Leonardo M. Millefiori

Deep Learning Methods for Vessel Trajectory Prediction Based on Recurrent Neural Networks

Samuele Capobianco, Leonardo M. Millefiori, Nicola Forti et al. · CINECA IRIS Institutial research information system (University of Pisa) · 2021 · 227 citations · Full text

COVID-19 impact on global maritime mobility

Leonardo M. Millefiori, Paolo Braca, Dimitris Zissis et al. · CINECA IRIS Institutial research information system (University of Pisa) · 2021 · 143 citations

Modeling vessel kinematics using a stochastic mean-reverting process for long-term prediction

Leonardo M. Millefiori, Paolo Braca, Karna Bryan et al. · IEEE Transactions on Aerospace and Electronic Systems · 2016 · 111 citations

Engineering, Vessel Kinematics, Stochastic Phenomenon +23

Prediction oof Vessel Trajectories From AIS Data Via Sequence-To-Sequence Recurrent Neural Networks

Nicola Forti, Leonardo M. Millefiori, Paolo Braca et al. · 2020 · 79 citations

Artificial Intelligence, Engineering, Machine Learning +16

Multiple Ornstein–Uhlenbeck Processes for Maritime Traffic Graph Representation

Pasquale Coscia, Paolo Braca, Leonardo M. Millefiori et al. · IEEE Transactions on Aerospace and Electronic Systems · 2018 · 75 citations

Transport Network Analysis, Engineering, Multiple Ornstein–uhlenbeck Processes +17