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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:19/0
  |  
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
Adaptive Neural Control of Nonlinear Nonstrict Feedback Systems With Full-State Constraints: A Novel Nonlinear Mapping Method
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 9
作者:
Zhang, Jiaming
;
Niu, Ben
;
Wang, Ding
;
Wang, Huanqing
;
Duan, Peiyong
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2022/01/27
Nonlinear systems
Artificial neural networks
Design methodology
Adaptive control
Time-varying systems
Fuzzy logic
Backstepping
Asymptotic tracking control
neural networks (NN)
nonlinear mapping (NM)
nonstrict feedback structure
time-varying full-state constraints
uncertain nonlinear system
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:4/0
  |  
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
Research on the intelligent control method of wind turbine grid connection without load
会议论文
Xian, China, August 7, 2020 - August 9, 2020
作者:
Ren, Jing
;
Wang, Shudong
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  |  
浏览/下载:4/0
  |  
提交时间:2020/11/15
Clustering algorithms
Electric power transmission networks
Fuzzy control
Fuzzy neural networks
Wind turbines
Control of wind turbines
Control strategies
Conventional control
Fitting accuracy
Fitting precision
Fuzzy control rules
Grid connection without loads
Nearest neighbour
Research on equipment fault prediction expert system based on big data dimension reduction
会议论文
Jinan, Virtual, China, June 19, 2020 - June 21, 2020
作者:
Zhu, Ningning
;
Song, Bin
;
Lu, Yan
;
Li, Yingtang
;
Zhu, Zhongzheng
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2020/12/18
Backpropagation
Big data
Crude oil
Dimensionality reduction
Expert systems
Fluid catalytic cracking
Forecasting
Fuzzy inference
Fuzzy logic
Fuzzy neural networks
Heavy oil production
Nonlinear control systems
Pattern recognition systemsData dimension reduction
Dimension reduction
Error back propagation
Heavy oil catalytic cracking
Inspection and maintenance
Petrochemical enterprise
Physical information
Prediction accuracy
A Fuzzy Deep Model Based on Fuzzy Restricted Boltzmann Machines for High-Dimensional Data Classification
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 7, 页码: 1344-1355
作者:
Feng, Shuang
;
Chen, C. L. Philip
;
Zhang, Chun-Yang
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  |  
浏览/下载:23/0
  |  
提交时间:2020/08/03
Data models
Training
Training data
Fuzzy neural networks
Databases
Neural networks
Classification
fuzzy deep model
fuzzy restricted Boltzmann machine (FRBM)
hybrid learning
ANFIS BASED intelligent energy management and optimization of CHPB system with multiobjective function
会议论文
Dalian, China, April 14, 2020 - April 16, 2020
作者:
Zhen, Xiaofei
;
Yang, Miao
;
Zhang, Xiaoyan
;
Li, Shuaibing
;
Li, Mingche
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2020/11/15
Battery management systems
Charging (batteries)
Environmental impact
Fuzzy inference
Fuzzy neural networks
Fuzzy systems
Heating
Image processing
Scheduling
Secondary batteries
Wind
Adaptive neuro-fuzzy inference system
Back-up batteries
Instantaneous value
Intelligent energy management
Intelligent Switch
Multi-objective functions
Renewable energies
State of charge
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:12/0
  |  
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
Identification of piecewise linear dynamical systems using physically-interpretable neural-fuzzy networks: Methods and applications to origami structures
期刊论文
NEURAL NETWORKS, 2019, 卷号: 116
作者:
Liu, Zuolin
;
Fang, Hongbin
;
Xu, Jian
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2019/12/05
Self-locking origami structure
Origami dynamics
Piecewise linear stiffness
Fuzzy neural networks
Parameter identification
Model determination
A gradient aggregate asymptotical smoothing algorithm for training max-min fuzzy neural networks
期刊论文
NEUROCOMPUTING, 2019, 卷号: 359, 页码: 41-57
作者:
Lu, Yunlong
;
Li, Wenyu
;
Yu, Bo
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Aggregate smoothing
Asymptotical approximation
Max-min fuzzy neural networks
Global convergence
Fuzzy relational equation
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