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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
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:38/0
  |  
提交时间:2021/11/03
TSK fuzzy system
Mini-batch gradient descent
DropRule
Powerball AdaBelief
Fuzzy c-means clustering
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:18/0
  |  
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
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
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  |  
浏览/下载:38/0
  |  
提交时间:2019/11/19
Force
Fuzzy C means clustering
Grasping
Linear dynamic system
Robot sensing system
Fuzzy c-means clustering based segmentation and the filtering method for discontinuous ESPI fringe patterns
期刊论文
APPLIED OPTICS, 2019, 卷号: 58, 页码: 1442-1450
作者:
Xu, Wenjun
;
Tang, Chen
;
Xu, Min
;
Lei, Zhenkun
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  |  
浏览/下载:17/0
  |  
提交时间:2019/12/02
Fuzzy systems, FCM clustering
Filtering method
Fringe orientations
Fuzzy C means clustering
Processing technique
Segmentation methods
Shape-preserving
Speed function, Interferometry
A Two-Phase Fuzzy Clustering Algorithm Based on Neurodynamic Optimization With Its Application for PolSAR Image Segmentation
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 卷号: 26, 页码: 72-83
作者:
Fan, Jianchao
;
Wang, Jun
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/02
Fuzzy C-means (FCM) clustering
linear-assignment initialization
multiple kernels
polarimetric synthetic aperture radar (PolSAR) image segmentation
winner-takes-all (WTA) neural network
Symmetry Information Based Fuzzy Clustering for Infrared Pedestrian Segmentation
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 卷号: 26, 页码: 1946-1959
作者:
Bai, X.
;
Wang, Y.
;
Liu, H.
;
Guo, S.
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
Fuzzy C-means (FCM)
infrared images
pedestrian segmentation
symmetry
Cell segmentation based on spatial information improved intuitionistic fcm combined with FOPSO
会议论文
Proceedings - International Conference on Image Processing, ICIP
作者:
Sun, C.
;
Bai, X.
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/30
Cells
Clustering algorithms
Cytology
Fuzzy clustering
Fuzzy sets
Fuzzy systems
Image enhancement
Particle swarm optimization (PSO)
Cell image segmentation
Cell segmentation
Clustering results
Fractional order
Fuzzy C means clustering
Intuitionistic Fuzzy C-Means
Object functions
Spatial informations
Image segmentation
Improved FCM algorithm based on initial center optimization method
期刊论文
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 卷号: 32, 页码: 3487-3494
作者:
Shi, Yanli
;
Nana, Jizhu
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/02
Fuzzy clustering
fuzzy c-means
density-based clustering
grid-based method
Dynamic hand gesture segmentation method based on unequai-probabilities background difference and improved FCM algorithm
期刊论文
International Journal of Innovative Computing, Information and Control, 2015, 卷号: 11, 期号: 5, 页码: 1823-1834
作者:
Zhang, Qiuyu
;
Lu, Junchi
;
Wei, Huiyi
;
Zhang, Moyi
;
Dua, Hongxiang
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/11/14
Clustering algorithms
Color
Copying
Fuzzy clustering
Fuzzy systems
Mathematical morphology
Probability
Background differences
Computer interaction
Fuzzy C-means algorithms
Hand gesture
Morphological processing
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