• 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.

Calculated based on number of publications stored in Pure and citations from Scopus
20252025

Research activity per year

Personal profile

Personal information

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.

Education/Academic qualification

Computer Science, Doctorate, Evolving Fuzzy Neural Networks with Improved Interpretability and Integrating User Feedback, Johannes Kepler University Linz

1 Mar 202031 Jan 2023

Award Date: 31 Jan 2023

Keywords

  • QA75 Electronic computers. Computer science
  • fuzzy systems
  • fuzzy neural networks
  • evolving fuzzy systems

Collaborations and top research areas from the last five years

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