Gabriel Spadon 🇧🇷
Gabriel Spadon

Assistant Professor

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 and engineering, as well as geoinformatics, and a particular interest in mobility and trajectory-related problems.

Interests
  • ⚒️ Data Mining
  • 🤖 Machine Learning
  • 🔗 Network Science
  • 🌎 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.
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