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Others
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Program Committee
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- Technical Program Committee member at the *11th International Conference on Intelligent Systems and Applications (INTELLI 2022)*.
- Program Committee member at the Summer school *Robotics and Applied Machine Learning (RML-2021)*.
- Technical Program Committee member at the *10th International Conference on Intelligent Systems and Applications (INTELLI 2021)*.
- Program Committee member at *3rd International Conference on Artificial Intelligence and Computer Science (AICS2021)*.
- Program Committee member at the Summer school *Robotics and Applied Machine Learning (RML-2020)*.
- Scientific Committee member at the *14th APCA International Conference on Automatic Control and Soft Computing (CONTROLO 2020)*.
- Program Committee member at the *2nd World Congress on Artificial Intelligence and Machine Learning (WCAIML-2020)*.
- Technical Program Committee member at the *9th International Conference on Intelligent Systems and Applications (INTELLI 2020)*.
- Program Committee member at the *15th Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2019)*.
- Technical Program Committee member at the *8th International Conference on Intelligent Systems and Applications (INTELLI 2019)*.
Ornagization Committee
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- Ornagization Committee member at the Summer school *Robotics and Applied Machine Learning (RML-2020)*.
- Ornagization Committee member at the Summer school *Robotics and Applied Machine Learning (RML-2021)*.
Special Issues
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- Editor of the `Control and Soft Computing `_ Special Issue. Computing and Artificial Intelligence Section, at the Applied Sciences journal, 2019-2020.
- Editor of the `Application of Artificial Intelligence, Machine Learning, and Numerical Simulations in Fire Engineering and Sciences `_ Special Issue. Civil Engineering, at the Applied Sciences journal journal, 2021-2022.
- Editor of the `Recent Advances in Computational Intelligence Methodologies for Industries `_ Special Issue. Computational and Applied Mathematics, at the Mathematics journal, 2021-2022.
Special Sessions
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- João Ruivo Paulo, **Jérôme Mendes**, Teresa Sousa, Eduardo Rocon. *INT4DAT – Intelligent Systems and Technologies for Diagnostic, Assistance, and Therapeutics*, at the *15th Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2019)*.
Sessions Chair
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- Chair of Special Session “INT4DAT – Intelligent Systems and Technologies for Diagnostic, Assistance, and Therapeutics” at *15th Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2019)*.
- Chair of Special Session “Advances in Control Education” at *13th APCA/IEEE International Conference on Automatic Control and Soft Computing (CONTROLO 2018)*.
- Chair of “Industrial Control Track” session at *17th IEEE Conference on Emerging Technologies and Factory Automation (ETFA 2012)*.
- Chair of “Industrial Control Track” session at *16th IEEE Conference on Emerging Technologies and Factory Automation (ETFA 2011)*.
Best Paper Award
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- **Best Paper Award** of the INDIN 2021 conference (an ex aequo award).
- Jorge S. S. Júnior, **Jérôme Mendes**, Rui Araújo, João Ruivo Paulo and Cristiano Premebida. Novelty Detection for Iterative Learning of MIMO Fuzzy Systems. *IEEE 19th International Conference on Industrial Informatics (INDIN 2021)*, Palma de Mallorca, Spain, 21-23 July 2021. IEEE.
- **Best Paper Award** of the ICELTICS 2018 conference.
- Ricardo Pereira, Rui Araújo, **Jérôme Mendes**, Ricardo Maia, and Gonçalo Gouveia. Sun-synchronous satellite simulation on khronosim, the new system testing architecture. *In Proc. 2018 IEEE International Conference on Electrical Engineering and Informatics (ICELTICS 2018)*, pages 1--6, Banda Aceh, Indonesia, September 19-20 2018. IEEE. `[doi] `_
PhD Thesis Supervision
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- Jorge Sampaio Silveira Júnior, "Abnormal-Sensitive Industrial Decision System with Self-healing Intelligence", PhD Thesis in Electrical and Computer Engineering, University of Coimbra, 2019-2023 (ongoing).
- Rodrigo de Oliveira Salles, "Computational Intelligence Methodologies for Efficient and Sustainable Industry", PhD Thesis in Electrical and Computer Engineering, University of Coimbra, 2021-2024 (ongoing).
- Jose Eduardo Tafula, "Sustainable Energy Management of Microgrids for Rural Electrification using Computational Intelligence Techniques: a case study for Mozambique", PhD Thesis in Sustainable Energy Systems, University of Coimbra, 2020-2024 (ongoing). [Co-supervisor]
MSc Thesis Supervision
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\[13\]. Tomás Pedrosa. "Técnicas de Inteligência Computacional para Desenvolvimento de Sensores Virtuais em Processos Industriais", Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2022 (ongoing). Supervisor: Rui Araújo and Jérôme Mendes.
\[12\]. Nuno Mendes. "Federated Learning for Net Energy Consumption Prediction in Building Communities", Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2022 (ongoing). Supervisor: Pedro Moura and Jérôme Mendes.
\[11\]. Rodrigo Salles, "Fault detection in wastewater treatment plant - Application and comparison of machine learning techniques with streaming data.", Master Thesis in Data Science and Engineering, University of Porto, 2022 (ongoing). Supervisors: João Gama, Jérôme Mendes, and Rita Ribeiro.
\[10\]. Daniel Cardoso Torres, "Intelligent Platform for Microalgae Production", Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2022 (ongoing). Supervisors: Jérôme Mendes and Cristiano Premebida.
\[9\]. Jorge Fernando Alvarinhas Pereira, "Intelligent fire prediction", Master Thesis in Engineering Physics, University of Coimbra, 2022 (ongoing). Supervisor: Jérôme Mendes and Cristiano Premebida.
\[8\]. Jorge Miguel da Silva Alves, "Development of a modular hardware architecture for industrial environments", Master Thesis in Engineering Physics, University of Coimbra, 2022 (ongoing). Supervisor: Jérôme Mendes and Lino Marques.
\[7\]. João Miguel Malva Freitas, “Online Evolving Fuzzy Control Design”, Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2018. Co-supervisor: Jérôme Mendes. Supervisor: Rui Araújo.
\[6\]. António Eleutério de Vasconcelos Craveiro, “Iterative Fuzzy Design for Identification and Control”, Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2017. Co-supervisor: Jérôme Mendes. Supervisor: Rui Araújo.
\[5\]. Nuno Miguel Santos de Sousa, “Fuzzy Predictive Control for Application in Industrial Processes” (in Portuguese), Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2016. Co-supervisor: Jérôme Mendes. Supervisor: Rui Araújo.
\[4\]. Samuel António Pires Pinto, “Automatic Learning of the Knowledge Base for Fuzzy Systems” (in Portuguese), Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2012. Co-supervisor: Jérôme Mendes. Supervisor: Prof. Rui Alexandre de Matos Araújo.
\[3\]. Anderson Frederico Bastos de Sousa, “Fuzzy Predictive Control of Nonlinear Processes” (in Portuguese), Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2011. Co-supervisor: Jérôme Mendes. Supervisor: Rui Araújo.
\[2\]. Ricardo Simões Seco, “Automatic Extraction of the Fuzzy Control System for Industrial Processes”, Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2011. Co-supervisor: Jérôme Mendes. Supervisor: Prof. Rui Araújo.
\[1\]. João Carlos Ferreira Marques, “Adaptive Fuzzy Control Systems” (in Portuguese), Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2011. Co-supervisor: Jérôme Mendes. Supervisor: Rui Araújo.
Reviewer Board
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- `Mathematics journal `_, 2021.