Nicola Forti

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 26

Top Topics

Bayesian Filtering

Recurrent Neural Networks

State Estimation

Top Venues

IEEE Trans. Aerosp. Electron. Syst.

Publications

Samuele Capobianco, Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction With Uncertainty Estimation. IEEE Trans. Aerosp. Electron. Syst. 59 (3) (2023)
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Model-based Deep Learning for Maneuvering Target Tracking. FUSION (2023)
Nicola Forti, Enrica d'Afflisio, Paolo Braca, Leonardo Maria Millefiori, Sandro Carniel, Peter Willett
Next-Gen Intelligent Situational Awareness Systems for Maritime Surveillance and Autonomous Navigation [Point of View]. Proc. IEEE 110 (10) (2022)
Nicola Forti, Lin Gao, Giorgio Battistelli, Luigi Chisci
Unknown source in spatially distributed systems: Identifiability analysis and estimation. Autom. 136 (2022)
Samuele Capobianco, Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction with Uncertainty Estimation. CoRR (2022)
Nicola Forti, Enrica d'Afflisio, Paolo Braca, Leonardo Maria Millefiori, Peter Willett, Sandro Carniel
Maritime Anomaly Detection in a Real-World Scenario: Ever Given Grounding in the Suez Canal. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Bayesian Filtering for Dynamic Anomaly Detection and Tracking. IEEE Trans. Aerosp. Electron. Syst. 58 (3) (2022)
Samuele Capobianco, Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Uncertainty-Aware Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction. FUSION (2021)
Giovanni Soldi, Nicola Forti, Domenico Gaglione, Paolo Braca, Leonardo Maria Millefiori, Stefano Maranò, Peter K. Willett, Krishna R. Pattipati
Quickest Detection and Forecast of Pandemic Outbreaks: Analysis of COVID-19 Waves. IEEE Commun. Mag. 59 (9) (2021)
Graziano A. Manduzio, Nicola Forti, Roberto Sabatini, Paolo Braca, Giorgio Battistelli, Luigi Chisci
Dynamic Source Localization via Finite-Element Underwater Acoustic Field Estimation. EUSIPCO (2021)
Samuele Capobianco, Leonardo Maria Millefiori, Nicola Forti, Paolo Braca, Peter Willett
Deep Learning Methods for Vessel Trajectory Prediction based on Recurrent Neural Networks. CoRR (2021)
Samuele Capobianco, Leonardo Maria Millefiori, Nicola Forti, Paolo Braca, Peter Willett
Deep Learning Methods for Vessel Trajectory Prediction Based on Recurrent Neural Networks. IEEE Trans. Aerosp. Electron. Syst. 57 (6) (2021)
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Prediction oof Vessel Trajectories From AIS Data Via Sequence-To-Sequence Recurrent Neural Networks. ICASSP (2020)
Domenico Gaglione, Paolo Braca, Leonardo Maria Millefiori, Giovanni Soldi, Nicola Forti, Stefano Maranò, Peter K. Willett, Krishna R. Pattipati
Adaptive Bayesian Learning and Forecasting of Epidemic Evolution - Data Analysis of the COVID-19 Outbreak. IEEE Access 8 (2020)
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Anomaly Detection and Tracking Based on Mean-Reverting Processes with Unknown Parameters. ICASSP (2019)
Giorgio Battistelli, Luigi Chisci, Nicola Forti, Stefano Gherardini
MAP moving horizon state estimation with binary measurements. CoRR (2018)
Nicola Forti, Giorgio Battistelli, Luigi Chisci, Suqi Li, Bailu Wang, Bruno Sinopoli
Distributed Joint Attack Detection and Secure State Estimation. IEEE Trans. Signal Inf. Process. over Networks 4 (1) (2018)
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca
Hybrid Bernoulli Filtering for Detection and Tracking of Anomalous Path Deviations. FUSION (2018)
Giorgio Battistelli, Luigi Chisci, Nicola Forti, Stefano Gherardini
MAP moving horizon estimation for threshold measurements with application to field monitoring. CoRR (2018)
Nicola Forti, Giorgio Battistelli, Luigi Chisci, Bruno Sinopoli
Worst-case analysis of joint attack detection and resilient state estimation. CDC (2017)
Elias Bou-Harb, Walter Lucia, Nicola Forti, Sean Weerakkody, Nasir Ghani, Bruno Sinopoli
Cyber Meets Control: A Novel Federated Approach for Resilient CPS Leveraging Real Cyber Threat Intelligence. IEEE Commun. Mag. 55 (5) (2017)
Giorgio Battistelli, Luigi Chisci, Nicola Forti, Giuseppe Pelosi, Stefano Selleri
Distributed Finite-Element Kalman Filter for Field Estimation. IEEE Trans. Autom. Control. 62 (7) (2017)
Nicola Forti, Giorgio Battistelli, Luigi Chisci, Bruno Sinopoli
Joint attack detection and secure state estimation of cyber-physical systems. CoRR (2016)
Giorgio Battistelli, Luigi Chisci, Nicola Forti, Stefano Gherardini
MAP Moving Horizon state estimation with binary measurements. ACC (2016)
Giorgio Battistelli, Luigi Chisci, Nicola Forti, Stefano Selleri, Giuseppe Pelosi
Decentralized consensus finite-element Kalman filter for field estimation. CoRR (2016)
Nicola Forti, Giorgio Battistelli, Luigi Chisci, Bruno Sinopoli
A Bayesian approach to joint attack detection and resilient state estimation. CDC (2016)
Giorgio Battistelli, Luigi Chisci, Nicola Forti, Giuseppe Pelosi, Stefano Selleri
Distributed finite element Kalman filter. ECC (2015)
Giorgio Battistelli, Luigi Chisci, Nicola Forti, Giuseppe Pelosi, Stefano Selleri
Point source estimation via finite element multiple-model Kalman filtering. CDC (2015)
Giorgio Battistelli, Luigi Chisci, Claudio Fantacci, Nicola Forti, Alfonso Farina, Antonio Graziano
Distributed peer-to-peer multitarget tracking with association-based track fusion. FUSION (2014)