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Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation Journal article
International Journal of Machine Learning and Cybernetics, 2020,Volume: 11,Issue: 12,Page: 2793-2806
Authors:  Xu,Guangmei;  Zhou,Jin;  Dong,Jiwen;  Chen,C. L.Philip;  Zhang,Tong;  Chen,Long;  Han,Shiyuan;  Wang,Lin;  Chen,Yuehui
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/09
Color image segmentation  Fuzzy clustering  Multi-channel guided filter  Multivariate morphological reconstruction  
Integrating guided filter into fuzzy clustering for noisy image segmentation Journal article
DIGITAL SIGNAL PROCESSING, 2018,Volume: 83,Page: 235-248
Authors:  Guo, Li;  Chen, Long;  Chen, C. L. Philip;  Zhou, Jin
Favorite |  | TC[WOS]:19 TC[Scopus]:27 | Submit date:2019/01/17
Fuzzy clustering method  Image segmentation  Guided filter  Information integration  
Clustering based Image Segmentation via Weighted Fusion of Non-local and Local Information Conference paper
2018 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2018
Authors:  Guo,Li;  Chen,Long;  Philip Chen,C. L.;  Li,Tianjun;  Zhou,Jin
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
automatically balance  image segmentation  K-means  non-local information  
Hyper-parameter Analysis of the Improved Deep Embedding Clustering Model Conference paper
2018 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2018
Authors:  Feng,Qiying;  Chen,C. L.Philip;  Zhou,Jin
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Auto-encoder  Deep Learning  high-dimension real-world clustering  student-t distribution  
Uncertain Data Clustering in Distributed Peer-to-Peer Networks Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 6,Page: 2392-2406
Authors:  Zhou, Jin;  Chen, Long;  Chen, C. L. Philip;  Wang, Yingxu;  Li, Han-Xiong
Favorite |  | TC[WOS]:9 TC[Scopus]:15 | Submit date:2018/10/30
Attribute Weight Entropy  Distributed Clustering  Peer-to-peer (P2p) Networks  Uncertain Data  
Spectral Clustering based on JS-divergence for Uncertain Data Conference paper
Authors:  Wang, Yingxu;  Dong, Jiwen;  Zhou, Jin;  Wang, Lin;  Han, Shiyuan;  Zhang, Tong;  Chen, C. L. Philip;  IEEE
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/10/30
uncertain data clustering  JS-divergence  spectral clustering method  
Broad Learning System: Feature extraction based on K-means clustering algorithm Conference paper
Authors:  Liu, Zhulin;  Zhou, Jin;  Chen, C. L. Philip;  IEEE
Favorite |  | TC[WOS]:5 TC[Scopus]:0 | Submit date:2018/10/30
Single layer feedforward neural networks  SVD  random vector functional link networks  broad learning system  incremental learning  deep learning  K-means  feature representation