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Bilevel fuzzy clustering via adaptive similarity graphs fusion Journal article
Zhao, Yin Ping, Dai, Xiangfeng, Chen, Yongyong, Zhang, Chuanbin, Chen, Long, Zhao, Yue. Bilevel fuzzy clustering via adaptive similarity graphs fusion[J]. Information Sciences, 2024, 662, 120281.
Authors:  Zhao, Yin Ping;  Dai, Xiangfeng;  Chen, Yongyong;  Zhang, Chuanbin;  Chen, Long; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:0/0 | Submit date：2024/04/02
Fuzzy Clustering  Graph  Similarity Matrix  Spectral Clustering  
LiteWSEC: A Lightweight Framework for Web-Scale Spectral Ensemble Clustering Journal article
Yang,Geping, Deng,Sucheng, Chen,Can, Yang,Yiyang, Gong,Zhiguo, Chen,Xiang, Hao,Zhifeng. LiteWSEC: A Lightweight Framework for Web-Scale Spectral Ensemble Clustering[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(10), 10035 – 10047.
Authors:  Yang,Geping;  Deng,Sucheng;  Chen,Can;  Yang,Yiyang;  Gong,Zhiguo; et al.
Favorite | TC[WOS]:6 TC[Scopus]:4  IF:8.9/8.8 | Submit date：2023/08/03
Spectral Clustering  Data Quantization  Scalability  Ensemble Clustering  
Self-taught Multi-view Spectral Clustering Journal article
Guo Zhong, Chi-Man Pun. Self-taught Multi-view Spectral Clustering[J]. Pattern Recognition, 2023, 138, 109349.
Authors:  Guo Zhong;  Chi-Man Pun
Favorite | TC[WOS]:21 TC[Scopus]:24  IF:7.5/7.6 | Submit date：2023/02/28
Graph Clustering  Multi-view Clustering  Spectral Clustering  Spectral Rotation  
Simultaneous Laplacian embedding and subspace clustering for incomplete multi-view data Journal article
Guo Zhong, Chi-Man Pun. Simultaneous Laplacian embedding and subspace clustering for incomplete multi-view data[J]. KNOWLEDGE-BASED SYSTEMS, 2023, 262, 110244.
Authors:  Guo Zhong;  Chi-Man Pun
Favorite | TC[WOS]:8 TC[Scopus]:9  IF:7.2/7.4 | Submit date：2023/02/22
Clustering  Incomplete Multi-view Data  Laplacian Embedding  Spectral Rotation  
Parameter-Free Robust Ensemble Framework of Fuzzy Clustering Journal article
Shi,Zhaoyin, Chen,Long, Ding,Weiping, Zhang,Chuanbin, Wang,Yingxu. Parameter-Free Robust Ensemble Framework of Fuzzy Clustering[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(12), 4205-4219.
Authors:  Shi,Zhaoyin;  Chen,Long;  Ding,Weiping;  Zhang,Chuanbin;  Wang,Yingxu
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:10.7/9.7 | Submit date：2023/08/03
Clustering Algorithms  Clustering Ensemble  Computational Efficiency  Costs  Fluctuations  Fuzzy Clustering  Latent Information  Matrix Decomposition  Optimization  Parameter-free Model  Spectral Feature  Tensors  
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering Journal article
Yang, Geping, Deng, Sucheng, Chen, Xiang, Chen, Can, Yang, Yiyang, Gong, Zhiguo, Hao, Zhifeng. RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering[J]. PATTERN RECOGNITION, 2022, 137, 109275.
Authors:  Yang, Geping;  Deng, Sucheng;  Chen, Xiang;  Chen, Can;  Yang, Yiyang; et al.
Favorite | TC[WOS]:6 TC[Scopus]:10  IF:7.5/7.6 | Submit date：2023/02/28
Large-scale  Machine Learning  Spectral Clustering  Unsupervised Learning  
LiteWSC: A Lightweight Framework for Web-Scale Spectral Clustering Conference paper
Geping Yang, Sucheng Deng, Yiyang Yang, Zhiguo Gong, Xiang Chen, Zhifeng Hao. LiteWSC: A Lightweight Framework for Web-Scale Spectral Clustering[C], 2022, 556-573.
Authors:  Geping Yang;  Sucheng Deng;  Yiyang Yang;  Zhiguo Gong;  Xiang Chen; et al.
Favorite | TC[WOS]:4 TC[Scopus]:3 | Submit date：2022/08/05
Spectral Clustering  Data Quantization  Machine Learning  Scalability  
Osprey: a heterogeneous search framework for spatial-temporal similarity Journal article
Dai, Hao, Wang, Yang, Xu, Chengzhong. Osprey: a heterogeneous search framework for spatial-temporal similarity[J]. Computing, 2022, 104(9), 1949-1975.
Authors:  Dai, Hao;  Wang, Yang;  Xu, Chengzhong
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.3/2.8 | Submit date：2022/05/17
Heterogeneous Similarity Search  Query Processing  Spatial-temporal Trajectory  Spectral Clustering  
Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering Journal article
Chen, Yongyong, Xiao, Xiaolin, Hua, Zhongyun, Zhou, Yicong. Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(9), 4712-4726.
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Hua, Zhongyun;  Zhou, Yicong
Favorite | TC[WOS]:49 TC[Scopus]:45  IF:10.2/10.4 | Submit date：2022/05/13
Adaptive Learning  Low-rank Representation (Lrr)  Markov Chain  Multiview Clustering  Spectral Clustering  
Generalized Nonconvex Low-Rank Tensor Approximation for Multi-View Subspace Clustering Journal article
Chen, Yongyong, Wang, Shuqin, Peng, Chong, Hua, Zhongyun, Zhou, Yicong. Generalized Nonconvex Low-Rank Tensor Approximation for Multi-View Subspace Clustering[J]. IEEE Transactions on Image Processing, 2021, 30, 4022-4035.
Authors:  Chen, Yongyong;  Wang, Shuqin;  Peng, Chong;  Hua, Zhongyun;  Zhou, Yicong
Favorite | TC[WOS]:121 TC[Scopus]:125  IF:10.8/12.1 | Submit date：2022/05/13
Multi-view Clustering  Nonconvex Low-rank Tensor Approximation  Spectral Clustering  Subspace Clustering