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Impact of Data Balancing and Feature Engineering on Accident Severity Models

DOI : 10.7307/ptt.v37i3.856
Fayez ALANAZI , Aminu SULEIMAN
665-690
Abstract : 828
PDF : 224

Vessel Trajectory Prediction Method Based on the Time Series Data Fusion Model

DOI : 10.7307/ptt.v36i6.772
Xinyun WU , Jiafei CHEN , Caiquan XIONG , Donghua LIU , Xiang WAN , Zexi CHEN
1160-1175
Abstract : 564
PDF : 295

A Review of Research on Coordinated Control of Traffic Signals at Urban Road Intersection Groups

DOI : 10.7307/ptt.v37i6.892
Changxi MA , Yan LIU , Xuecai XU , Hongxing ZHAO
1489-1507
Abstract : 905
PDF : 245

IALight: Importance-Aware Multi-Agent Reinforcement Learning for Arterial Traffic Cooperative Control

DOI : 10.7307/ptt.v37i1.650
Lu WEI , Xiaoyan ZHANG , Lijun FAN , Lei GAO , Jian YANG
151-169
Abstract : 368
PDF : 266

Road Traffic Accident Prediction Based on Multi-Source Data – A Systematic Review

DOI : 10.7307/ptt.v37i2.763
Meiling HE , Guangrong MENG , Xiaohui WU , Xun HAN , Jiangyang FAN
499-522
Abstract : 1233
PDF : 503

Improving Traffic Efficiency in a Road Network by Adopting Decentralised Multi-Agent Reinforcement Learning and Smart Navigation

DOI : 10.7307/ptt.v35i5.246
Hung Tuan Trinh , Sang-Hoon Bae , Quang Duy Tran
755-771
Abstract : 663
PDF : 544

Intelligent Train Timetable Generation Technology Based on Monte Carlo Tree Search Algorithm

DOI : 10.7307/ptt.v38i1.1201
Junyuan HE , Zhangdui ZHONG , Bo LI , Jiaming FAN , Jianwen DING , Wei CHEN
169-185
Abstract : 247
PDF : 63

A Deep Learning Approach for Enhanced Real-Time Prediction of Winter Road Surface Temperatures in High-Altitude Mountain Areas

DOI : 10.7307/ptt.v36i5.541
Meng ZHANG , Hua GUO , Jing-yang LI , Li LI , Feng ZHU
958-972
Abstract : 389
PDF : 230

A Bidirectional Context-Aware and Multi-Scale Fusion Hybrid Network for Short-Term Traffic Flow Prediction

DOI : 10.7307/ptt.v34i3.3957
Zhixing Chen , Guizhou Zheng
407-420
Abstract : 516
PDF : 422

Mapping Quality of Service and Quality of Experience to Public Bike Systems – An Empirical Case of New Taipei YouBike

DOI : 10.7307/ptt.v37i3.782
Chih-Lin CHUNG , Chen-Hao YUE , Chi-Chung TAO
706-722
Abstract : 719
PDF : 213

A Hybrid Deep Convolutional Neural Network Approach for Predicting the Traffic Congestion Index

DOI : 10.7307/ptt.v33i3.3657
Duy Tran Quang , Sang Hoon Bae
373-385
Abstract : 723
PDF : 488

Railway Traffic Accident Forecast Based on an Optimized Deep Auto-encoder

DOI : 10.7307/ptt.v30i4.2568
Fenling Feng , Wan Li , Qiwei Jiang
379-394
Abstract : 1172
PDF : 566

A Method for Traffic Flow Forecasting in a Large-Scale Road Network Using Multifeatures

DOI : 10.7307/ptt.v33i4.3709
Chuhao Zhou , Peiqun Lin , Xukun Lin , Yang Cheng
593-608
Abstract : 716
PDF : 442

Chinese Remainder Cryptosystem-Based Multilayer Perceptron Signcryption for Secure Vehicular Communication

DOI : 10.7307/ptt.v37i6.1007
Jini KIZHAKKAYIL MEETHAL , Senthilkumar JAYAPRAKASAM , Suresh YUVARAJ , Mohanraj VIJAYAKUMAR
1594-1611
Abstract : 540
PDF : 194

An M-DeepSORT Algorithm for Pedestrian Detection and Tracking Based on Video Images – A Case Study in Ji-nan Subway Station

DOI : 10.7307/ptt.v37i2.635
Wei ZHANG , Chuang ZHU , Yunchao QU , Guanhua LIU , Der-Horng LEE
338-360
Abstract : 513
PDF : 280

A Safety Control Method of Car-Following Trajectory Planning Based on LSTM

DOI : 10.7307/ptt.v35i3.118
Xingyu Chen , Haijian Bai , Heng Ding , Jianshe Gao , Wenjuan Huang
380-394
Abstract : 605
PDF : 750

Predicting Bus Travel Time with Hybrid Incomplete Data – A Deep Learning Approach

DOI : 10.7307/ptt.v34i5.4052
Ruisen Jiang , Dawei Hu , Steven I-Jy Chien , Qian Sun , Xue Wu
673-685
Abstract : 673
PDF : 359

Open the Black Box – Visualising CNN to Understand Its Decisions on Road Network Performance Level

DOI : 10.7307/ptt.v34i4.4037
Junxian Li , Zhizhou Wu , Zhoubiao Shen
643-656
Abstract : 318
PDF : 464

Operating Vehicles’ Speed Prediction Models

DOI : 10.7307/ptt.v36i3.543
Juraj Leonard VERTLBERG , Marko ŠVAJDA , Marijan JAKOVLJEVIĆ , Marko ŠEVROVIĆ
383-398
Abstract : 583
PDF : 972

Trajectory Prediction of Port Container Trucks Based on DeepPBM-Attention

DOI : 10.7307/ptt.v36i3.420
Haixiong YE , Kairong LUAN , Mei YANG , Xiliang ZHANG , Yue ZHOU
525-543
Abstract : 358
PDF : 861
1 - 20 of 20 items