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Leonardo M. Millefiori
Leonardo M. Millefiori
Diğer adlarLeonardo Maria Millefiori, Leonardo Millefiori
cmre.nato.int üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
COVID-19 impact on global maritime mobility
LM Millefiori, P Braca, D Zissis, G Spiliopoulos, S Marano, PK Willett, ...
Scientific Reports 11 (18039), 2021
2002021
Deep learning methods for vessel trajectory prediction based on recurrent neural networks
S Capobianco, LM Millefiori, N Forti, P Braca, P Willett
IEEE Transactions on Aerospace and Electronic Systems 57 (6), 4329-4346, 2021
1632021
Modeling vessel kinematics using a stochastic mean-reverting process for long-term prediction
LM Millefiori, P Braca, K Bryan, P Willett
IEEE Transactions on Aerospace and Electronic Systems 52 (5), 2313-2330, 2016
1232016
Prediction of Vessel Trajectories From AIS Data Via Sequence-To-Sequence Recurrent Neural Networks
N Forti, LM Millefiori, P Braca, P Willett
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
962020
Multiple Ornstein–Uhlenbeck Processes for Maritime Traffic Graph Representation
P Coscia, P Braca, LM Millefiori, FAN Palmieri, P Willett
IEEE Transactions on Aerospace and Electronic Systems 54 (5), 2158-2170, 2018
752018
Space-based global maritime surveillance. Part I: Satellite technologies
G Soldi, D Gaglione, N Forti, A Di Simone, FC Daffinà, G Bottini, ...
IEEE Aerospace and Electronic Systems Magazine 36 (9), 8-28, 2021
572021
Adaptive Bayesian Learning and Forecasting of Epidemic Evolution—Data Analysis of the COVID-19 Outbreak
D Gaglione, P Braca, LM Millefiori, G Soldi, N Forti, S Marano, PK Willett, ...
IEEE Access 8, 175244-175264, 2020
512020
Detecting Anomalous Deviations From Standard Maritime Routes Using the Ornstein–Uhlenbeck Process
E d’Afflisio, P Braca, LM Millefiori, P Willett
IEEE Transactions on Signal Processing 66 (24), 6474-6487, 2018
482018
A distributed approach to estimating sea port operational regions from lots of AIS data
LM Millefiori, D Zissis, L Cazzanti, G Arcieri
2016 IEEE International Conference on Big Data (Big Data), 1627-1632, 2016
412016
Consistent Estimation of Randomly Sampled Ornstein–Uhlenbeck Process Long-Run Mean for Long-Term Target State Prediction
LM Millefiori, P Braca, P Willett
IEEE Signal Processing Letters 23 (11), 1562-1566, 2016
382016
Space-based Global Maritime Surveillance. Part II: Artificial Intelligence and Data Fusion Techniques
G Soldi, D Gaglione, N Forti, A Di Simone, FC Daffinà, G Bottini, ...
IEEE Aerospace and Electronic Systems Magazine 36 (9), 30-42, 2021
372021
Unsupervised extraction of maritime patterns of life from Automatic Identification System data
N Forti, LM Millefiori, P Braca
OCEANS 2019-Marseille, 2019
372019
Data driven vessel trajectory forecasting using stochastic generative models
M Uney, LM Millefiori, P Braca
2019 IEEE International Conference on Acoustics, Speech and Signal …, 2019
372019
Maritime Anomaly Detection in a Real-World Scenario: Ever Given Grounding in the Suez Canal
N Forti, E d’Afflisio, P Braca, LM Millefiori, P Willett, S Carniel
IEEE Transactions on Intelligent Transportation Systems 23 (8), 13904-13910, 2022
322022
Maritime anomaly detection based on mean-reverting stochastic processes applied to a real-world scenario
E d'Afflisio, P Braca, LM Millefiori, P Willett
2018 21st International Conference on Information Fusion (FUSION), 1171-1177, 2018
322018
Performance assessment of vessel dynamic models for long-term prediction using heterogeneous data
G Vivone, LM Millefiori, P Braca, P Willett
IEEE Transactions on Geoscience and Remote Sensing 55 (11), 6533-6546, 2017
292017
Next-Gen Intelligent Situational Awareness Systems for Maritime Surveillance and Autonomous Navigation [Point of View]
N Forti, E D’Afflisio, P Braca, LM Millefiori, S Carniel, P Willett
Proceedings of the IEEE 110 (10), 1532-1537, 2022
272022
Recurrent encoder–decoder networks for vessel trajectory prediction with uncertainty estimation
S Capobianco, N Forti, LM Millefiori, P Braca, P Willett
IEEE Transactions on Aerospace and Electronic Systems 59 (3), 2554-2565, 2022
232022
Anomaly Detection and Tracking Based on Mean–Reverting Processes with Unknown Parameters
N Forti, LM Millefiori, P Braca, P Willett
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
232019
Long-term vessel kinematics prediction exploiting mean-reverting processes
LM Millefiori, P Braca, K Bryan, P Willett
2016 19th International Conference on Information Fusion (FUSION), 232-239, 2016
222016
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