Leonardo Maria Millefiori

54 papers C 15Misc 4Journal 22Unranked 13
YearRankTypeTitle / Venue / Authors
2024 C conf
Analytical Classification Performance Analysis Of Machine-Learning-Based Ship Detection From Optical Satellite Imagery.
IGARSS
Domenico Barretta, Leonardo Maria Millefiori, Paolo Braca
2024 C conf
Dark-VADER: Detection of Anomalous AIS Message Delays for Maritime Situational Awareness.
FUSION
Giorgio Ioannou, Domenico Gaglione, Leonardo Maria Millefiori, Alfredo Renga, Paolo Braca, Peter Willett
2024 — conf
Detecting the Spatiotemporal Characteristics of the Supply-chain Disruption and Estimating its Short Term Effects.
EDBT/ICDT Workshops
Giannis Spiliopoulos, Cesar Ducruet, Leonardo Maria Millefiori, Paolo Braca, Dimitris Zissis
2024 C conf
MARITRAC: Maritime trajectory classification using object instance segmentation with model-based generated data augmentation.
FUSION
Enrica d'Afflisio, Leonardo Maria Millefiori, Paolo Braca, Marco Guerriero
2024 C conf
Sequential Hypothesis Testing Based on Machine Learning.
FUSION
Ryan Harvey, Paolo Braca, Leonardo Maria Millefiori, Peter Willett
2024 Misc conf
Tracking of Multiple Spawning Targets with Heterogeneous Sensors for Seabed-To-Space Situational Awareness.
ICASSP
Domenico Gaglione, Leonardo Maria Millefiori, Paolo Braca, Peter Willett, Moe Z. Win
2023 — conf
Experimental Corroboration of Trained Classification Performance Predictions.
CAMSAP
Paolo Braca, Leonardo Maria Millefiori, Augusto Aubry, Stefano Maranò, Antonio De Maio, Peter Willett
2023 J jnl
Large Deviations for Classification Performance Analysis of Machine Learning Systems.
CoRR
Paolo Braca, Leonardo Maria Millefiori, Augusto Aubry, Antonio De Maio, Peter Willett
2023 C conf
Model-based Deep Learning for Maneuvering Target Tracking.
FUSION
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
2023 J jnl
Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction With Uncertainty Estimation.
IEEE Trans. Aerosp. Electron. Syst.
Samuele Capobianco, Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
2022 J jnl
Bayesian Filtering for Dynamic Anomaly Detection and Tracking.
IEEE Trans. Aerosp. Electron. Syst.
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
2022 J jnl
Maritime Anomaly Detection in a Real-World Scenario: Ever Given Grounding in the Suez Canal.
IEEE Trans. Intell. Transp. Syst.
Nicola Forti, Enrica d'Afflisio, Paolo Braca, Leonardo Maria Millefiori, Peter Willett, Sandro Carniel
2022 J jnl
Next-Gen Intelligent Situational Awareness Systems for Maritime Surveillance and Autonomous Navigation [Point of View].
Proc. IEEE
Nicola Forti, Enrica d'Afflisio, Paolo Braca, Leonardo Maria Millefiori, Sandro Carniel, Peter Willett
2022 J jnl
Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction with Uncertainty Estimation.
CoRR
Samuele Capobianco, Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
2022 J jnl
Statistical Hypothesis Testing Based on Machine Learning: Large Deviations Analysis.
CoRR
Paolo Braca, Leonardo Maria Millefiori, Augusto Aubry, Stefano Maranò, Antonio De Maio, Peter Willett
2021 J jnl
Application of Hidden Markov Models to Analyze, Group and Visualize Spatio-Temporal COVID-19 Data.
IEEE Access
Shanglin Zhou, Paolo Braca, Stefano Maranò, Peter Willett, Leonardo Maria Millefiori, Domenico Gaglione, Krishna R. Pattipati
2021 J jnl
Deep Learning Methods for Vessel Trajectory Prediction Based on Recurrent Neural Networks.
IEEE Trans. Aerosp. Electron. Syst.
Samuele Capobianco, Leonardo Maria Millefiori, Nicola Forti, Paolo Braca, Peter Willett
2021 J jnl
Deep Learning Methods for Vessel Trajectory Prediction based on Recurrent Neural Networks.
CoRR
Samuele Capobianco, Leonardo Maria Millefiori, Nicola Forti, Paolo Braca, Peter Willett
2021 — conf
MAST: A Quickest Detection Procedure for COVID-19 Epidemiological Data to Trigger Strategic Decisions.
