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🇧🇷About Me
I am an Assistant Professor at the Faculty of Computer Science at Dalhousie University, Halifax - NS, Canada. I hold a Ph.D. and an MSc in Computer Science from the University of Sao Paulo, Sao Carlos - SP, Brazil. My research focuses on spatio-temporal analytics, time-series forecasting, and complex network mining, with a deep involvement in Data Science & Engineering and GeoInformatics, and a particular interest in mobility and trajectory-related problems.
Interests
- ⚒️ Data Mining
- 🤖 Machine Learning
- 🔗 Complex Networks
- 🌎 GeoInformatics
Education
PhD Computer Science
USP - University of Sao Paulo
MSc Computer Science
USP - University of Sao Paulo
BSc Computer Science
UNESP - Sao Paulo State University
Recent Publications
(2024).
Enhancing short-term vessel trajectory prediction with clustering for heterogeneous and multi-modal movement patterns.
Ocean Engineering.
(2024).
Enhancing global maritime traffic network forecasting with gravity-inspired deep learning models.
Scientific Reports.
(2024).
ImPORTance - Machine Learning-Driven Analysis of Global Port Significance and Network Dynamics for Improved Operational Efficiency.
arXiv preprint arXiv:2407.09571.
(2024).
Maritime Tracking Data Analysis and Integration with AISdb.
arXiv preprint arXiv:2407.08082.
(2024).
Multi-path long-term vessel trajectories forecasting with probabilistic feature fusion for problem shifting.
Ocean Engineering.
Recent News
🫵 Open PhD Positions in Computer Science at Dalhousie University
Doctoral with specialization in Machine Learning for Mobility Data Mining