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A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
作者:  Jin, Junchen;  Rong, Dingding;  Zhang, Tong;  Ji, Qingyuan;  Guo, Haifeng;  Lv, Yisheng;  Ma, Xiaoliang;  Wang, Fei-Yue
收藏  |  浏览/下载：285/0  |  提交时间：2022/06/06
Roads  Predictive models  Data models  Recurrent neural networks  Generators  Computer architecture  Deep learning  Short-term link speed prediction  signalized urban networks  Wasserstein generative adversarial network  
An End-to-End Recommendation System for Urban Traffic Controls and Management Under a Parallel Learning Framework 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 3, 页码: 1616-1626
作者:  Jin, Junchen;  Guo, Haifeng;  Xu, Jia;  Wang, Xiao;  Wang, Fei-Yue
收藏  |  浏览/下载：235/0  |  提交时间：2021/04/27
Control systems  Urban areas  Timing  Adaptive systems  Real-time systems  Recurrent neural networks  Process control  Intelligent traffic control  traffic signal control  parallel learning  recommendation systems  deep neural networks  
A spatial-temporal attention model for human trajectory prediction 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 卷号: 7, 期号: 4, 页码: 965-974
作者:  Zhao, Xiaodong;  Chen, Yaran;  Guo, Jin;  Zhao, Dongbin
收藏  |  浏览/下载：138/0  |  提交时间：2020/08/03
Attention mechanism  long-short term memory (LSTM)  spatial-temporal model  trajectory prediction  
From Class-Specific to Class-Mixture: Cascaded Feature Representations via Restricted Boltzmann Machine Learning 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 69393-69406
作者:  Xie, Guo-Sen;  Jin, Xiao-Bo;  Zhang, Xu-Yao;  Zang, Shao-Fei;  Yang, Chunlei;  Wang, Zhiheng;  Pu, Jiexin
收藏  |  浏览/下载：250/0  |  提交时间：2019/07/12
Feature extraction  class-specific  RBM  feature learning