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Local Learning-based Multi-task Clustering Journal article
Knowledge-Based Systems, 2022,Volume: 255
Authors:  Zhong, Guo;  Pun, Chi Man
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/11/18
Adaptive Local Learning  Multi-task Clustering  Projection  Unsupervised Feature Selection  
Simultaneous Robust Matching Pursuit for Multi-view Learning Journal article
Pattern Recognition, 2022,Volume: 134,Issue: 4,Page: 109100
Authors:  Yulong Wang;  Kit Ian Kou
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/11/13
Quaternion-based dynamic mode decomposition for background modeling in color videos Journal article
Computer Vision and Image Understanding, 2022
Authors:  Juan Han;  Kit Ian Kou;  Jifei Miao
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Quaternion  Dynamic Mode Composition  Background Modeling  Color Videos  
SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising Journal article
IEEE Transactions on Image Processing, 2022,Page: 5469-5483
Authors:  Fengchao Xiong;  Jun Zhou;  Shuyin Tao;  Jianfeng Lu;  Jiantao Zhou;  Yuntao Qian
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/20
Hyperspectral Image Denoising  Model-based Neural Network  Low-rank Representation  Multidimensional Sparse Representation  
Clustering Ensemble Based on Hybrid Multiview Clustering Journal article
IEEE Transactions on Cybernetics, 2022,Volume: 52,Issue: 7,Page: 6518-6530
Authors:  Yu, Zhiwen;  Wang, Daxing;  Meng, Xian Bing;  Philip Chen, C. L.
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2022/08/02
Cluster ensemble  ensemble learning  multiview clustering  random subspace transformation  
Learning ordinal constraint binary codes for fast similarity search Journal article
Information Processing and Management, 2022,Volume: 59,Issue: 3
Authors:  Zhang, Zheng;  Pun, Chi Man
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Compact Code Learning  Hashing-based Image Retrieval  Ordinal Graph Learning  Semantic-preserving Hashing  Similarity Comparison  
Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
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Adaptation Models  Adaptively Adjusted Parameter  Alternating Minimization  Dictionaries  Image Denoising  Image Reconstruction  Image Restoration  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Minimization  Nonlocal Self-similarity (Nss).  Task Analysis  
Transfer Collaborative Fuzzy Clustering in Distributed Peer-to-Peer Networks Journal article
IEEE Transactions on Fuzzy Systems, 2022,Volume: 30,Issue: 2,Page: 500-514
Authors:  Dang, Bozhan;  Wang, Yingxu;  Zhou, Jin;  Wang, Rongrong;  Chen, Long;  Chen, C. L.Philip;  Zhang, Tong;  Han, Shiyuan;  Wang, Lin;  Chen, Yuehui
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Adjustable Learning Rate  Attribute-weight-entropy Regularization  Collaborative Fuzzy Clustering  Distributed Peer-to-peer Network  Transfer Learning  
Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022,Volume: 23,Issue: 9,Page: 16773-16785
Authors:  Su, Yuchao;  Du, Jie;  Li, Yuanman;  Li, Xia;  Liang, Rongqin;  Hua, Zhongyun;  Zhou, Jiantao
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Asymmetric Interactions.  Cooperative Intelligent Transportation Systems  Directed Graph Convolutional Neural Network  Directed Graphs  Feature Extraction  Forecasting  Generative Adversarial Networks  Predictive Models  Topology  Trajectory  Trajectory Prediction  
Class Shared Dictionary Learning for Few-Shot Remote Sensing Scene Classification Journal article
IEEE Geoscience and Remote Sensing Letters, 2022,Volume: 19
Authors:  Xing, Lei;  Zhao, Lifei;  Cao, Weijia;  Ge, Xinmin;  Liu, Weifeng;  Liu, Baodi
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/08/05
Data Mining  Dictionaries  Dictionary Learning  Feature Extraction  Few-shot Learning  Image Analysis  Remote Sensing  Remote Sensing Scene Classification  Task Analysis  Training