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CASIA OpenIR

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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：165/0  |  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：156/0  |  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;  Wang, Fei-Yue
收藏  |  浏览/下载：153/0  |  提交时间：2021/11/03
TSK fuzzy system  Mini-batch gradient descent  DropRule  Powerball AdaBelief  Fuzzy c-means clustering  
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;  Li, Nan
收藏  |  浏览/下载：170/0  |  提交时间：2019/07/12
Cooperative spectrum sensing  Information geometry  Decomposition and recombination  Fuzzy c-means clustering algorithm  
Brain vascular image Segmentation Based on Fuzzy Local Information C-Means Clustering 会议论文
, San Francisco, California United States, 28 January - 2 February 2017
作者:  Hu, Chaoen;  Liu, Xia;  Liang,Xiao;  Hui, Hui;  Yang, Xin;  Tian, Jie
浏览  |  Adobe PDF(474Kb)  |  收藏  |  浏览/下载：279/103  |  提交时间：2018/01/02
Brain Vascular Image Enhancement  Feedforward Neural Network  Fuzzy Local Information C-means Clustering  
Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance measure 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2004, 卷号: 34, 期号: 4, 页码: 1907-1916
作者:  Chen, SC;  Zhang, DQ
收藏  |  浏览/下载：238/0  |  提交时间：2015/11/08
Fuzzy C-means Clustering (Fcm)  Image Segmentation  Kernel-induced Distance Measures  Kernel Methods  Robustness  Spatial Constraints  
前馈神经网络的模型选择及其混合模型的研究 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2007
作者:  邢红杰
Adobe PDF(2096Kb)  |  收藏  |  浏览/下载：141/0  |  提交时间：2015/09/02
前馈神经网络  模型选择  自适应模糊c均值聚类  混合专家模型  Feedforward Neural Network  Model Selection  Adaptive Fuzzy C-means Clustering  Mixture Of Experts