ISDA 2020), December 12, 2020.
Conference
 20th International Conference on Intelligent Systems Design and Applications (ISDA 2020)
Machine Intelligence Research Labs, United States
2020/10/20 - 2020/10/20 AI Master Class “Creative Computing and Bio-Inspired Approaches in Artificial Intelligence”
Seminar
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020/05/04 - 2020/06/01 Mini MBA 2nd edition, ISAG
Other
 Mini MBA 2nd edition
Instituto Superior de Administração e Gestão, Portugal
2020/02/12 - 2020/02/12 Master Class in Innovation Management, APCER
Other
 Master Class in Innovation Management, APCER
2019/07/01 - 2019/07/05 2nd UPTEC School on the Future of Computing
Other
 2nd UPTEC School on the Future of Computing
2018/10/06 - 2018/10/06 DSPT Day 2018, A Data Science Conference
Conference
 DSPT Day 2018, A Data Science Conference
2018/06/25 - 2018/06/29 1st UPTEC School on the Future of Computing
Other
 1st UPTEC School on the Future of Computing
2016 - 2016 6th Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing (SOHOMA’16)
Workshop
 6th Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing (SOHOMA’16)
2015/10/07 - 2015/10/09 9th International Symposium on Intelligent Distributed Computing (IDC’2015)
Symposium
 9th International Symposium on Intelligent Distributed Computing (IDC’2015)
2015/06/17 - 2015/06/20 10th Iberian Conference on Information Systems and Technologies
Conference
 10th Iberian Conference on Information Systems and Technologies
2014/07/30 - 2014/07/31 6th World Congress on Nature and Biologically Inspired Computing (NaBIC2014)
Congress
 6th World Congress on Nature and Biologically Inspired Computing (NaBIC2014)
2013/10/13 - 2013/10/16 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2013)
Conference
 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2013)
2013/10/09 - 2013/10/10 International Conference on Algebraic and Symbolic Computation (SymComp 2013)
Conference
 International Conference on Algebraic and Symbolic Computation (SymComp 2013)
2013/03/27 - 2013/03/30 2013 World Conference on Information Systems and Technologies (WorldCIST’13)
Conference
 2013 World Conference on Information Systems and Technologies (WorldCIST’13)
2013/03/25 - 2013/03/27 8th National Encounter of Computer Science Students
Meeting
 8th National Encounter of Computer Science Students
2012/07/02 - 2012/07/06 NN 2012 Summer School of Neural Networks in Classification, Regression and Data Mining
Other
 NN 2012 Summer School of Neural Networks in Classification, Regression and Data Mining
2011/11/16 - 2011/11/18 2nd International Symposium on Computational Intelligence for Engineering Systems (ISCIES 2011)
Symposium
 2nd International Symposium on Computational Intelligence for Engineering Systems (ISCIES 2011)
2010/12/02 - 2010/12/02 5th Workshop on Applications of Computational Intelligence (WACI’10)
Workshop
 5th Workshop on Applications of Computational Intelligence (WACI’10)
2010/09/01 - 2010/09/02 9th IEEE International Conference on Cybernetic Intelligent Systems 2010 (CIS 2010)
Conference
 9th IEEE International Conference on Cybernetic Intelligent Systems 2010 (CIS 2010)
2010 - 2010 24th European Conference on Operational Research (EURO XXIV)
Conference
 24th European Conference on Operational Research (EURO XXIV)
2009/11/18 - 2009/11/19 International Symposium on Computational Intelligence for Engineering Systems (ISCIES09)
Symposium
 International Symposium on Computational Intelligence for Engineering Systems (ISCIES09)
2008/10/24 - 2008/10/26 4th National Encounter of Computer Science Students
Meeting
 4th National Encounter of Computer Science Students
2008/06/25 - 2008/06/27 First International Conference on Business Sustainability (BS’08)
Conference
 First International Conference on Business Sustainability (BS’08)
2008/04/28 - 2008/04/28 Lecture “How to Make an Effective Presentation of a Multimedia Project”
Other
 Lecture “How to Make an Effective Presentation of a Multimedia Project”
2007/11/14 - 2007/11/14 Lecture “Artificial Intelligence and Research in ISE’s”
Other
 Lecture “Artificial Intelligence and Research in ISE’s”
2007/10/27 - 2007/10/27 Workshop “Hands-On – “Do you want to build a search engine?”
Other
 Workshop “Hands-On – “Do you want to build a search engine?”
2007/10/17 - 2007/10/17 Lecture “Information Search and Artificial Intelligence”
Other
 Lecture “Information Search and Artificial Intelligence”
2007/05/14 - 2007/05/18 Workshop “ISEP | GO - Communication competences for Public Presentations”
Workshop
 Workshop “ISEP | GO - Communication competences for Public Presentations”
2007/04/11 - 2007/05/02 Workshop “LaTeX course - Use of LaTeX for editing documents”
Workshop
 Workshop “LaTeX course - Use of LaTeX for editing documents”
2007/04/17 - 2007/04/26 Workshop “ISEP | GO - Competences for Employability”
Workshop
 Workshop “ISEP | GO - Competences for Employability”
2007/04/21 - 2007/04/21 Workshop “Hands-On Multimedia - Multimedia Development with Macromedia Flash”
Workshop
 Workshop “Hands-On Multimedia - Multimedia Development with Macromedia Flash”
2007/04/04 - 2007/04/04 Workshop “Hands-On Communications - Configuring Networking Assets”
Workshop
 Workshop “Hands-On Communications - Configuring Networking Assets”
2006 - 2006 Lecture “Artificial Intelligence”
Other
 Lecture “Artificial Intelligence”

