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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:164/0  |  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:155/0  |  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
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interpretability  high-dimensional data  adaptive neuro-fuzzy inference system  deep neural fuzzy system  
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
Favorite  |  View/Download:63/0  |  Submit date:2020/10/27
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
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Macroscopic Traffic Model  Beijing Loop Highway  Driver's Behavior  
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
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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:145/0  |  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