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1 - 9 of 9 items

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 : 249
PDF : 163

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 : 634
PDF : 469

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 : 468
PDF : 260

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 : 294
PDF : 544

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 : 554
PDF : 427

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 : 235
PDF : 778

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 : 588
PDF : 492

A Nonlinear Autoregressive Model with Exogenous Variables for Traffic Flow Forecasting in Smaller Urban Regions

DOI : 10.7307/ptt.v34i6.4145
Junzhuo Li , Wenyong Li , Guan Lian
943-957
Abstract : 502
PDF : 267

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 : 301
PDF : 178
1 - 9 of 9 items