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2024 Impact of Artificial Intelligence on Knowledge Management in Organizations
(Thesis) Main arguer
 Ema Nascimento (Master)
ISCTE-Instituto Universitário de Lisboa, Portugal
2024 Signal processing measurement of the results of the up-down hop test using sensors
(Thesis) Main arguer
 Ticiana Capris (Master)
Instituto Politécnico de Viseu Escola Superior de Tecnologia e Gestão de Viseu, Portugal
2023 IoT System for Monitoring Rainwater Drainage Infrastructures
President of the jury
 Paulo Carvalho (Master)
Universidade Fernando Pessoa, Portugal
2023 Blockchain Technology in the Mobility Sector
(Thesis) Main arguer
 Hugo Cunha (Master)
Instituto Superior da Maia, Portugal
2023 Assessing Customer Satisfaction: A Classification Model using Machine Learning
(Thesis) Main arguer
 António Saraiva (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023 Identification of Piracy Suspects in Telecom Industry Through the Implementation of a New Process Leveraged by a Predictive Model
(Thesis) Main arguer
 Maria Rocha (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023 Integration of hybrid forecasting models in the S&OP process
(Thesis) Main arguer
 José Vieira (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023 Intelligent Feature Design in Mass-market Retail Campaigns
(Thesis) Main arguer
 Leonardo Luzio (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2023 Blockchain-based Reputation Models for E-commerce
(Thesis) Main arguer
 Marta Coelho (Master)
Instituto Politécnico do Porto Instituto Superior de Contabilidade e Administração do Porto, Portugal
2023 Digital Maturity Model for SMEs
(Thesis) Main arguer
 Marcos Santos (Master)
Instituto Superior da Maia, Portugal
2023 Airmon: IoT Classroom Occupancy Monitoring and Classification System
President of the jury
 João Vargas (Master)
Universidade Fernando Pessoa Faculdade de Ciência e Tecnologia, Portugal
2022 Automatic Fire Detection
(Thesis) Main arguer
 Nuno Silva (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022 Distributed Job Scheduler
(Thesis) Main arguer
 Jorge Carvalho (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022 A Machine Learning Approach to Markdown Strategies Regarding Food Retail
(Thesis) Main arguer
 Luís Bulhosa (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2022 Rethinking markdown decisions in electronics retail
(Thesis) Main arguer
 João Moucho (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2021/11/11 Data-driven disaster management in a smart city
(Thesis) Main arguer
 Sandra de Jesus Pereira Gonçalves (Master)
ISCTE-Instituto Universitário de Lisboa, Portugal
2021/10/19 Discretation and Parameterization of the Particle Swarm Optimization Algorithm
(Thesis) Arguer
 Rui Jorge Valente Alves Silva (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/07 Analytical CRM in a management consulting firm: an application of data driven techniques
(Thesis) Main arguer
 Inês Amorim (Master)
Universidade Católica Portuguesa Católica Porto Business School, Portugal
2020 Facial Expression Recognition System Stress Detection
(Thesis) Main arguer
 José Almeida (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 Centralized third-party services to improve customer relationship management
(Thesis) Main arguer
 José Santos (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 Monitoring the Integrity of Structures using Data Analytics
(Thesis) Main arguer
 João Morais (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 Scheduling Strategies of Intelligent Production in Industry 4.0
(Thesis) Main arguer
 Fábio Coelho (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019 Assistance Management Software – Web Application
(Thesis) Main arguer
 André Carvalho (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018 Development of Intelligent Tool for Phishing Email Detection
(Thesis) Main arguer
 Marcos Pires (Master)
Universidade de Aveiro, Portugal
2015 Analysis of Optimization Techniques Performance in the Scheduling Problem
(Thesis) Main arguer
 André Santos (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2011 Performance Analysis of Optimization Techniques Inspired by Nature
(Thesis) Main arguer
 Heleen Van Cauter (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2010 Metaheuristics Methods For The Scheduling Problem
(Thesis) Main arguer
 Carlos Travieso (Other)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Association member

Society Organization name Role
2011 - 2017 Institute of Electrical and Electronics Engineers (IEEE) Membro
2016 - 2016 Institute of Electrical and Electronics Engineers (IEEE) IEEE Portugal Section Membership Development Coordinator

Committee member

Activity description
Role 		Institution / Organization
2022 - 2022 Publicity Chair on the 13th International Conference on Innovations in Bio-Inspired Computing and Applications
Member

