Vitor Guerra Rolla
Vitor Guerra Rolla works at Fraunhofer AICOS Portugal as a Senior Scientist. Previously, he was a postdoctoral fellow of excellence at the National Institute of Pure and Applied Mathematics (IMPA) in Rio de Janeiro. He has a Ph.D. in Informatics Engineering from the University of Coimbra, Portugal. He also has an MSc in Computer Science from Instituto Militar de Engenharia (IME), Rio de Janeiro, Brazil. His core research interests include:- data science
- machine learning
- natural language processing
- predictive maintenance
- complex network analysis
Selected Publications
- [natural language processing]
- INCOGNITUS: A Toolbox for Automated Clinical Notes Anonymization. EACL 2023.
- [predictive maintenance]
- Multimodal and multi-view predictive maintenance: A case study in the oil industry. IEEE CAI 2023.
- Predictive Maintenance Approaches with Free-text Labels: A Case Study in the Oil Industry. AI4BPM 2023.
- [machine learning]
- Predicting dengue outbreaks in Brazil with manifold learning on climate data. Expert Systems with Applications - Elsevier, 2022.
- [complex network analysis]
- Self-similarity of classical music networks. Fractals - World Scientific, 2021.
- The complexity of classical music networks. Europhysics Letters - IOP, 2018.
- [reinforcement learning]
- A Reinforcement Learning-based Routing for Delay Tolerant Networks. Engineering Applications of Artificial Intelligence - Elsevier, 2013.
© Last Update 11/08/2023 by Vitor Guerra Rolla
