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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 : 731
PDF : 344

Forecasting the All-Weather Short-Term Metro Passenger Flow Based on Seasonal and Nonlinear LSSVM

DOI : 10.7307/ptt.v33i2.3561
Xin Huang , Yimin Wang , Peiqun Lin , Heng Yu , Yue Luo
217-231
Abstract : 897
PDF : 546

Optimised LSTM Neural Network for Traffic Speed Prediction with Multi-Source Data Fusion

DOI : 10.7307/ptt.v36i4.592
Yongpeng ZHAO , Yongcang LI , Changxi MA , Ke WANG , Xuecai XU
765-778
Abstract : 651
PDF : 715

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 : 454
PDF : 966

A Passenger Flow Prediction Model of Urban Rail Transit Based on ICEEMDAN Decomposition and TCN-LSTM-CAM Module

DOI : 10.7307/ptt.v38i6.1113
Haijun LI , Yuheng ZHANG , Jing CHEN , Yan HUANG , Dehua WEI
1337-1356
Abstract : 367
PDF : 217

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 : 821
PDF : 446

Vehicle Lane-Changes Trajectory Prediction Model Considering External Parameters

DOI : 10.7307/ptt.v33i5.3718
Xuchuan Li , Lingkun Fan , Tao Chen , Shuaicong Guo
745-754
Abstract : 624
PDF : 491

Vehicle Trajectory Prediction Based on GAT and LSTM Networks in Urban Environments

DOI : 10.7307/ptt.v36i5.600
Xuelong ZHENG , Xuemei CHEN , Yaohan JIA
867-884
Abstract : 1184
PDF : 618

ICP-LSTM Joint Localisation for Autonomous Driving

DOI : 10.7307/ptt.v38i6.1232
Junhe LIU
1357-1373
Abstract : 331
PDF : 196

Multi-Step Trajectory Prediction of Port Container Trucks Based on CT-HybridNet Model

DOI : 10.7307/ptt.v37i6.901
Haixiong YE , Mingqi GAO , Xiliang ZHANG , Zhe XU
1545-1561
Abstract : 690
PDF : 358

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 : 861
PDF : 484

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 : 826
PDF : 525

Vehicle Travel Time Estimation Using Sequence Prediction

DOI : 10.7307/ptt.v32i1.3008
Gültekin Gündüz , Tankut Acarman
1-12
Abstract : 1039
PDF : 577

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 : 538
PDF : 706

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 : 790
PDF : 613
1 - 15 of 15 items