Conference scientific committee

Conference name Conference host
2023 - 2023 International Conference on Marketing and Technologies (ICMarktech 23)
2022 - 2022 12th World Congress on Information and Communication Technologies (ICT 2022)
2022 - 2022 13th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2022)
2022 - 2022 International Conference on Marketing and Technologies (ICMarktech 22)
2021 - 2021 12th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA'21)
2020 - 2020 International Conference on Marketing and Technologies (ICMarktech’20)
2016 - 2016 16th International Conference on Intelligent Systems Design and Applications (ISDA 2016)
2016 - 2016 8th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2016)
2015 - 2015 IEEE International Joint Conference on Neural Networks
2015 - 2015 7th World Congress on Nature and Biologically Inspired Computing (NaBIC 2015)
2011 - 2011 5th IEEE International Conference on Cybernetics and Intelligent Systems (CIS)

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2024/09 - Current Estruturas de Informação Engenharia Informática (Licenciatura) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/09 - Current Laboratório/Projeto III Engenharia Informática (Licenciatura) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/09 - Current Arquitetura de Sistemas Engenharia Informática (Licenciatura) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2024/02 - 2024/08 Laboratório Web do Lado Cliente Engenharia Informática (Licenciatura) Universidade Fernando Pessoa, Portugal
2022/10 - 2024/08 Projeto em Sistemas e Redes (E-learning - HEP - Higher Ed Partners) - Pós-Graduação em Engenharia Informática com Análise de Dados Pós-Graduação em Engenharia Informática com Análise de Dados (Pós-Graduação) Universidade Fernando Pessoa, Portugal
2022/10 - 2024/08 Projeto em Sistemas e Redes (E-learning - HEP - Higher Ed Partners) - Pós-Graduação em Engenharia Informática com Ciber-Segurança Pós-Graduação em Engenharia Informática com Ciber-Segurança (Pós-Graduação) Universidade Fernando Pessoa, Portugal
2021/02 - 2024/08 Sistemas Distribuídos Engenharia Informática (Licenciatura) Universidade Fernando Pessoa, Portugal
2021/02 - 2024/08 Concepção de Jogos de Computador Engenharia Informática (Licenciatura) Universidade Fernando Pessoa, Portugal
2021/02 - 2024/08 Projeto em Sistemas e Redes Engenharia Informática (Mestrado) Universidade Fernando Pessoa, Portugal
2020/09 - 2024/08 Multimédia I Engenharia Informática (Licenciatura) Universidade Fernando Pessoa, Portugal
2020/09 - 2024/08 Engenharia de Software Engenharia Informática (Licenciatura) Universidade Fernando Pessoa, Portugal
2020/09 - 2024/08 Projeto de Aplicações Móveis Engenharia Informática (Mestrado) Universidade Fernando Pessoa, Portugal
2021/02 - 2022/07/31 Hardware & Sensores Engenharia Informática (Licenciatura) Universidade Fernando Pessoa, Portugal
2018/09 - 2020/02 Algoritmia Avançada Licenciatura em Engenharia Informática (Licenciatura) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/02 - 2019/07 Linguagens e Programação Licenciatura em Engenharia Informática (Licenciatura) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018/02 - 2018/07 Paradigmas da Programação Licenciatura em Segurança Informática em Redes de Computadores (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017/09 - 2018/02 Laboratório de Programação Licenciatura em Segurança Informática em Redes de Computadores (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2017/03 - 2017/07 Sistemas Digitais e Arquitetura de Computadores Licenciatura em Segurança Informática em Redes de Computadores (Licenciatura) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal

Evaluation committee

Activity description
Role 		Institution / Organization Funding entity
2017 - Current ANI projects evaluator
Evaluator
 Agência Nacional de Inovação SA, Portugal

Journal scientific committee

Journal title (ISSN) Publisher
2013 - Current IEEE Transactions on Neural Networks and Learning Systems (2162-2388) Institute of Electrical and Electronics Engineers
2013 - Current Expert Systems with Applications (0957-4174) Elsevier
2013 - 2013 IEEE Intelligent Systems (1941-1294) Institute of Electrical and Electronics Engineers
2012 - 2012 Journal of Engineering and Technology Research
2010 - 2010 Revista de la Facultad de Ingenería - Universidad Central de Venezuela

Mentoring / Tutoring

Topic Student name
2022 - 2022 Internship at SIBS João Piedade
2021 - 2021 Internship at INSIA Josué Braz
Distinctions

Award

2021 First Place of the Master Thesis Competition at the Fourth European Industrial Engineering and Operations Management Conference, Rome, Italy, August 2-5, 2021.

Other distinction

2015 Finalist of the "Best Iberian PhD Thesis in Information Systems and Technologies" award, 2015
2010 Ph.D. scholarship
Fundação para a Ciência e a Tecnologia, Portugal
2009 Certificate for having completed, with distinction, the first year of Master's Degree in Computer Engineering in the academic year 2007-2008
2006 Honorable Mention obtained by high merit in the final work of Bachelor of Computer Engineering at Instituto Superior de Engenharia do Porto