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IFKMHC: Implicit Fuzzy K-Means Model for High-Dimensional Data Clustering Journal article
Shi, Zhaoyin, Chen, Long, Ding, Weiping, Zhong, Xiaopin, Wu, Zongze, Chen, Guang Yong, Zhang, Chuanbin, Wang, Yingxu, Chen, C. L.P.. IFKMHC: Implicit Fuzzy K-Means Model for High-Dimensional Data Clustering[J]. IEEE TRANSACTIONS ON CYBERNETICS, 2024, 54(12), 7055-7968.
Authors:  Shi, Zhaoyin;  Chen, Long;  Ding, Weiping;  Zhong, Xiaopin;  Wu, Zongze; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:9.4/10.3 | Submit date：2024/07/04
Fuzzy Clustering  Graph Clustering  High-dimensional Data  Implicit Model  
Tensor Learning Meets Dynamic Anchor Learning: From Complete to Incomplete Multiview Clustering Journal article
Chen,Yongyong, Zhao,Xiaojia, Zhang,Zheng, Liu,Youfa, Su,Jingyong, Zhou,Yicong. Tensor Learning Meets Dynamic Anchor Learning: From Complete to Incomplete Multiview Clustering[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15332-15345.
Authors:  Chen,Yongyong;  Zhao,Xiaojia;  Zhang,Zheng;  Liu,Youfa;  Su,Jingyong; et al.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:10.2/10.4 | Submit date：2023/08/03
Bipartite Graph  Bipartite Graph Learning (Bgl)  Correlation  Excavation  Incomplete Multiview Clustering (Imvc)  Kernel  Low-rank Tensor Learning  Multiview Clustering (Mvc)  Optimization  Task Analysis  Tensors  
Selective multiple kernel fuzzy clustering with locality preserved ensemble Journal article
Zhang, Chuanbin, Chen, Long, Yu, Yu Feng, Zhao, Yin Ping, Shi, Zhaoyin, Wang, Yingxu, Bai, Weihua. Selective multiple kernel fuzzy clustering with locality preserved ensemble[J]. Knowledge-Based Systems, 2024, 301, 112327.
Authors:  Zhang, Chuanbin;  Chen, Long;  Yu, Yu Feng;  Zhao, Yin Ping;  Shi, Zhaoyin; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.2/7.4 | Submit date：2024/09/03
Clustering Ensemble  Feature Fusion  Graph  Multi-objective Optimization  Multiple Kernel Fuzzy Clustering  
Camera-aware Differentiated Clustering with Focal Contrastive Learning for Unsupervised Vehicle Re-Identification Journal article
Qiu, Mingkai, Lu, Yuhuan, Li, Xiying, Lu, Qiang. Camera-aware Differentiated Clustering with Focal Contrastive Learning for Unsupervised Vehicle Re-Identification[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(10), 10121-10134.
Authors:  Qiu, Mingkai;  Lu, Yuhuan;  Li, Xiying;  Lu, Qiang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.3/7.1 | Submit date：2024/06/05
Vehicle Re-identification  Unsupervised Learning  Differentiated Clustering  Focal Contrastive Learning  
Structured Anchor Learning for Large-Scale Hyperspectral Image Projected Clustering Journal article
Jiang, Guozhu, Zhang, Yongshan, Wang, Xinxin, Jiang, Xinwei, Zhang, Lefei. Structured Anchor Learning for Large-Scale Hyperspectral Image Projected Clustering[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024.
Authors:  Jiang, Guozhu;  Zhang, Yongshan;  Wang, Xinxin;  Jiang, Xinwei;  Zhang, Lefei
Favorite | TC[Scopus]:1  IF:8.3/7.1 | Submit date：2024/12/05
Hyperspectral Image (Hsi)  Projected Clustering  Anchor Graph  Superpixel Segmentation  
Self-supervised Gaussian Restricted Boltzmann Machine via joint contrastive representation and contrastive divergence Journal article
Wang, Xinlei, Chu, Jielei, Yu, Hua, Gong, Zhiguo, Li, Tianrui. Self-supervised Gaussian Restricted Boltzmann Machine via joint contrastive representation and contrastive divergence[J]. Knowledge-Based Systems, 2024, 299, 112121.
Authors:  Wang, Xinlei;  Chu, Jielei;  Yu, Hua;  Gong, Zhiguo;  Li, Tianrui
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:7.2/7.4 | Submit date：2024/07/04
Contrastive Representation Learning  Representation Probability Distribution  Contrastive Divergence  Clustering  
A Hierarchical RF-XGBoost Model for Short-Cycle Agricultural Product Sales Forecasting Journal article
Li, Jiawen, Lin, Binfan, Wang, Peixian, Chen, Yanmei, Zeng, Xianxian, Liu, Xin, Chen, Rongjun. A Hierarchical RF-XGBoost Model for Short-Cycle Agricultural Product Sales Forecasting[J]. Foods, 2024, 13(18), 2936.
Authors:  Li, Jiawen;  Lin, Binfan;  Wang, Peixian;  Chen, Yanmei;  Zeng, Xianxian; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.7/5.1 | Submit date：2024/10/10
Agricultural Product  Food Waste Reduction  Hierarchical Clustering  Rf-xgboost  Sales Forecasting  
Bipartite Graph-based Projected Clustering with Local Region Guidance for Hyperspectral Imagery Journal article
Zhang, Yongshan, Jiang, Guozhu, Cai, Zhihua, Zhou, Yicong. Bipartite Graph-based Projected Clustering with Local Region Guidance for Hyperspectral Imagery[J]. IEEE Transactions on Multimedia, 2024, 26, 9551-9563.
Authors:  Zhang, Yongshan;  Jiang, Guozhu;  Cai, Zhihua;  Zhou, Yicong
Favorite | TC[WOS]:8 TC[Scopus]:13  IF:8.4/8.0 | Submit date：2024/05/16
Hyperspectral Imagery  Bipartite Graph  Projected Clustering  Superpixel Segmentation  
Robust deep fuzzy K-means clustering for image data Journal article
Wu, Xiaoling, Yu, Yu Feng, Chen, Long, Ding, Weiping, Wang, Yingxu. Robust deep fuzzy K-means clustering for image data[J]. Pattern Recognition, 2024, 153, 110504.
Authors:  Wu, Xiaoling;  Yu, Yu Feng;  Chen, Long;  Ding, Weiping;  Wang, Yingxu
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/05/16
Deep Convolutional Autoencoder  Laplacian Regularization  Locality Preserving  Unsupervised Image Clustering  
DETECTION AND ESTIMATION OF STRUCTURAL BREAKS IN HIGH-DIMENSIONAL FUNCTIONAL TIME SERIES Journal article
Li, Degui, Li, Runze, Shang, Han Lin. DETECTION AND ESTIMATION OF STRUCTURAL BREAKS IN HIGH-DIMENSIONAL FUNCTIONAL TIME SERIES[J]. Annals of Statistics, 2024, 52(4), 1716-1740.
Authors:  Li, Degui;  Li, Runze;  Shang, Han Lin
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:3.2/4.8 | Submit date：2024/11/05
Clustering  Cusum  Functional Time Series  Power Enhancement  Structural Breaks