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Extreme Gradient Boosting (XGBoost) Model for Vehicle Trajectory Prediction in Connected and Autonomous Vehicle Environment

DOI : 10.7307/ptt.v33i5.3779
Pengfei Liu , Wei Fan
767-774
Abstract : 1120
PDF : 658

Analysis of Two-Wheeler Casualty Traffic Accidents with Improved Apriori Algorithm Based on the XGBoost Model

DOI : 10.7307/ptt.v38i5.1233
Yansong HU , Changjun WANG , Jinzi ZHENG , Yonggang ZHANG , Tianya DU
1224-1239
Abstract : 84
PDF : 50

Regional Expressway Freight Volume Prediction Algorithm Based on Meteorological Information

DOI : 10.7307/ptt.v35i2.40
Ning Gao , Yuanbo Hong , Junfei Chen , Chonghao Pang
195-211
Abstract : 489
PDF : 675

Prediction of Fatalities in Vehicle Collisions in Canada

DOI : 10.7307/ptt.v33i5.3782
Liza Babaoglu , Ceni Babaoglu
661-669
Abstract : 892
PDF : 743

Fuel Consumption Evaluation of Connected Automated Vehicles Under Rear-End Collisions

DOI : 10.7307/ptt.v35i3.179
Qingchao Liu , Wenjie Ouyang , Jingya Zhao , Yingfeng Cai , Long Chen
331-348
Abstract : 511
PDF : 1228

Integrating Spatial Heterogeneity and Nonlinear Dynamics for Interpretable Dockless Bike-Sharing Demand Prediction

DOI : 10.7307/ptt.v38i4.1098
Fan YANG , Guangji XU
840-852
Abstract : 207
PDF : 164

Analysis of Traffic Conflicts at Roundabout Entrances and Exits – A Machine Learning Approach for Enhanced Safety

DOI : 10.7307/ptt.v37i4.769
Yuzhou DUAN , Zhipeng LIN , Yulong WANG , Qiaowen BAI
947-962
Abstract : 1353
PDF : 271
1 - 7 of 7 items