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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：173/0  |  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：163/0  |  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：163/0  |  提交时间：2021/11/03
TSK fuzzy system  Mini-batch gradient descent  DropRule  Powerball AdaBelief  Fuzzy c-means clustering  
Residual-driven Fuzzy C-Means Clustering for Image Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 876-889
作者:  Cong Wang;  Witold Pedrycz;  ZhiWu Li;  MengChu Zhou
Adobe PDF(7675Kb)  |  收藏  |  浏览/下载：141/26  |  提交时间：2021/04/09
Fuzzy C-Means  image segmentation  mixed or unknown noise  residual-driven  weighted regularization  
Hierarchical Fused Model With Deep Learning and Type-2 Fuzzy Learning for Breast Cancer Diagnosis 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 12, 页码: 3204-3218
作者:  Shen, Tianyu;  Wang, Jiangong;  Gou, Chao;  Wang, Fei-Yue
Adobe PDF(3530Kb)  |  收藏  |  浏览/下载：269/60  |  提交时间：2021/03/02
Image segmentation  Biomedical imaging  Fuzzy sets  Breast cancer  Breast cancer  deep learning (DL)  fuzzy classifier (FC)  interval type-2 possibilistic fuzzy c-means (IT2PFCM)  
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：176/0  |  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：282/104  |  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：239/0  |  提交时间：2015/11/08
Fuzzy C-means Clustering (Fcm)  Image Segmentation  Kernel-induced Distance Measures  Kernel Methods  Robustness  Spatial Constraints  
Gain field correction fast fuzzy c-means algorithm for segmenting magnetic resonance images 期刊论文
PRICAI 2006: TRENDS IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2006, 卷号: 4099, 期号: 2006, 页码: 1242-1247
作者:  Song, Jingjing;  Zhao, Qingjie;  Wang, Yuanquan;  Tian, Jie;  Yang, Q;  Webb, G
Adobe PDF(208Kb)  |  收藏  |  浏览/下载：203/32  |  提交时间：2015/11/07
Gain Field Correction  Segmenting Magnetic Resonance Images  C-means  
A Segmentation Algorithm for Quantitative Analysis of Heterogeneous Tumors of the Cervix With F-18-FDG PET/CT 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2015, 卷号: 62, 期号: 10, 页码: 2465-2479
作者:  Mu, Wei;  Chen, Zhe;  Shen, Wei;  Yang, Feng;  Liang, Ying;  Dai, Ruwei;  Wu, Ning;  Tian, Jie
Adobe PDF(1769Kb)  |  收藏  |  浏览/下载：387/120  |  提交时间：2015/11/04
Cervical Tumor Segmentation  Fuzzy-c-means (Fcm)  Improved Level Set Method  Positron-emission Tomography/computed Tomography (Pet/ct) Images