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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：188/0  |  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  
Weakly Supervised Sketch Based Person Search 会议论文
, Taipei, 2021-11-16
作者:  Yan, Lan;  Zheng, Wenbo;  Wang, Fei-Yue;  Gou, Chao
Adobe PDF(1956Kb)  |  收藏  |  浏览/下载：247/54  |  提交时间：2022/06/23
Weakly Supervised Person Search 会议论文
, Sydney, Australia, 2020-10-6
作者:  Yan, Lan;  Zheng, Wenbo;  Wang, Fei-Yue;  Gou, Chao
Adobe PDF(651Kb)  |  收藏  |  浏览/下载：185/66  |  提交时间：2022/06/23
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：188/0  |  提交时间：2021/11/03
TSK fuzzy system  Mini-batch gradient descent  DropRule  Powerball AdaBelief  Fuzzy c-means clustering  
A review of the application of machine learning in molecular imaging 期刊论文
Annals of Translational Medicine, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:  Yin, Lin;  Cao, Zhen;  Wang, Kun;  Tian, Jie;  Yang, Xing;  Zhang, Jianhua
Adobe PDF(4435Kb)  |  收藏  |  浏览/下载：199/40  |  提交时间：2021/06/16
molecular imaging, machine learning, artificial intelligence  
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：313/68  |  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)  
Evolutionary Nonnegative Matrix Factorization Algorithms for Community Detection in Dynamic Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 5, 页码: 1045-1058
作者:  Ma, Xiaoke;  Dong, Di
Adobe PDF(1182Kb)  |  收藏  |  浏览/下载：539/248  |  提交时间：2017/07/18
Dynamic Networks  Community Structure  Nonnegative Matrix Factorization  Evolutionary Clustering  
Segmentation of liver cyst in ultrasound image based on adaptive threshold algorithm and particle swarm optimization 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 卷号: 76, 期号: 6, 页码: 8951-8968
作者:  Zhu, Haijiang;  Zhuang, Zhanhong;  Zhou, Jinglin;  Zhang, Fan;  Wang, Xuejing;  Wu, Yihong
Adobe PDF(4742Kb)  |  收藏  |  浏览/下载：407/116  |  提交时间：2017/07/18
Ultrasound Image  Wellner's Thresholding Algorithm  Particle Swarm Optimization  Segmentation Of Liver Cyst  
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：258/0  |  提交时间：2015/11/08
Fuzzy C-means Clustering (Fcm)  Image Segmentation  Kernel-induced Distance Measures  Kernel Methods  Robustness  Spatial Constraints  
Multicontext fuzzy clustering for separation of brain tissues in magnetic resonance images 期刊论文
NEUROIMAGE, 2003, 卷号: 18, 期号: 3, 页码: 685-696
作者:  Zhu, CZ;  Jiang, TZ
收藏  |  浏览/下载：142/0  |  提交时间：2015/11/08
Fuzzy Clustering  Cluster Analysis  Information Fusion  Image Segmentation  Magnetic Resonance Imaging  Intensity Inhomogeneities