High-fidelity data supported ship trajectory prediction via an ensemble machine learning framework
Author:
Publisher
Elsevier BV
Subject
Condensed Matter Physics,Statistics and Probability
Reference38 articles.
1. Conservation science and policy applications of the marine vessel Automatic Identification System (AIS)—a review;Robards;Bull. Mar. Sci.,2016
2. Ship trajectory uncertainty prediction based on a Gaussian Process model;Rong;Ocean Eng.,2019
3. Calibration and validation for the vessel maneuvering prediction (VMP) model using AIS data of vessel encounters;Shu;Ocean Eng.,2018
4. A dual linear autoencoder approach for vessel trajectory prediction using historical AIS data;Murray;Ocean Eng.,2020
5. Review and analysis of methods for assessing maritime waterway risk based on non-accident critical events detected from AIS data;Du;Reliab. Eng. Syst. Saf.,2020
Cited by 21 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. Ensemble learning-based method for maritime background subtraction in open sea environments;Computer Vision and Image Understanding;2024-01
2. Interval prediction of vessel trajectory based on lower and upper bound estimation and attention-modified LSTM with bayesian optimization;Physica A: Statistical Mechanics and its Applications;2023-11
3. Ship trajectory prediction based on machine learning and deep learning: A systematic review and methods analysis;Engineering Applications of Artificial Intelligence;2023-11
4. Prediction of ship trajectory based on deep learning;Journal of Physics: Conference Series;2023-10-01
5. A Vision-based Ship Speed Measurement Method Using Deep Learning;2023 7th International Conference on Transportation Information and Safety (ICTIS);2023-08-04
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