Research output per year
Research output per year
Campus de Campolide
1070-312 Lisboa
Portugal
NOVA Information Management School - Universidade Nova de Lisboa Campus de Campolide 1070-312 Lisboa Portugal
Portugal
Accepting PhD Students
PhD projects
Projects on evolving fuzzy systems for streaming data: interpretable rule bases, explainable inference, and multi-objective/ proximal training that trades accuracy for simplicity. Topics include drift-aware structure learning, knowledge extraction, and federated aggregation of fuzzy terms. Use cases: healthcare operations, energy demand, smart cities.
Research activity per year
Ph.D. in Technical Sciences from Johannes Kepler University Linz – JKU (2023). Master’s in Electrical Engineering from the Federal University of Minas Gerais (2015). Holds a Bachelor’s degree in Information Systems from UNA University Center (2009) and a postgraduate specialization in Informatics with an emphasis on Software Engineering from the Federal University of Minas Gerais (UFMG). Previously worked as a researcher at Fondazione Bruno Kessler in Trento, Italy, and is currently at Universidade Nova de Lisboa (NOVA IMS). Formerly served as an IT Analyst – Development at the Federal Center for Technological Education of Minas Gerais (CEFET-MG) and as a lecturer in undergraduate courses at UNA University in Betim. His main research interests focus on intelligent hybrid models, particularly fuzzy neural networks. Data mining and binary pattern classification problems are also of interest.
Computer Science, Doctorate, Evolving Fuzzy Neural Networks with Improved Interpretability and Integrating User Feedback, Johannes Kepler University Linz
1 Mar 2020 → 31 Jan 2023
Award Date: 31 Jan 2023
Research output: Contribution to journal › Article › peer-review
Aparicio, Manuela (Recipient), Oliveira, Tiago (Recipient), Rita, Paulo (Recipient), Castelli, Mauro (Recipient), Tam, Carlos (Recipient), Vanneschi, Leonardo (Recipient), Bação, Fernando (Recipient), Liu, Cong (Recipient), Souza, Paulo (Recipient), Jesus, Frederico Cruz (Recipient) & Cabral, Pedro (Recipient), 18 Sept 2025
Prize: National/international honour