EUSIPCO
Paolo Braca, Domenico Gaglione, Stefano Maranò, Leonardo Maria Millefiori, Peter Willett, Krishna R. Pattipati
2021 J jnl
Optimal Opponent Stealth Trajectory Planning Based on an Efficient Optimization Technique.
IEEE Trans. Signal Process.
Augusto Aubry, Paolo Braca, Enrica d'Afflisio, Antonio De Maio, Leonardo Maria Millefiori, Peter Willett
2021 J jnl
Quickest Detection and Forecast of Pandemic Outbreaks: Analysis of COVID-19 Waves.
IEEE Commun. Mag.
Giovanni Soldi, Nicola Forti, Domenico Gaglione, Paolo Braca, Leonardo Maria Millefiori, Stefano Maranò, Peter K. Willett, Krishna R. Pattipati
2021 J jnl
Quickest Detection of COVID-19 Pandemic Onset.
IEEE Signal Process. Lett.
Paolo Braca, Domenico Gaglione, Stefano Maranò, Leonardo Maria Millefiori, Peter Willett, Krishna R. Pattipati
2021 — conf
Sensors Localization and Target Tracking in Underwater Environment via Belief Propagation.
MILCOM
Mattia Brambilla, Giovanni Soldi, Domenico Gaglione, Leonardo Maria Millefiori, Monica Nicoli, Paolo Braca, Peter Willett, Moe Z. Win
2021 C conf
Uncertainty-Aware Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction.
FUSION
Samuele Capobianco, Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
2020 J jnl
Adaptive Bayesian Learning and Forecasting of Epidemic Evolution - Data Analysis of the COVID-19 Outbreak.
IEEE Access
Domenico Gaglione, Paolo Braca, Leonardo Maria Millefiori, Giovanni Soldi, Nicola Forti, Stefano Maranò, Peter K. Willett, Krishna R. Pattipati
2020 J jnl
Analytical Models for the Electromagnetic Scattering From Isolated Targets in Bistatic Configuration: Geometrical Optics Solution.
IEEE Trans. Geosci. Remote. Sens.
Alessio Di Simone, Walter Fuscaldo, Leonardo Maria Millefiori, Daniele Riccio, Giuseppe Ruello, Paolo Braca, Peter Willett
2020 J jnl
Multi-Class Random Matrix Filtering for Adaptive Learning.
IEEE Trans. Signal Process.
Paolo Braca, Augusto Aubry, Leonardo Maria Millefiori, Antonio De Maio, Stefano Maranò
2020 Misc conf
Prediction oof Vessel Trajectories From AIS Data Via Sequence-To-Sequence Recurrent Neural Networks.
ICASSP
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
2020 J jnl
Simulation-Based Feasibility Analysis of Ship Detection Using GNSS-R Delay-Doppler Maps.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tiziana Beltramonte, Paolo Braca, Maurizio di Bisceglie, Alessio Di Simone, Carmela Galdi, Antonio Iodice, Leonardo Maria Millefiori, Daniele Riccio, Peter Willett
2019 Misc conf
Anomaly Detection and Tracking Based on Mean-Reverting Processes with Unknown Parameters.
ICASSP
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
2019 Misc conf
Data Driven Vessel Trajectory Forecasting Using Stochastic Generative Models.
ICASSP
Murat Üney, Leonardo Maria Millefiori, Paolo Braca
2019 — conf
Ship Detection using GNSS-R delay-Doppler Maps via simulation tools.
RTSI
Alessio Di Simone, Antonio Iodice, Daniele Riccio, Tiziana Beltramonte, Carmela Galdi, Maurizio di Bisceglie, Paolo Braca, Leonardo Maria Millefiori, Peter Willett
2018 — conf
Bayesian Multi-Class Covariance Matrix Filtering for Adaptive Environment Learning.
EUSIPCO
Paolo Braca, Augusto Aubry, Leonardo Maria Millefiori, Antonio De Maio, Stefano Maranò
2018 — conf
Bayesian Track-to-Graph Association for Maritime Traffic Monitoring.
EUSIPCO
Raffaele Grasso, Leonardo Maria Millefiori, Paolo Braca
2018 J jnl
Detecting Anomalous Deviations From Standard Maritime Routes Using the Ornstein-Uhlenbeck Process.
IEEE Trans. Signal Process.
