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A Unified Framework Based on Graph Consensus Term for Multiview Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 卷号: 35, 期号: 3, 页码: 3964 - 3977
Authors:  Xiangzhu Meng;  Lin Feng;  Chonghui Guo;  Huibing Wang;  Shu Wu
Adobe PDF(4280Kb)  |  Favorite  |  View/Download:16/7  |  Submit date:2024/06/21
UNIT: A unified metric learning framework based on maximum entropy regularization 期刊论文
APPLIED INTELLIGENCE, 2023, 页码: 21
Authors:  Deng, Huiyuan;  Meng, Xiangzhu;  Deng, Fengxia;  Feng, Lin
Favorite  |  View/Download:113/0  |  Submit date:2023/11/17
Metric learning  Kernel learning  Nearest-neighbors classification  Semi-supervised learning  Maximum entropy principle  
OPM2L: An optimal instance partition-based multi-metric learning method for heterogeneous dataset classification 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 648, 页码: 18
Authors:  Deng, Huiyuan;  Meng, Xiangzhu;  Wang, Huibing;  Feng, Lin
Favorite  |  View/Download:135/0  |  Submit date:2023/11/16
Multi-metric learning  Alternating direction method  Nearest-neighbor classification  Riemannian manifold  
FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis 期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
Authors:  Zhang, Chang;  Meng, Xiangzhu;  Liu, Qiang;  Wu, Shu;  Wang, Liang;  Ning, Huansheng
Adobe PDF(3483Kb)  |  Favorite  |  View/Download:144/2  |  Submit date:2023/11/16
Functional magnetic resonance image  Brain network  Federated learning  Deep neural networks  Brain disease diagnosis  
Hierarchical multi-view metric learning with HSIC regularization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 510, 页码: 135-148
Authors:  Deng, Huiyuan;  Meng, Xiangzhu;  Wang, Huibing;  Feng, Lin
Favorite  |  View/Download:204/0  |  Submit date:2022/11/14
Metric learning  Multi -view learning  Face verification  Kinship verification  Person re -identification  
Multiview clustering via nonnegative matrix factorization based on graph agreement 期刊论文
JOURNAL OF ELECTRONIC IMAGING, 2022, 卷号: 31, 期号: 4, 页码: 18
Authors:  Zhang, Chengfeng;  Fu, Wenjun;  Wang, Guanglong;  Shi, Lei;  Meng, Xiangzhu
Favorite  |  View/Download:141/0  |  Submit date:2022/11/14
multiview clustering  nonnegative matrix factorization  graph mechanism