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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
View  |  Adobe PDF(16945Kb)  |  Favorite  |  View/Download:53/1  |  Submit date:2018/01/08
Acp Approach  Adversarial Learning  Generative Adversarial Networks (Gans)  Generative Models  Parallel Intelligence  Zero-sum Game  
基于深度学习的交通预测方法研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  段艳杰
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智能交通  深度学习  交通预测  
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
View  |  Adobe PDF(17119Kb)  |  Favorite  |  View/Download:516/179  |  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  
Social media based transportation research: the state of the work and the networking 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 4, 期号: 1, 页码: 19-26
Authors:  Lv, Yisheng;  Chen, Yuanyuan;  Zhang, Xiqiao;  Duan, Yanjie;  Li, Naiqiang
Favorite  |  View/Download:33/0  |  Submit date:2018/01/08
Social Media  Transportation  Traffic Information  Social Transportation  Traffic Prediction  Traffic Event Detection  
An efficient realization of deep learning for traffic data imputation 期刊论文
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2016, 卷号: 72, 页码: 168-181
Authors:  Duan, Yanjie;  Lv, Yisheng;  Liu, Yu-Liang;  Wang, Fei-Yue
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Traffic Data Imputation  Deep Learning  Missing Data  
Travel Time Prediction with LSTM Neural Network 会议论文
, Rio de Janeiro, Brazil, 2016年11月1-4日
Authors:  Duan YJ(段艳杰);  Lv Yisheng;  Wang Fei-Yue
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Performance Evaluation of the Deep Learning Approach for Traffic Flow Prediction at Different Times 会议论文
, Beijing, P.R. China, 2016年7月10-12日
Authors:  Duan YJ(段艳杰);  Lv Yisheng;  Wang Fei-Yue
View  |  Adobe PDF(154Kb)  |  Favorite  |  View/Download:43/10  |  Submit date:2017/05/04
深度学习在控制领域的研究现状与展望 期刊论文
自动化学报, 2016, 卷号: 42, 期号: 5, 页码: 643-654
Authors:  段艳杰;  吕宜生;  张杰;  赵学亮;  王飞跃
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深度学习  控制  特征  自适应动态规划  
Managing Emergency Traffic Evacuation With a Partially Random Destination Allocation Strategy: A Computational-Experiment-Based Optimization Approach 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 4, 页码: 2182-2191
Authors:  Lv, Yisheng;  Zhang, Xiqiao;  Kang, Wenwen;  Duan, Yanjie
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Computational Experiment  Evacuation Control  Metamodel  Simulation-based Optimization  
Traffic Flow Prediction With Big Data: A Deep Learning Approach 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 2, 页码: 865-873
Authors:  Lv, Yisheng;  Duan, Yanjie;  Kang, Wenwen;  Li, Zhengxi;  Wang, Fei-Yue
View  |  Adobe PDF(1520Kb)  |  Favorite  |  View/Download:780/606  |  Submit date:2015/09/21
Deep Learning  Stacked Autoencoders (Saes)  Traffic Flow Prediction