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DeepTrend 2.0: A light-weighted multi-scale traffic prediction model using detrending 期刊论文
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2019, 卷号: 103, 页码: 142-157
Authors:  Dai, Xingyuan;  Fu, Rui;  Zhao, Enmin;  Zhang, Zuo;  Lin, Yilun;  Wang, Fei-Yue;  Li, Li
Favorite  |  View/Download：13/0  |  Submit date：2019/09/30
Traffic prediction  Deep learning  Detrending  Multi-scale traffic prediction  
平行学习理论及其在智能交通系统中的应用 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  林懿伦
Adobe PDF(17378Kb)  |  Favorite  |  View/Download：144/1  |  Submit date：2019/07/15
平行学习  强化学习  深度学习  智能交通系统  
Long memory is important: A test study on deep-learning based car-following model 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 514, 页码: 786-795
Authors:  Wang, Xiao;  Jiang, Rui;  Li, Li;  Lin, Yi-Lun;  Wang, Fei-Yue
Favorite  |  View/Download：48/0  |  Submit date：2019/01/08
Car-following  Long memory  Hysteresis  Deep learning  
Parallel testing of vehicle intelligence via virtual-real interaction 期刊论文
Science Robotics, 2019, 卷号: 4, 期号: 28, 页码: eaaw4106
Authors:  Li Li;  Xiao Wang;  Kunfeng Wang;  Yilun Lin;  Jingmin Xin;  Long Chen;  Linhai Xu;  Bin Tian;  Yunfeng Ai;  Jian Wang;  Dongpu Cao;  Yuehu Liu;  Chenghong Wang;  Nanning Zheng;  Fei-Yue Wang
Adobe PDF(332Kb)  |  Favorite  |  View/Download：42/6  |  Submit date：2019/05/07
Artificial Intelligence  Intelligent Vehicle  
Capturing Car-Following Behaviors by Deep Learning 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 卷号: 19, 期号: 3, 页码: 910-920
Authors:  Wang, Xiao;  Jiang, Rui;  Li, Li;  Lin, Yilun;  Zheng, Xinhu;  Wang, Fei-Yue
Adobe PDF(3543Kb)  |  Favorite  |  View/Download：115/28  |  Submit date：2018/10/10
Microscopic Car-following Model  Deep Learning  Recurrent Neural Network (Rnn)  Gated Recurrent Unit (Gru) Neural Networks  
人工智能研究的新前线：生成式对抗网络 期刊论文
自动化学报, 2018, 卷号: 44, 期号: 5, 页码: 775-792
Authors:  林懿伦;  戴星原;  李力;  王晓;  王飞跃
Adobe PDF(6766Kb)  |  Favorite  |  View/Download：329/128  |  Submit date：2018/10/10
深度学习  生成式对抗网络  生成模型  对抗学习  平行学习  
Artificial intelligence test: a case study of intelligent vehicles 期刊论文
Artificial Intelligence Review, 2018, 卷号: 50, 期号: 3, 页码: 441–465
Authors:  Li Li;  Yilun Lin;  Nan-Ning Zheng;  Fei-Yue Wang;  Yuehu Liu;  Dongpu Cao;  Kunfeng Wang;  Wu-Ling Huang
Adobe PDF(1876Kb)  |  Favorite  |  View/Download：62/41  |  Submit date：2019/05/07
Artificial Intelligence  Intelligence Test  Turing Test  Simulation Test  
Pattern sensitive prediction of traffic flow based on generative adversarial framework 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2018, 期号: 99, 页码: 1-6
Authors:  Yilun Lin;  Xingyuan Dai;  Li Li;  Fei-Yue Wang
Adobe PDF(623Kb)  |  Favorite  |  View/Download：64/42  |  Submit date：2019/05/07
Traffic Flow Prediction  Deep Learning  Generative Adversarial Network  
Generative Adversarial Networks: Introduction and Outlook 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 4, 期号: 4, 页码: 588-598
Authors:  Kunfeng Wang;  Chao Gou;  Yanjie Duan;  Yilun Lin;  Xinhu Zheng;  Fei-Yue Wang
Adobe PDF(16945Kb)  |  Favorite  |  View/Download：73/5  |  Submit date：2018/01/08
Acp Approach  Adversarial Learning  Generative Adversarial Networks (Gans)  Generative Models  Parallel Intelligence  Zero-sum Game  
生成式对抗网络GAN的研究进展与展望 期刊论文
自动化学报, 2017, 卷号: 43, 期号: 3, 页码: 321¡332
Authors:  王坤峰;  苟超;  段艳杰;  林懿伦;  郑心湖;  王飞跃
Adobe PDF(17119Kb)  |  Favorite  |  View/Download：1201/447  |  Submit date：2018/01/08
生成式对抗网络  生成式模型  零和博弈  对抗学习  平行智能  Acp 方法