Millefiori, Leonardo M.

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

Millefiori, L. M., Braca, P., Bryan, K., & Willett, P. (2016) · IEEE Transactions on Aerospace and Electronic Systems

Target Tracking and Data Fusion in Sensor NetworksMaritime Navigation and Safety

Cited by 119

Multiple Ornstein–Uhlenbeck Processes for Maritime Traffic Graph Representation

Coscia, P., Braca, P., Millefiori, L. M., Palmieri, F. A. N., & Willett, P. (2018) · IEEE Transactions on Aerospace and Electronic Systems

Maritime Navigation and SafetyData Management and Algorithms

Cited by 77

Detecting anomalous deviations from standard maritime routes using the Ornstein-Uhlenbeck process

d'Afflisio, E., Braca, P., Millefiori, L. M., & Willett, P. (2018) · IEEE Transactions on Signal Processing

Anomaly Detection Techniques and ApplicationsMaritime Navigation and Safety

Cited by 59

Space-Based Global Maritime Surveillance. Part II: Artificial Intelligence and Data Fusion Techniques

Soldi, G., Gaglione, D., Forti, N., Millefiori, L. M., Braca, P., Carniel, S., Simone, A. D., Iodice, A., Riccio, D., Daffina, F. C., et al. (2021) · IEEE Aerospace and Electronic Systems Magazine

Maritime Navigation and SafetyAdvanced Image Fusion Techniques

Cited by 44

Maritime Anomaly Detection Based on Mean-Reverting Stochastic Processes Applied to a Real-World Scenario

d'Afflisio, E., Braca, P., Millefiori, L. M., & Willett, P. (2018) · 2018 21st International Conference on Information Fusion (FUSION)

Anomaly Detection Techniques and ApplicationsMaritime Navigation and Safety

Cited by 33

Unsupervised extraction of maritime patterns of life from Automatic Identification System data

Forti, N., Millefiori, L. M., & Braca, P. (2019) · OCEANS 2019 - Marseille

Maritime Navigation and SafetyMaritime Security and History

Cited by 33

Consistent Estimation of Randomly Sampled Ornstein–Uhlenbeck Process Long-Run Mean for Long-Term Target State Prediction

Millefiori, L. M., Braca, P., & Willett, P. (2016) · IEEE Signal Processing Letters

Target Tracking and Data Fusion in Sensor NetworksControl Systems and Identification

Cited by 30

Anomaly Detection and Tracking Based on Mean–Reverting Processes with Unknown Parameters

Forti, N., Millefiori, L. M., Braca, P., & Willett, P. (2019) · ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Target Tracking and Data Fusion in Sensor NetworksAnomaly Detection Techniques and Applications

Cited by 29

Hybrid Bernoulli Filtering for Detection and Tracking of Anomalous Path Deviations

Forti, N., Millefiori, L. M., & Braca, P. (2018) · 2018 21st International Conference on Information Fusion (FUSION)

Target Tracking and Data Fusion in Sensor NetworksAnomaly Detection Techniques and Applications

Cited by 14

Validation of the Ornstein-Uhlenbeck route propagation model in the Mediterranean Sea

Millefiori, L. M., Pallotta, G., Braca, P., Horn, S., & Bryan, K. (2015) · OCEANS 2015 - Genova

Maritime Navigation and SafetyTarget Tracking and Data Fusion in Sensor Networks

Cited by 13

Random finite set tracking for anomaly detection in the presence of clutter

Forti, N., Millefiori, L. M., Braca, P., & Willett, P. (2020) · 2020 IEEE Radar Conference (RadarConf20)

Target Tracking and Data Fusion in Sensor NetworksAnomaly Detection Techniques and Applications

Cited by 11

Automated port traffic statistics: From raw data to visualisation

Cazzanti, L., Davoli, A., & Millefiori, L. M. (2016) · 2016 IEEE International Conference on Big Data (Big Data)

Data Visualization and AnalyticsMaritime Navigation and Safety

Cited by 6