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Facing Differences of Similarity: Intra- and Inter-Correlation Unsupervised Learning for Chest X-Ray Anomaly Detection Journal article
Xu, Shicheng, Li, Wei, Li, Zuoyong, Zhao, Tiesong, Zhang, Bob. Facing Differences of Similarity: Intra- and Inter-Correlation Unsupervised Learning for Chest X-Ray Anomaly Detection[J]. IEEE Transactions on Medical Imaging, 2024.
Authors:  Xu, Shicheng;  Li, Wei;  Li, Zuoyong;  Zhao, Tiesong;  Zhang, Bob
Favorite | TC[Scopus]:0  IF:8.9/11.3 | Submit date：2024/10/10
Medical Anomaly Detection  Correlation Learning  Feature Fusion  Transfer Learning  Chest X-ray  
Hyperspectral Image Denoising via Spatial–Spectral Recurrent Transformer Journal article
Fu, Guanyiman, Xiong, Fengchao, Lu, Jianfeng, Zhou, Jun, Zhou, Jiantao, Qian, Yuntao. Hyperspectral Image Denoising via Spatial–Spectral Recurrent Transformer[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 62, 5511214.
Authors:  Fu, Guanyiman;  Xiong, Fengchao;  Lu, Jianfeng;  Zhou, Jun;  Zhou, Jiantao; et al.
Favorite | TC[WOS]:8 TC[Scopus]:7  IF:7.5/7.6 | Submit date：2024/05/16
Deep Learning  Global Spectral Correlation (Gsc)  Hyperspectral Image (Hsi) Denoising  Nonlocal Spatial Self-similarity (Nss)  Transformer  
A survey on multi-label feature selection from perspectives of label fusion Journal article
Qian, Wenbin, Huang, Jintao, Xu, Fankang, Shu, Wenhao, Ding, Weiping. A survey on multi-label feature selection from perspectives of label fusion[J]. Information Fusion, 2023, 100, 101948.
Authors:  Qian, Wenbin;  Huang, Jintao;  Xu, Fankang;  Shu, Wenhao;  Ding, Weiping
Favorite | TC[WOS]:17 TC[Scopus]:19  IF:14.7/16.1 | Submit date：2023/09/21
Dimensionality Reduction  Label Correlation  Label Enhancement  Label Fusion  Multi-label Feature Selection  Multi-label Learning  
Joint Label Enhancement and Label Distribution Learning Via Stacked Graph Regularization-Based Polynomial Fuzzy Broad Learning System Journal article
Jintao Huang, Chi Man Vong, Guangtai Wang, Wenbin Qian, Yimin Zhou, C. L.Philip Chen. Joint Label Enhancement and Label Distribution Learning Via Stacked Graph Regularization-Based Polynomial Fuzzy Broad Learning System[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(9), 3290-3304.
Authors:  Jintao Huang;  Chi Man Vong;  Guangtai Wang;  Wenbin Qian;  Yimin Zhou; et al.
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:10.7/9.7 | Submit date：2023/08/03
Broad Learning System  Classification Algorithms  Correlation  Feature Extraction  Graph Regularization  Label Ambiguity  Label Distribution Learning  Label Enhancement  Learning Systems  Task Analysis  Technological Innovation  Training  
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, 2023, 1-14.
Authors:  Chen,Yongyong;  Zhao,Xiaojia;  Zhang,Zheng;  Liu,Youfa;  Su,Jingyong; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  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  
GDN-CMCF: A Gated Disentangled Network With Cross-Modality Consensus Fusion for Multimodal Named Entity Recognition Journal article
Huang, Guoheng, He, Qin, Dai, Zihao, Zhong, Guo, Yuan, Xiaochen, Pun, Chi Man. GDN-CMCF: A Gated Disentangled Network With Cross-Modality Consensus Fusion for Multimodal Named Entity Recognition[J]. IEEE Transactions on Computational Social Systems, 2023, 11(3), 3944-3954.
Authors:  Huang, Guoheng;  He, Qin;  Dai, Zihao;  Zhong, Guo;  Yuan, Xiaochen; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.5/4.6 | Submit date：2024/02/22
Common Space Learning  Correlation  Feature Disentanglement  Feature Extraction  Logic Gates  Multimodal Named Entity Recognition (Mner)  Semantics  Social Networking (Online)  Task Analysis  Visualization  
An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation Journal article
Du,Jie, Zhang,Xiaoci, Liu,Peng, Vong,Chi Man, Wang,Tianfu. An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 1-15.
Authors:  Du,Jie;  Zhang,Xiaoci;  Liu,Peng;  Vong,Chi Man;  Wang,Tianfu
Favorite | TC[WOS]:2 TC[Scopus]:7  IF:10.2/10.4 | Submit date：2023/08/03
Class-imbalance Learning (Cil)  Correlation  Deep Metric Learning (Dml)  Diverse And Discriminant Feature  Face Recognition  Feature Extraction  Learning Systems  Loss Function With Adaptive Weights  Semantic Correlations Between Classes  Semantics  Task Analysis  Ultrasonic Imaging  
Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation Journal article
Lai,Qi, Vong,Chi Man, Zhou,Jianhang, Zhou,Yimin, Chen,C. L.P.. Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 1-12.
Authors:  Lai,Qi;  Vong,Chi Man;  Zhou,Jianhang;  Zhou,Yimin;  Chen,C. L.P.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.2/10.4 | Submit date：2023/08/03
Broad Learning System (Bls)  Correlation  Deep Learning  Diverse Correlations  Electronic Mail  Graph Convolutional Network (Gcn)  Learning Systems  Multiview Multi-instance Multilabel Learning (M3l)  Object Recognition  Task Analysis  Training  Viewwise Intercorrelation  
Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) With Diverse Inter-Correlations and Its Application to Medical Image Classification Journal article
Lai,Qi, Zhou,Jianhang, Gan,Yanfen, Vong,Chi Man, Chen,C. L.Philip. Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) With Diverse Inter-Correlations and Its Application to Medical Image Classification[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 8(1), 828-839.
Authors:  Lai,Qi;  Zhou,Jianhang;  Gan,Yanfen;  Vong,Chi Man;  Chen,C. L.Philip
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:5.3/5.7 | Submit date：2023/08/03
Biomedical Imaging  Computational Intelligence  Correlation  Diseases  Medical Image Classification  Multi-instance Learning  Multi-label Learning  Probabilistic Logic  Simultaneous Learning  Single-stage Framework  Task Analysis  Training  
Intrinsic and Complete Structure Learning Based Incomplete Multiview Clustering Journal article
Zhao, Shuping, Fei, Lunke, Wen, Jie, Wu, Jigang, Zhang, Bob. Intrinsic and Complete Structure Learning Based Incomplete Multiview Clustering[J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 25, 1098 - 1110.
Authors:  Zhao, Shuping;  Fei, Lunke;  Wen, Jie;  Wu, Jigang;  Zhang, Bob
Favorite | TC[WOS]:15 TC[Scopus]:9  IF:8.4/8.0 | Submit date：2022/05/13
Clustering Methods  Complete Structure Reconstruction  Consensus Representation Learning  Correlation  Incomplete Multiview Clustering  Indexes  Intrinsic Structure Learning  Optimization  Representation Learning  Sparse Matrices  Task Analysis