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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
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平行学习  强化学习  深度学习  智能交通系统  
基于自适应动态规划方法的智能微网系统电能优化协调控制 学位论文
, 北京: 中国科学院大学, 2018
Authors:  徐延才
Adobe PDF(2080Kb)  |  Favorite  |  View/Download:96/5  |  Submit date:2018/05/31
智能电网  神经网络  自适应动态规划  电能管理  
基于时空模型的行为识别研究 学位论文
, 北京: 中国科学院大学, 2018
Authors:  曹聪琦
Adobe PDF(13483Kb)  |  Favorite  |  View/Download:177/13  |  Submit date:2018/05/30
行为识别  时空模型  特征提取  序列建模  深度学习  卷积神经网络  循环神经网络  
基于平行数据的交通预测和社会交通信息提取方法研究 学位论文
, 北京: 中国科学院大学, 2018
Authors:  陈圆圆
Adobe PDF(7323Kb)  |  Favorite  |  View/Download:107/5  |  Submit date:2018/05/31
平行数据智能  平行交通  交通知识自动化  深度学习  智能交通  
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
View  |  Adobe PDF(3543Kb)  |  Favorite  |  View/Download:91/7  |  Submit date:2018/10/10
Microscopic Car-following Model  Deep Learning  Recurrent Neural Network (Rnn)  Gated Recurrent Unit (Gru) Neural Networks  
Traffic Flow Prediction with Parallel Data 会议论文
, Maui, Hawaii, USA, Nov. 4-7, 2018
Authors:  Y. Chen;  Y. Lv,;  Xiao Wang;  Fei-Yue Wang
View  |  Adobe PDF(821Kb)  |  Favorite  |  View/Download:25/4  |  Submit date:2019/08/28
Parallel System  
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
View  |  Adobe PDF(623Kb)  |  Favorite  |  View/Download:51/31  |  Submit date:2019/05/07
Traffic Flow Prediction  Deep Learning  Generative Adversarial Network  
Aggregating Rich Hierarchical Features for Scene Classification in Remote Sensing Imagery 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 卷号: 10, 期号: 9, 页码: 4104-4115
Authors:  Wang, Guoli;  Fan, Bin;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(878Kb)  |  Favorite  |  View/Download:184/90  |  Submit date:2017/05/09
Convolutional Neural Networks (Cnns)  Mixed-resolution Representation  Remote Sensing Scene Classification  Vector Of Locally Aggregated Descriptors (Vlad)  
基于MFD 的城市区域过饱和交通信号优化控制 期刊论文
自动化学报, 2017, 卷号: 43, 期号: 7, 页码: 1220-1233
Authors:  刘小明;  唐少虎;  朱凤华;  陈兆盟
View  |  Adobe PDF(1698Kb)  |  Favorite  |  View/Download:110/47  |  Submit date:2018/01/06
区域交通信号优化  宏观基本图  
Event-Triggered H-infinity Control for Continuous-Time Nonlinear System via Concurrent Learning 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 卷号: 47, 期号: 7, 页码: 1071-1081
Authors:  Zhang, Qichao;  Zhao, Dongbin;  Zhu, Yuanheng
View  |  Adobe PDF(2937Kb)  |  Favorite  |  View/Download:192/118  |  Submit date:2017/05/04
Concurrent Learning  Event-triggered Control  H-infinity Optimal Control  Neural Networks (Nns)  Zero-sum (Zs) Game