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Nicola Forti
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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
1072021
Prediction oof 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
752020
Distributed joint attack detection and secure state estimation
N Forti, G Battistelli, L Chisci, S Li, B Wang, B Sinopoli
IEEE Transactions on Signal and Information Processing over Networks 4 (1 …, 2017
692017
Cyber meets control: A novel federated approach for resilient cps leveraging real cyber threat intelligence
E Bou-Harb, W Lucia, N Forti, S Weerakkody, N Ghani, B Sinopoli
IEEE Communications Magazine 55 (5), 198-204, 2017
472017
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
452020
A Bayesian approach to joint attack detection and resilient state estimation
N Forti, G Battistelli, L Chisci, B Sinopoli
2016 IEEE 55th Conference on Decision and Control (CDC), 1192-1198, 2016
432016
Space-based global maritime surveillance. Part I: Satellite technologies
G Soldi, D Gaglione, N Forti, A Di Simone, FC Daffiną, G Bottini, ...
IEEE Aerospace and Electronic Systems Magazine 36 (9), 8-28, 2021
372021
Unsupervised extraction of maritime patterns of life from Automatic Identification System data
N Forti, LM Millefiori, P Braca
OCEANS 2019-Marseille, 1-5, 2019
302019
Distributed finite-element Kalman filter for field estimation
G Battistelli, L Chisci, N Forti, G Pelosi, S Selleri
IEEE Transactions on Automatic Control 62 (7), 3309-3322, 2016
282016
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, 2021
272021
Space-based global maritime surveillance. Part II: Artificial intelligence and data fusion techniques
G Soldi, D Gaglione, N Forti, LM Millefiori, P Braca, S Carniel, ...
IEEE Aerospace and Electronic Systems Magazine 36 (9), 30-42, 2021
272021
Joint attack detection and secure state estimation of cyber‐physical systems
N Forti, G Battistelli, L Chisci, B Sinopoli
International Journal of Robust and Nonlinear Control 30 (11), 4303-4330, 2020
272020
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
202019
Secure state estimation of cyber-physical systems under switching attacks
N Forti, G Battistelli, L Chisci, B Sinopoli
IFAC-PapersOnLine 50 (1), 4979-4986, 2017
202017
Quickest detection and forecast of pandemic outbreaks: Analysis of COVID-19 waves
G Soldi, N Forti, D Gaglione, P Braca, LM Millefiori, S Marano, PK Willett, ...
IEEE Communications Magazine 59 (9), 16-22, 2021
182021
Distributed peer-to-peer multitarget tracking with association-based track fusion
G Battistelli, L Chisci, C Fantacci, N Forti, A Farina, A Graziano
17th International Conference on Information Fusion (FUSION), 1-7, 2014
172014
Distributed finite element Kalman filter
G Battistelli, L Chisci, N Forti, G Pelosi, S Selleri
European Control Conference (ECC), 3695-3700, 2015
162015
Uncertainty-aware recurrent encoder-decoder networks for vessel trajectory prediction
S Capobianco, N Forti, LM Millefiori, P Braca, P Willett
2021 IEEE 24th International Conference on Information Fusion (FUSION), 1-5, 2021
152021
Hybrid Bernoulli filtering for detection and tracking of anomalous path deviations
N Forti, LM Millefiori, P Braca
2018 21st International Conference on Information Fusion (FUSION), 1178-1184, 2018
142018
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, 2022
122022
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