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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
  |  
浏览/下载:37/0
  |  
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:20/0
  |  
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
FCM-RDpA: TSK fuzzy regression model construction using fuzzy C-means clustering, regularization, Droprule, and Powerball Adabelief
期刊论文
INFORMATION SCIENCES, 2021, 卷号: 574, 页码: 490-504
作者:
Shi, Zhenhua
;
Wu, Dongrui
;
Guo, Chenfeng
;
Zhao, Changming
;
Cui, Yuqi
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/11/03
TSK fuzzy system
Mini-batch gradient descent
DropRule
Powerball AdaBelief
Fuzzy c-means clustering
Transformer Fault Diagnosis Method Based on Deep Belief Network and Improved Fuzzy C-means Clustering
期刊论文
Gaodianya Jishu/High Voltage Engineering, 2020, 卷号: 46, 期号: 12, 页码: 4258-4265
作者:
Liu, Zhongmin
;
Zhai, Yuxiao
;
Zhang, Xin
;
Zhou, Jinglong
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2022/02/17
Computer aided diagnosis
Failure analysis
Fuzzy neural networks
Fuzzy systems
Accuracy rate
Deep belief networks
Diagnostic accuracy
Fault classification
Fuzzy classification
Improved fuzzy c-means clustering
Transformer fault diagnosis
Transformer faults
Weak fault feature extraction of rolling bearing based on secondary clustering segmentation and Teager energy spectrum
期刊论文
Zhendong yu Chongji/Journal of Vibration and Shock, 2020, 卷号: 39, 期号: 13, 页码: 246-253
作者:
Wang, Wangwang
;
Deng, Linfeng
;
Zhao, Rongzhen
;
Zhang, Aihua
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2020/11/14
Bandpass filters
Clustering algorithms
Copying
Fourier transforms
Fuzzy clustering
Higher order statistics
Inverse problems
Inverse transforms
Signal processing
Spectroscopy
Time domain analysis
Clustering segmentation
Different frequency
Fuzzy C-means algorithms
Inverse Fourier transforms
Periodic components
Simulation analysis
Teager energy operators
Weak fault feature extraction
Clustering analysis of rotating machine fault data based on improved fuzzy C-means algorithm with integrated multi-strategy
期刊论文
Zhendong Gongcheng Xuebao/Journal of Vibration Engineering, 2019, 卷号: 32, 期号: 5, 页码: 918-926
作者:
Deng, Lin-Feng
;
Zhang, Ai-Hua
;
Zhao, Rong-Zhen
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2020/11/14
Cluster analysis
Copying
Equivalence classes
Failure analysis
Fuzzy clustering
Fuzzy systems
Rotating machinery
Clustering analysis
Clustering of faults
Clustering performance
Equivalence relations
Fuzzy C mean
High-dimensional feature space
Improved fuzzy c-means
Initial clustering centers
Multiple model adaptive control of nonlinear systems based on clustering method and neural network
期刊论文
Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2019, 卷号: 41, 期号: 9, 页码: 2100-2106
作者:
Tang, Weiqiang
;
Long, Wenkun
;
Sun, Lijuan
;
Huang, Xiaoli
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2020/11/14
Clustering algorithms
Controllers
Fuzzy clustering
Least squares approximations
Neural networks
Nonlinear systems
Predictive analytics
Adaptive Control
Fuzzy c-means clustering algorithms
Multiple-model adaptive controls
Multiple-model methods
Nonlinear neural networks
Nonlinear prediction model
Recursive least squares method
Robust adaptive controller
A cooperative spectrum sensing method based on information geometry and fuzzy c-means clustering algorithm
期刊论文
EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2019, 页码: 12
作者:
Zhang, Shunchao
;
Wang, Yonghua
;
Li, Jiangfan
;
Wan, Pin
;
Zhang, Yongwei
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2019/07/12
Cooperative spectrum sensing
Information geometry
Decomposition and recombination
Fuzzy c-means clustering algorithm
LDS-FCM: A Linear Dynamical System-based Fuzzy C-Means Method for Tactile Recognition
期刊论文
IEEE Transactions on Fuzzy Systems, 2019, 卷号: 27, 页码: 72-83
作者:
LIU, Chunfang
;
HUANG, Wenbing
;
SUN, Fuchun
;
LUO, Minnan
;
TAN, Chuanqi
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2019/11/19
Force
Fuzzy C means clustering
Grasping
Linear dynamic system
Robot sensing system
Dynamic Background Subtraction Using Histograms Based on Fuzzy C-Means Clustering and Fuzzy Nearness Degree
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 14671-14679
作者:
Yu, Tianming
;
Yang, Jianhua
;
Lu, Wei
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/02
Background subtraction
fuzzy c-means clustering
fuzzy nearness degree
fuzzy histogram
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