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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
作者:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
;
Wang, Shiping
收藏
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浏览/下载:30/0
  |  
提交时间: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
作者:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
收藏
  |  
浏览/下载:18/0
  |  
提交时间: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
作者:
Chen, Dewang
;
Cai, Jijie
;
Huang, Yunhu
;
Lv, Yisheng
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2021/11/03
interpretability
high-dimensional data
adaptive neuro-fuzzy inference system
deep neural fuzzy system
Intelligent driving methods based on sparse LSSVM and ensemble CART algorithms for high-speed trains
期刊论文
COMPUTERS & INDUSTRIAL ENGINEERING, 2019, 卷号: 127, 页码: 1203-1213
作者:
Cheng, Ruijun
;
Chen, Dewang
;
Gai, Weilong
;
Zheng, Song
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  |  
浏览/下载:14/0
  |  
提交时间:2019/11/21
High-speed train
Expert knowledge
LSSVM
AdaBoost CART
L-0-norm minimization algorithm
Bagging CART
Hierarchical resource distribution network based on mobile edge computing
会议论文
作者:
Ren, Dewang
;
Gui, Xiaolin
;
Dai, Huijun
;
An, Jian
;
Liang, Xin
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  |  
浏览/下载:7/0
  |  
提交时间:2019/11/26
Caching resource
Distributed resources
Distribution services
Fuzzy C means clustering
Mobile Edge Computing
Node selection algorithms
Service delays
Total energy consumption
Continuous-time constrained stochastic games with average criteria
期刊论文
OPERATIONS RESEARCH LETTERS, 2018, 卷号: 46, 页码: 109-115
作者:
Zhang, Wenzhao
;
Wang, Binfu
;
Chen, Dewang
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  |  
浏览/下载:3/0
  |  
提交时间:2019/11/21
Nonzero-sum game
Constrained Nash equilibria
Average criteria
Vanishing discount method
MicroRNA expression profiles identify biomarkers for predicting the response to chemoradiotherapy in rectal cancer
期刊论文
Molecular Medicine Reports, 2018, 卷号: Vol.18 No.2, 页码: 1909-1916
作者:
Binbin Du
;
Xiaoying Wang
;
Dewang Wu
;
Tao Wang
;
Xiongfei Yang
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/26
Intelligent driving methods based on expert knowledge and online optimization for high-speed trains
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2017, 卷号: 87, 页码: 228-239
作者:
Cheng, Ruijun
;
Chen, Dewang
;
Cheng, Bao
;
Zheng, Song
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  |  
浏览/下载:4/0
  |  
提交时间:2019/11/21
High-speed train
Intelligent driving method (IDM)
Online optimization algorithm
Expert knowledge
A flexible and robust train operation model based on expert knowledge and online adjustment
期刊论文
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2017, 卷号: 15
作者:
Zhang, Chun-Yang
;
Chen, Dewang
;
Yin, Jiateng
;
Chen, Long
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  |  
浏览/下载:8/0
  |  
提交时间:2019/11/21
Automatic train operation
online adjustment
expert knowledge
data-driven control
Parallel Control and Management for High-Speed Maglev Systems
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2017, 卷号: 18, 页码: 431-440
作者:
Chen, Dewang
;
Yin, Jiateng
;
Chen, Long
;
Xu, Hongze
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/11/21
Parallel control and management
high-speed maglev system
agent-based modeling
artificial system
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