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Deep patch learning algorithms with high interpretability for regression problems 期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 页码: 38
Authors:  Huang, Yunhu;  Chen, Dewang;  Zhao, Wendi;  Lv, Yisheng;  Wang, Shiping
Favorite  |  View/Download:38/0  |  Submit date:2022/07/25
deep learning  deep patch learning fuzzy system  fuzzy C-means clustering  interpretability  maximum information coefficient (MIC)  Pearson's correlation coefficients (PCC)  
Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems 期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 49873-49891
Authors:  Huang, Yunhu;  Chen, Dewang;  Zhao, Wendi;  Lv, Yisheng
Favorite  |  View/Download:28/0  |  Submit date:2022/07/25
Computational modeling  Training  Microwave integrated circuits  Deep learning  Data models  Artificial neural networks  Training data  Fuzzy c-means (FCM) clustering  maximal information coefficient (MIC)  random input (RI)  deep patch learning classifier  interpretability  
Deep Neural Fuzzy System Oriented toward High-Dimensional Data and Interpretable Artificial Intelligence 期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 16, 页码: 19
Authors:  Chen, Dewang;  Cai, Jijie;  Huang, Yunhu;  Lv, Yisheng
Favorite  |  View/Download:36/0  |  Submit date:2021/11/03
interpretability  high-dimensional data  adaptive neuro-fuzzy inference system  deep neural fuzzy system  
Freeway Traffic Stream Modeling Based on Principal Curves and Its Analysis 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2004, 卷号: 5, 期号: 4, 页码: 246-258
Authors:  Dewang Chen;  Junping Zhang;  Shuming Tang;  and Jue Wang
Favorite  |  View/Download:3/0  |  Submit date:2020/10/27
Traffic Control  Mathematical Model  Nonlinear Equations  Intelligent Transportation Systems  Automation  Laboratories  Intelligent Systems  Data Analysis  Filters  Algorithm Design And Analysis  
高速公路交通流建模及其智能控制系统研究 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2003
Authors:  陈德望
Favorite  |  View/Download:92/0  |  Submit date:2015/09/02
高速公路  交通流建模  入口匝道控制  多匝道协调控制系统  交通控制仿真平台  Freeway  Traffic Stream Modeling  Ramp Control  Coordinated Ramp Control System  Simulation PlatForm For Traffic Control  
Study on the Loop Control Structure of Traffic Flow Based on Self-organization Theory 会议论文
IEEE INTELLIGENT SYSTEMS, Tucson,AZ,USA, 7-10 Oct. 2001
Authors:  Xiaoming Liu;  Dewang Chen;  Xiaoyan Gong;  Shuming Tang;  Wei Xu;  Fan Wu;  Fei-Yue Wang
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Self-organization  Primary Parameter  Self-adjustive Loop  
Iitial Investigation on Traffic Flow nCharacteristics of Beijing No.3 Loop Highway 会议论文
IEEE INTELLIGENT SYSTEMS, Tucson,AZ,USA, 7-10 Oct. 2001
Authors:  Xiaoyan Gong;  Dewang Chen;  Xiaorming Liu;  Shuming Tang;  Fei-Yue Wang
Favorite  |  View/Download:19/0  |  Submit date:2020/10/27
Macroscopic Traffic Model  Beijing Loop Highway  Driver's Behavior