Scalable clustering of segmented trajectories within a continuous time framework: application to maritime traffic data
Sign Up to like & getrecommendations! Published in 2021 at "Machine Learning"
DOI: 10.1007/s10994-021-06004-8
Abstract: In the context of the surveillance of the maritime traffic, a major challenge is the automatic identification of traffic flows from a set of observed trajectories, in order to derive good management measures or to… read more here.
Keywords: traffic; continuous time; framework; maritime traffic ... See more keywords
A distributed framework for extracting maritime traffic patterns
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Geographical Information Science"
DOI: 10.1080/13658816.2020.1792914
Abstract: ABSTRACT All the modern surveillance systems take advantage of the Automatic Identification System (AIS), a compulsory tracking system for many types of vessels. Ships that carry AIS transponders on board transmit their position and status… read more here.
Keywords: maritime traffic; order; shipping lanes; extracting maritime ... See more keywords
Intent Inference of Ship Collision Avoidance Behavior Under Maritime Traffic Rules
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2020.3048717
Abstract: This paper proposes an algorithm to infer the maneuver intention of an obstacle ship and to check its compliance with the maritime traffic rules to avoid ship collision and ensure maritime traffic safety. A probabilistic… read more here.
Keywords: ship; intent inference; traffic rules; traffic ... See more keywords
Maritime Traffic Route Detection Framework Based on Statistical Density Analysis From AIS Data Using a Clustering Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3154363
Abstract: Maritime traffic routes by ships navigation vary according to country and geographic characteristics, and they differ according to the characteristics of the ships. In ocean areas adjacent to coasts, regulated routes are present, e.g., traffic… read more here.
Keywords: route; density; ais data; traffic ... See more keywords
Next-Generation Vessel Traffic Services Systems—From “Passive” to “Proactive”
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Intelligent Transportation Systems Magazine"
DOI: 10.1109/mits.2022.3144411
Abstract: Vessel traffic services (VTS) systems are critical to safeguard maritime traffic safety in which sensing and information technologies are implemented to assist in gathering, storing, processing, and visualizing maritime traffic data and are inclusively produced… read more here.
Keywords: vts systems; traffic services; traffic; maritime traffic ... See more keywords
Maritime Traffic Probabilistic Forecasting Based on Vessels’ Waterway Patterns and Motion Behaviors
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2017.2681810
Abstract: Maritime traffic prediction is critical for ocean transportation safety management. In this paper, we propose a novel knowledge assisted methodology for maritime traffic forecasting based on a vessel’s waterway pattern and motion behavior. The vessel’s… read more here.
Keywords: traffic; methodology; maritime traffic; motion ... See more keywords
GIS-Based Simulation Methodology for Evaluating Ship Encounters Probability to Improve Maritime Traffic Safety
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2018.2812601
Abstract: Evaluating ship encounters probability efficiently is significant for maritime transportation risk analysis as well as improving maritime traffic safety. In practice, ship encounters probability estimate by using traditional observation or field experiments is nearly impossible… read more here.
Keywords: methodology; encounters probability; evaluating ship; ship encounters ... See more keywords
A preliminary study of soft bottom benthic communities in an area affected by intense maritime traffic (Slovenian Sea, Northern Adriatic).
Sign Up to like & getrecommendations! Published in 2023 at "Marine pollution bulletin"
DOI: 10.2139/ssrn.4299917
Abstract: Maritime traffic and port activities pose several environmental and ecological problems in the marine environment. The purpose of this study was to provide baseline data for the future assessment of anthropogenic impacts related with port… read more here.
Keywords: northern adriatic; maritime traffic; sea; sea northern ... See more keywords