Enrica d'Afflisio, Paolo Braca, Leonardo Maria Millefiori, Peter Willett
2018 C conf
Electromagnetic Modeling of Ships in Maritime Scenarios: Geometrical Optics Approximation.
IGARSS
Walter Fuscaldo, Alessio Di Simone, Leonardo Maria Millefiori, Daniele Riccio, Giuseppe Ruello, Paolo Braca, Peter K. Willett
2018 C conf
Hybrid Bernoulli Filtering for Detection and Tracking of Anomalous Path Deviations.
FUSION
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca
2018 C conf
Maritime Anomaly Detection Based on Mean-Reverting Stochastic Processes Applied to a Real-World Scenario.
FUSION
Enrica d'Afflisio, Paolo Braca, Leonardo Maria Millefiori, Peter Willett
2018 — conf
Maritime Surveillance Using Spaceborne GNSS-Reflectometry: The Role of the Scattering Configuration and Receiving Polarization Channel.
RTSI
Alessio Di Simone, Gerardo Di Martino, Antonio Iodice, Daniele Riccio, Giuseppe Ruello, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
2018 J jnl
Multiple Ornstein-Uhlenbeck Processes for Maritime Traffic Graph Representation.
IEEE Trans. Aerosp. Electron. Syst.
Pasquale Coscia, Paolo Braca, Leonardo Maria Millefiori, Francesco A. N. Palmieri, Peter Willett
2018 C conf
Prediction of Rendezvous in Maritime Situational Awareness.
FUSION
Murat Uney, Leonardo Maria Millefiori, Paolo Braca
2018 C conf
Spaceborne GNSS-Reflectometry for Ship-Detection Applications: Impact of Acquisition Geometry and Polarization.
IGARSS
Alessio Di Simone, Leonardo Maria Millefiori, Gerardo Di Martino, Antonio Iodice, Daniele Riccio, Giuseppe Ruello, Paolo Braca, Peter Willett
2018 C conf
Unsupervised Maritime Traffic Graph Learning with Mean-Reverting Stochastic Processes.
FUSION
Pasquale Coscia, Francesco A. N. Palmieri, Paolo Braca, Leonardo Maria Millefiori, Peter Willett
2017 J jnl
Performance Assessment of Vessel Dynamic Models for Long-Term Prediction Using Heterogeneous Data.
IEEE Trans. Geosci. Remote. Sens.
Gemine Vivone, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
2017 — conf
Scalable distributed change detection and its application to maritime traffic.
IEEE BigData
Leonardo Maria Millefiori, Paolo Braca, Gianfranco Arcieri
2016 — conf
A distributed approach to estimating sea port operational regions from lots of AIS data.
IEEE BigData
Leonardo Maria Millefiori, Dimitrios Zissis, Luca Cazzanti, Gianfranco Arcieri
2016 — conf
Automated port traffic statistics: From raw data to visualisation.
IEEE BigData
Luca Cazzanti, Antonio Davoli, Leonardo Maria Millefiori
2016 J jnl
Consistent Estimation of Randomly Sampled Ornstein-Uhlenbeck Process Long-Run Mean for Long-Term Target State Prediction.
IEEE Signal Process. Lett.
Leonardo Maria Millefiori, Paolo Braca, Peter Willett
2016 C conf
Long-term vessel kinematics prediction exploiting mean-reverting processes.
FUSION
Leonardo Maria Millefiori, Paolo Braca, Karna Bryan, Peter Willett
2016 J jnl
Modeling vessel kinematics using a stochastic mean-reverting process for long-term prediction.
IEEE Trans. Aerosp. Electron. Syst.
Leonardo Maria Millefiori, Paolo Braca, Karna Bryan, Peter Willett
2016 — conf
Scalable and Distributed Sea Port Operational Areas Estimation from AIS Data.
ICDM Workshops
Leonardo Maria Millefiori, Dimitrios Zissis, Luca Cazzanti, Gianfranco Arcieri
2016 C conf
The Mixed Ornstein-Uhlenbeck Process and context exploitation in multi-target tracking.
FUSION
Stefano Coraluppi, Craig Carthel, Paolo Braca, Leonardo Maria Millefiori
2015 — conf
A document-based data model for large scale computational maritime situational awareness.
IEEE BigData
Luca Cazzanti, Leonardo Maria Millefiori, Gianfranco Arcieri
2015 C conf
Adaptive filtering of imprecisely time-stamped measurements with application to AIS networks.
FUSION
Leonardo Maria Millefiori, Paolo Braca, Karna Bryan, Peter Willett