Databases · Computer Science
An Automatic Identification System (AIS) Database for Maritime Trajectory Prediction and Data Mining
Shangbo Mao, Enmei Tu, Guanghao Zhang, Lily Rachmawati +2
2016-10-14
Artificial Intelligence · Computer Science
Vessel and Port Efficiency Metrics through Validated AIS data
Tomaz Martincic, Dejan Stepec, Joao Pita Costa, Kristijan Cagran +1
2021-05-04
Artificial Intelligence · Computer Science
AIS Data-Driven Maritime Monitoring Based on Transformer: A Comprehensive Review
Zhiye Xie, Enmei Tu, Xianping Fu, Guoliang Yuan +1
2025-05-13
Databases · Computer Science
Maritime Tracking Data Analysis and Integration with AISdb
Gabriel Spadon, Jay Kumar, Jinkun Chen, Matthew Smith +6
2024-07-12
Artificial Intelligence · Computer Science
Modeling Historical AIS Data For Vessel Path Prediction: A Comprehensive Treatment
Enmei Tu, Guanghao Zhang, Shangbo Mao, Lily Rachmawati +1
2022-01-11
Cryptography and Security · Computer Science
Data integrity vs. inference accuracy in large AIS datasets
Adam Kiersztyn, Dariusz Czerwiński, Aneta Oniszczuk-Jastrzabek, Ernest Czermański +1
2025-01-08
Other Computer Science · Computer Science
Mapping EU fishing activities using ship tracking data
Michele Vespe, Maurizio Gibin, Alfredo Alessandrini, Fabrizio Natale +2
2016-06-07
Machine Learning · Computer Science
A semi-supervised methodology for fishing activity detection using the geometry behind the trajectory of multiple vessels
Martha Dais Ferreira, Gabriel Spadon, Amilcar Soares, Stan Matwin
2022-08-23
Machine Learning · Computer Science
A Methodology to extract Geo-Referenced Standard Routes from AIS Data
Michela Corvino, Filippo Daffinà, Chiara Francalanci, Paolo Giacomazzi +3
2025-04-01
Machine Learning · Computer Science
Detecting Intentional AIS Shutdown in Open Sea Maritime Surveillance Using Self-Supervised Deep Learning
Pierre Bernabé, Arnaud Gotlieb, Bruno Legeard, Dusica Marijan +2
2023-10-25
Machine Learning · Computer Science
Unsupervised Behavior Change Detection in Multidimensional Data Streams for Maritime Traffic Monitoring
Lucas May Petry, Amilcar Soares, Vania Bogorny, Stan Matwin
2019-08-15
Machine Learning · Computer Science
Unfolding AIS transmission behavior for vessel movement modeling on noisy data leveraging machine learning
Gabriel Spadon, Martha D. Ferreira, Amilcar Soares, Stan Matwin
2024-09-06
Physics and Society · Physics
Identification of suspicious behaviour through anomalies in the tracking data of fishing vessels
Jorge P. Rodríguez, Xabier Irigoien, Carlos M. Duarte, Víctor M. Eguíluz
2024-03-25
Computer Vision and Pattern Recognition · Computer Science
Asynchronous Trajectory Matching-Based Multimodal Maritime Data Fusion for Vessel Traffic Surveillance in Inland Waterways
Yu Guo, Ryan Wen Liu, Jingxiang Qu, Yuxu Lu +2
2023-02-23
Networking and Internet Architecture · Computer Science
An Outlook on the Future Marine Traffic Management System for Autonomous Ships
Michele Martelli, Antonio Virdis, Alberto Gotta, Pietro CassarÀ +1
2022-07-12
Signal Processing · Electrical Eng. & Systems
Role and Integration of Image Processing Systems in Maritime Target Tracking
Yassir Zardoua, Bilal Sebbar, Moussab Chbeine, Abdelali Astito +1
2024-01-26
Signal Processing · Electrical Eng. & Systems
Space-based Global Maritime Surveillance. Part I: Satellite Technologies
Giovanni Soldi, Domenico Gaglione, Nicola Forti, Alessio Di Simone +10
2023-01-18
Machine Learning · Computer Science
Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning
Lucas May Petry, Amilcar Soares, Vania Bogorny, Bruno Brandoli +1
2020-04-09
Computers and Society · Computer Science
Detection of Abnormal Vessel Behaviours from AIS data using GeoTrackNet: from the Laboratory to the Ocean
Duong Nguyen, Matthieu Simonin, Guillaume Hajduch, Rodolphe Vadaine +2
2020-08-13
Machine Learning · Computer Science
Architecture for Trajectory-Based Fishing Ship Classification with AIS Data
David Sánchez Pedroche, Daniel Amigo, Jesús García, Jose M. Molina
2025-01-07