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Research article

First published 2026-2

Traffic Prediction and Optimization with Deep Learning based on a Vehicle–Road–Cloud Integration Platform

Duan Jianyu, Haowen Lei, Wang Zhen [...]

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2018-3

Traffic fatalities prediction using support vector machine with hybrid particle swarm optimization

Xiaoning Gu, Ting Li, Yonghui Wang [...]

Journal of Algorithms & Computational Technology

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Research article

First published 2019-3

Bayesian optimization of support vector machine for regression prediction of short-term traffic flow

Dong Wang, Chengcheng Wang, Jianhua Xiao [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-5

Traffic Conflict Prediction at Signal Cycle Level Using Bayesian Optimized Machine Learning Approaches

Lai Zheng, Zhenlin Hu, Tarek Sayed

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2019

Road condition prediction and logistics distribution path optimization algorithm based on traffic big data

Wenjing Li, Shiaofang Liang, Yinjiao Jiang [...]

Journal of Algorithms & Computational Technology

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Research article

First published 2019

Dynamic multi-objective optimization for mixed traffic flow based on partial least squares prediction model

Juan Chen, Zhengxuan Xue, Dongxiao Han

Journal of Algorithms & Computational Technology

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Research article

First published 2021-01-04

Optimization driven cellular automata for traffic flow prediction at signalized intersections

Shuang You, Yaping Zhou

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2016-8

Short-term traffic flow prediction model using particle swarm optimization–based combined kernel function-least squares support vector machine combined with chaos theory

Qiang Shang, Ciyun Lin, Zhaosheng Yang [...]

Advances in Mechanical Engineering

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Research article

First published 2019-7

Optimal Urban Traffic Model Predictive Control for NEMA Standards

Qichao Wang, Montasir Abbas

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2003

Optimization of Dynamic Neural Network Performance for Short-Term Traffic Prediction

Sherif Ishak, Prashanth Kotha, Ciprian Alecsandru

Transportation Research Record: Journal of the Transportation Research Board

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