Vijayalakshmi B, Thanga Ramya S, Ramar K, Vol. 17, No. 1, January 31, 2023
10.3837/tiis.2023.01.012

• Autoencoder
• Bidirectional LSTM
• Convolutional Neural Network
• Congestion prediction
• Spatio-Temporal Data
• traffic flow forecasting

Shuai Zhang, Cai Y. Pei, Wen Y. Liu, Vol. 16, No. 8, August 31, 2022
10.3837/tiis.2022.08.001

• Real-time traffic data
• Data flow model
• Data Model
• Deep Learning
• path topology
• traffic flow
• State discrimination algorithm

Xuting Duan, Hang Jiang, Daxin Tian, Jianshan Zhou, Gang Zhou, Wenjuan E, Yafu Sun, Shudong Xia, Vol. 15, No. 10, October 31, 2021
10.3837/tiis.2021.10.020

• internet of vehicles
• RSSI
• Traffic Flow Sensing
• Cooperative Vehicle Infrastructure System

Weiwei Liu, Fu Wang, Chennan Zhang, Jingyu Zhang, Lei Wang, Vol. 15, No. 4, April 30, 2021
10.3837/tiis.2021.04.002

• Public Transport
• Simulation
• Traffic Flow Characteristics
• Service Level

Xiufang Sun, Jianbo Li, Zhiqiang Lv, Chuanhao Dong, Vol. 14, No. 9, September 30, 2020
10.3837/tiis.2020.09.002

• traffic flow prediction
• Deep Learning
• Graph Convolution
• Dilated Convolution

Fan Zhang, Jing Bai, Xiaoyu Li, Changxing Pei, Vincent Havyarimana, Vol. 13, No. 4, April 29, 2019
10.3837/tiis.2019.04.013

• Ensemble learning
• extremely randomized trees
• traffic flow prediction

Zhangguo Shen, Wanliang Wang, Qing Shen, Zechao Li, Vol. 11, No. 10, October 30, 2017
10.3837/tiis.2017.10.011

• Short term traffic flow forecasting
• Relevance vector regression (RVR)
• Chaotic simulated annealing (CSA)
• Double seasonal holt-winters exponential smoothing DSHWES)

Sangwoo Son, Byungho Rhee, Vol. 7, No. 1, January 29, 2013
10.3837/tiis.2013.01.003

• Resource Allocation
• traffic flow control
• Vertical handover
• soft QoS
• hard QoS