Aldo Napoli

Biographie

Publication(s)

• 2025
  Attention-Aware Graph Neural Network Modeling for AIS Reception Area Prediction DOI : 10.3390/s25196259
• 2024
  Port calls and vessel trajectory dataset in the Caribbean with accurate port quays survey DOI : 10.1016/j.dib.2024.110617
• 2024
  Port call extraction from vessel location data for characterising harbour traffic DOI : 10.1016/j.oceaneng.2024.116771
• 2022
  Predicting AIS reception using tropospheric propagation forecast and machine learning DOI : 10.23919/USNC-URSI52669.2022.9887465
• 2021
  Port Type Prediction Based on Machine Learning and AIS Data Analysis DOI : 10.23919/OCEANS44145.2021.9705864
• 2021
  Path planning for a maritime suface ship based on Deep Reinforcement Learning and weather data DOI : 10.23919/OCEANS44145.2021.9706088
• 2020
  An expert-based method for the risk assessment of anomalous maritime transportation data DOI : 10.1016/j.apor.2020.102337
• 2020
  Data integrity assessment for maritime anomaly detection DOI : 10.1016/j.eswa.2020.113219
• 2019
  Integrity and trust of geographic information DOI : 10.1002/9781119507284.ch04
• 2019
  Uses and Misuses of the Automatic Identification System DOI : 10.1109/OCEANSE.2019.8867559
• 2017
  An assessment approach of maritime supply chain of energy vulnerability to piracy risk by simulation of spatial behavior DOI : 10.1201/9781315374987-238
• 2017
  Risk analysis of falsified automatic identification system for the improvement of maritime traffic safety
• 2016
  A thorough analysis of the engineering solutions deployed to stop the oil spill following the deepwater horizon disaster DOI : 10.3303/CET1648130
• 2016
  A methodology to improve the assessment of vulnerability on the maritime supply chain of energy DOI : 10.23919/oceans.2015.7404414
• 2016
  Detection of false AIS messages for the improvement of maritime situational awareness DOI : 10.23919/oceans.2015.7401841
• 2016
  On the Interest of Data Mining for an Integrity Assessment of AIS Messages DOI : 10.1109/ICDMW.2016.0059
• 2015
  Data quality assessment for maritime situation awareness DOI : 10.5194/isprsannals-II-3-W5-291-2015
• 2015
  Modeling the dynamics of maritime territories to assess the vulnerability of the maritime net-work
• 2015
  DeAIS project: Detection of AIS spoofing and resulting risks DOI : 10.1109/OCEANS-Genova.2015.7271729
• 2014
  From Movement Data to Objects Behavior Using Semantic Trajectory and Semantic Events DOI : 10.1080/01490419.2014.902885
• 2014
  Using ontologies for proposing adequate geovisual analytics solutions in the analysis of trajectories DOI : 10.1109/IV.2014.26
• 2014
  A Bayesian network to manage risks of maritime piracy against offshore oil fields DOI : 10.1016/j.ssci.2014.04.010
• 2012
  The contribution of Bayesian networks to manage risks of maritime piracy against oil offshore fields DOI : 10.1007/978-3-642-29023-7_9
• 2012
  Application of Bayesian networks in planning a response to a pirate attack against an oil field; [Application des réseaux bayésiens à la planification de la réponse à une attaque de pirates contre un champ pétrolier]
• 2012
  The automatic identification system of maritime accident risk using rule-based reasoning DOI : 10.1109/SYSoSE.2012.6384140
• 2012
  Discovering association rules to aid in forecasting maritime accidents; [Découverte de règles d'association pour l'aide à la prévision des accidents maritimes]
• 2012
  Spatial ontologies for detecting abnormal maritime behaviour DOI : 10.1109/OCEANS-Yeosu.2012.6263532
• 2012
  Bayesian networks in the management of oil field piracy risk DOI : 10.2495/RISK120041
• 2012
  An enhanced spatial reasoning ontology for maritime anomaly detection DOI : 10.1109/SYSoSE.2012.6384120
• 2012
  Integration of a Bayesian network for response planning in a maritime piracy risk management system DOI : 10.1109/SYSoSE.2012.6384126
• 2009
  Toward a complete system for surveillance of the whole EEZ: ScanMaris and associated projects
• 2008
  Sense, enrich and classify: The scanmaris workshop for assessment of vessel's abnormal behavior in the EEZ DOI : 10.1109/OCEANS.2008.5151852
• 2007
  A geospatial web platform for natural hazard exposure assessment in the insurance sector DOI : 10.1007/978-1-84628-827-2_17

Projets

• 2024-2028 Interreg Maritime JASON Responsable scientifique JASON vise à capitaliser la recherche scientifique, les avancées technologiques et les résultats des projets précédemment mis en œuvre en matière de protection de l'environnement et de sécurité maritime dans la zone de coopération géographique couverte par le programme Interreg Maritime. À la lumière de ces travaux, JASON se concentrera sur trois questions spécifiques ayant un impact particulier sur l'environnement, ainsi que sur un sujet certain de réglementation et une source de demande de nouvelles performances opérationnelles, telles que les sources d'énergie alternatives (propulsives et non propulsives), les navires autonomes et la cybersécurité maritime et portuaire, toutes ayant pour horizon 2050.

Direction(s) de thèse(s)

• 2021 Modélisation des zones de réception de l’AIS en environnement maritime par réseaux de neurones en graphes RENAUD Ambroise
• 2019 Apprentissage par renforcement profond dans une architecture cognitive pour l'aide à la conduite de missions navales ARTUSI Eva