A novel machine learning approach to analyzing geospatial vessel patterns using AIS data
Author:
Affiliation:
1. Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada
2. Maritime Systems, Experimentation and Analytics, Defence Research and Development Canada, Dartmouth, NH, Canada
Funder
CHIST-ERA
Natural Sciences and Engineering Research Council of Canada
Narodowe Centrum Nauki
Publisher
Informa UK Limited
Subject
General Earth and Planetary Sciences
Link
https://www.tandfonline.com/doi/pdf/10.1080/15481603.2022.2118437
Reference52 articles.
1. Clustering time series from ARMA models with clipped data
2. Multiple Ornstein–Uhlenbeck Processes for Maritime Traffic Graph Representation
3. Detecting Anomalous Deviations From Standard Maritime Routes Using the Ornstein–Uhlenbeck Process
4. Maritime Anomaly Detection Based on Mean-Reverting Stochastic Processes Applied to a Real-World Scenario
Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Advancing Process-Oriented Geographical Regionalization Model;Annals of the American Association of Geographers;2024-08-22
2. The whole process route planning algorithm based on AIS spatio-temporal big data analysis;Ships and Offshore Structures;2024-08-19
3. AIS-based kinematic anomaly classification for maritime surveillance;Ocean Engineering;2024-08
4. A Bayesian Approach to Infer the Sustainable Use of Artificial Reefs in Fisheries and Recreation;Sustainability;2024-01-17
5. Exploring autoregression patterns for automatic vessel type classification;The Journal of Supercomputing;2023-12-09
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3