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A Hybrid Short-term Traffic Flow Forecasting Method Based on Neural Networks Combined with K-Nearest Neighbor

DOI : 10.7307/ptt.v30i4.2651
Zhao Liu , Jianhua Guo , Jinde Cao , Yun Wei , Wei Huang
445-456
Abstract : 1276
PDF : 645

A Genetic Algorithm-based BP Neural Network Method for Operational Performance Assessment of ATC Sector

DOI : 10.7307/ptt.v28i6.2003
Jianping Zhang , Liwei Duan , Jing Guo , Weidong Liu , Xiaojia Yang , Ruiping Zhang
563-574
Abstract : 1153
PDF : 727

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 : 1126
PDF : 672

Recognition Method of Drinking-driving Behaviors Based on PCA and RBF Neural Network

DOI : 10.7307/ptt.v30i4.2657
Yifan Sun , Jinglei Zhang , Xiaoyuan Wang , Zhangu Wang , Jie Yu
407-417
Abstract : 927
PDF : 623

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 : 363
PDF : 911

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 : 806
PDF : 519

Real Time Short-term Forecasting Method of Remaining Parking Space in Urban Parking Guidance Systems

DOI : 10.7307/ptt.v30i2.2388
Xiaobo Zhu , Jianhua Guo , Wei Huang , Fengquan Yu , Byungkyu Brian Park
173-185
Abstract : 986
PDF : 649

Use of Structural Equation Modelling and Neural Network to Analyse Shared Parking Choice Behaviour

DOI : 10.7307/ptt.v35i5.209
Yi Zhu , Shuyan Chen , Ying Wu , Fengxiang Qiao , Yongfeng Ma
712-721
Abstract : 473
PDF : 603

Neural Network for Recognition of County Centre Post Codes

Hrvoje Gold , Mario Samodol
1-10
Abstract : 762
PDF : 1353

Neuro System Structure for Vehicle Recognition and Count in Floating Bridge Specific Conditions

Slobodan Beroš , Saša Mladenović , Špiro Matošin
113-120
Abstract : 702
PDF : 1266

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 : 613
PDF : 698

Polynomial Identification of Strain Gauge Thermal Output...

Igor Vujović , Ivica Kuzmanić , Zlatan Kulenović
277-284
Abstract : 1065
PDF : 1634

A Fuzzy Neural Network-Based Robust Control Algorithm for the Trajectory of a Roadway Inspection Robot

DOI : 10.7307/ptt.v38i3.1101
Yali YANG , Xuelei ZHAO , Zhibo YANG
587-601
Abstract : 326
PDF : 182

Subjective Air Traffic Complexity Estimation Using Artificial Neural Networks

DOI : 10.7307/ptt.v31i4.3018
Petar Andraši , Tomislav Radišić , Doris Novak , Biljana Juričić
377-386
Abstract : 1410
PDF : 793

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 : 828
PDF : 479

Automatic Pavement Crack Recognition Based on BP Neural Network

DOI : 10.7307/ptt.v26i1.1477
Li Li , Lijun Sun , Guobao Ning , Shengguang Tan
11-22
Abstract : 2982
PDF : 2529

Solving Capacitated Location Routing Problem by Variable Neighborhood Descent and GA-Artificial Neural Network Hybrid Method

DOI : 10.7307/ptt.v30i5.2640
Engin Pekel , Selin Soner Kara
563-578
Abstract : 873
PDF : 661

An Artificial Neural Network Model for Highway Accident Prediction: A Case Study of Erzurum, Turkey

DOI : 10.7307/ptt.v27i3.1551
Muhammed Yasin Çodur , Ahmet Tortum
217-225
Abstract : 3133
PDF : 1612

Combinatorial Neural Networks Based Model for Identification of Marine Steam Turbine Clustered Parameters

DOI : 10.7307/ptt.v23i1.143
Pavao Komadina , Vinko Tomas , Marko Valčić
1-9
Abstract : 1324
PDF : 1748

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 : 816
PDF : 612

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 : 735
PDF : 581

Bus Tickets Sales Forecasting Using Neuro-Genetic Methods

Hrvoje Gold , Zvonko Kavran , Gordana Štefančić
57-60
Abstract : 1646
PDF : 1126

Neural Network Based Vehicular Location Prediction Model for Cooperative Active Safety Systems

DOI : 10.7307/ptt.v30i2.2500
Murat Dörterler , Ömer Faruk Bay
205-215
Abstract : 965
PDF : 645

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 : 711
PDF : 326

Urban Traffic Level of Service Prediction Method Based on DBO-Transformer Multi-Source Information Fusion

DOI : 10.7307/ptt.v38i3.1124
Chen LIJING , Li YONG
629-641
Abstract : 271
PDF : 164
1 - 25 of 37 items 1 2 > >>