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  • Home
  • Current
  • Archives
  • Special Issues
    • 2025: Rethinking the European Railway System
    • 2024: Innovation and New Technologies in Transport and Logistics
    • 2023: Sustainable Road Traffic and Road Safety
    • 2021: Logistics Challenges
  • About
    • About the Journal
    • Submissions
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Online ISSN : 1848-4069
Print ISSN : 0353-5320
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1 - 25 of 116 items 1 2 3 4 5 > >> 

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
DOI : 10.7307/ptt.v36i5.541

Effect of Time Intervals on K-nearest Neighbors Model for Short-term Traffic Flow Prediction

DOI : 10.7307/ptt.v31i2.2811
Zhao Liu , Xiao Qin , Wei Huang , Xuanbing Zhu , Yun Wei , Jinde Cao , Jianhua Guo
129-139
Abstract : 1315
PDF : 682
DOI : 10.7307/ptt.v31i2.2811

Short-term Traffic Flow Prediction Method in Bayesian Networks Based on Quantile Regression

DOI : 10.7307/ptt.v32i6.3394
Jing Luo
821-835
Abstract : 874
PDF : 555
DOI : 10.7307/ptt.v32i6.3394

Short-term Traffic Flow Prediction Based on Genetic Artificial Neural Network and Exponential Smoothing

DOI : 10.7307/ptt.v32i6.3360
Changxi Ma , Limin Tan , Xuecai Xu
747-760
Abstract : 1162
PDF : 678
DOI : 10.7307/ptt.v32i6.3360

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 : 1804
PDF : 923
DOI : 10.7307/ptt.v37i2.763

On the Performance of Machine Learning Based Flight Delay Prediction – Investigating the Impact of Short-Term Features

DOI : 10.7307/ptt.v34i6.4132
Delia Schösser , Jörn Schönberger
825-838
Abstract : 1021
PDF : 645
DOI : 10.7307/ptt.v34i6.4132

Trend-Season Dual-Branch Fusion Network with Harmonic Weighting for Traffic Prediction

DOI : 10.7307/ptt.v38i6.1320
Yangyi LIU , Siyuan ZHANG , Wenjun ZHOU , Yifan WANG , Quan ZHANG , Bo PENG
1320-1336
Abstract : 379
PDF : 221
DOI : 10.7307/ptt.v38i6.1320

Long Range Aircraft Trajectory Prediction

DOI : 10.7307/ptt.v21i5.246
Tone Magister
311-318
Abstract : 1193
PDF : 1142
DOI : 10.7307/ptt.v21i5.246

A Method of Rescue Flight Path Plan Correction Based on the Fusion of Predicted Low-altitude Wind Data

DOI : 10.7307/ptt.v28i5.1939
Ming Zhang , Shuo Wang , Hui Yu
479-485
Abstract : 937
PDF : 728 data table : 0
DOI : 10.7307/ptt.v28i5.1939

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 : 1187
PDF : 618
DOI : 10.7307/ptt.v36i5.600

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
DOI : 10.7307/ptt.v33i4.3709

Prediction and Investigation of the Injury Severity of Drivers Involved in Speeding-Related Crashes Using Machine Learning Models

DOI : 10.7307/ptt.v37i6.1016
Neero Gumsar SORUM , Martina Gumsar SORUM
1612-1627
Abstract : 703
PDF : 288
DOI : 10.7307/ptt.v37i6.1016

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 : 800
PDF : 614
DOI : 10.7307/ptt.v36i6.772

Lumbar Moment Estimation of Engine Drivers in a Static Sitting Working Position by using Multiple Linear Regression

DOI : 10.7307/ptt.v36i2.575
Davor Sumpor , Sandro Tokić , Jasna Leder Horina , Mislav Stjepan Žebec
219-231
Abstract : 630
PDF : 874
DOI : 10.7307/ptt.v36i2.575

Simple and Efficient Prediction of Near Future State of Traffic Using Only Past Speed Information

DOI : 10.7307/ptt.v30i5.2757
Fevzi Yasin Kababulut , Damla Kuntalp , Olcay Akay , Timur Düzenli
589-599
Abstract : 823
PDF : 559
DOI : 10.7307/ptt.v30i5.2757

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 : 375
PDF : 222
DOI : 10.7307/ptt.v38i6.1113

Vehicle Travel Time Estimation Using Sequence Prediction

DOI : 10.7307/ptt.v32i1.3008
Gültekin Gündüz , Tankut Acarman
1-12
Abstract : 1040
PDF : 577
DOI : 10.7307/ptt.v32i1.3008

A Multi-Level Dynamic GCN-Transformer Framework with Spatio-Temporal Interaction for Traffic Flow Prediction

DOI : 10.7307/ptt.v38i5.1300
Guan LIAN , Caihua HUANG , Qi SUN , Wenyong LI , Yingzi WU
1173-1191
Abstract : 249
PDF : 226
DOI : 10.7307/ptt.v38i5.1300

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 : 617
PDF : 467
DOI : 10.7307/ptt.v34i3.3957

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
DOI : 10.7307/ptt.v36i4.592

Short-term Traffic Flow Prediction Using Artificial Intelligence with Periodic Clustering and Elected Set

DOI : 10.7307/ptt.v32i1.3154
Erdem Doğan
65-78
Abstract : 904
PDF : 511
DOI : 10.7307/ptt.v32i1.3154

Prediction of Commuter’s Daily Time Allocation

DOI : 10.7307/ptt.v25i5.1190
Fang Zong , Jia Hongfei , Pan Xiang , Wu Yang
445-455
Abstract : 1328
PDF : 1494
DOI : 10.7307/ptt.v25i5.1190

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
DOI : 10.7307/ptt.v37i6.901

Real-Time Adaptive Traffic Flow Prediction Based on a GE-GRU-KNN Model

DOI : 10.7307/ptt.v37i3.775
Xiangyu YI , Hongmei ZHOU , Shaopeng ZHONG
754-772
Abstract : 727
PDF : 266
DOI : 10.7307/ptt.v37i3.775

Intent Recognition and Trajectory Prediction for Multiple Types of Traffic Participants at an Unsignalized Intersection Based on Bidirectional Spatiotemporal Attention Network

DOI : 10.7307/ptt.v38i5.1229
Yanan HOU , Mingbao PANG , Huamin LIANG
1053-1068
Abstract : 343
PDF : 161
DOI : 10.7307/ptt.v38i5.1229
1 - 25 of 116 items 1 2 3 4 5 > >> 

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A Novel Data Envelopment Analysis Framework for Performance Evaluation of European Road Transport Systems

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