Machine learning-based multi-target regression to effectively predict turning movements at signalized intersections

Author:

Shaaban KhaledORCID,Hamdi AliORCID,Ghanim MohammadORCID,Shaban Khaled Bashir

Publisher

Elsevier BV

Subject

Management, Monitoring, Policy and Law,Transportation,Automotive Engineering,Civil and Structural Engineering

Reference47 articles.

1. A novel driver performance model based on machine learning;Aksjonov;IFAC-PapersOnLine,2018

2. Detection and evaluation of driver distraction using machine learning and fuzzy logic;Aksjonov;IEEE Trans. Intell. Transp. Syst.,2018

3. Dynamic origin-destination demand estimation using turning movement counts;Alibabai;Transp. Res. Rec.,2008

4. Random forests;Breiman;Machine Learn.,2001

5. Applying a deep learning approach for transportation safety planning by using high-resolution transportation and land use data;Cai;Transport. Res. Part A: Policy Practice,2019

Cited by 9 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. Advanced Mobility: Integrating Visible Light Communication and Sensing Technologies;2024 Intermountain Engineering, Technology and Computing (IETC);2024-05-13

2. Real-time risk assessment of aircraft landing based on finite element-virtual prototype-machine learning co-simulation on wet runways;International Journal of Transportation Science and Technology;2024-03

3. Modeling of Severity in Red-Light-Running Crashes Using Deep Learning Recognition;2023 Intermountain Engineering, Technology and Computing (IETC);2023-05-12

4. An Artificial Intelligence Approach to Estimate Peak-Hour Travel Time;2023 Intermountain Engineering, Technology and Computing (IETC);2023-05-12

5. Machine Learning Models for Ecofriendly Optimum Design of Reinforced Concrete Columns;Applied Sciences;2023-03-23

同舟云学术

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