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Stage-Aware Hierarchical Attentive Relational Network for Diagnosis Prediction 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 卷号: 36, 期号: 4, 页码: 1773-1784
作者:  Liping Wang;  Qiang Liu;  Mengqi Zhang;  Yaxuan Hu;  Shu Wu;  Liang Wang
Adobe PDF(2088Kb)  |  收藏  |  浏览/下载：36/14  |  提交时间：2024/06/21
Medical diagnostic imaging  Knowledge graphs  Ontologies  Codes  Data models  Predictive models  Graph neural networks  Diagnosis prediction  electronic health record  knowledge graph  relational graph neural network  
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
作者:  Deng, Huiyuan;  Meng, Xiangzhu;  Wang, Huibing;  Feng, Lin
收藏  |  浏览/下载：138/0  |  提交时间：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
作者:  Zhang, Chang;  Meng, Xiangzhu;  Liu, Qiang;  Wu, Shu;  Wang, Liang;  Ning, Huansheng
Adobe PDF(3483Kb)  |  收藏  |  浏览/下载：145/2  |  提交时间：2023/11/16
Functional magnetic resonance image  Brain network  Federated learning  Deep neural networks  Brain disease diagnosis  
Personalized graph neural networks with attention mechanism for session-aware recommendation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2020, 卷号: 34, 期号: 8, 页码: 3946-3957
作者:  Mengqi Zhang;  Shu Wu;  Meng Gao;  Xin Jiang;  Ke Xu;  Liang Wang
Adobe PDF(1277Kb)  |  收藏  |  浏览/下载：160/53  |  提交时间：2023/07/03
Dynamic Graph Neural Networks for Sequential Recommendation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 35, 期号: 5, 页码: 4741-4753
作者:  Mengqi Zhang;  Shu Wu;  Xueli Yu;  Qiang Liu;  Liang Wang
Adobe PDF(1269Kb)  |  收藏  |  浏览/下载：180/58  |  提交时间：2023/07/03
Hierarchical multi-view metric learning with HSIC regularization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 510, 页码: 135-148
作者:  Deng, Huiyuan;  Meng, Xiangzhu;  Wang, Huibing;  Feng, Lin
收藏  |  浏览/下载：206/0  |  提交时间：2022/11/14
Metric learning  Multi -view learning  Face verification  Kinship verification  Person re -identification  
Deep Graph Metric Learning for Weakly Supervised Person Re-Identification 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6074-6093
作者:  Meng, Jingke;  Zheng, Wei-Shi;  Lai, Jian-Huang;  Wang, Liang
收藏  |  浏览/下载：213/0  |  提交时间：2022/11/14
Training  Cameras  Labeling  Probes  Visualization  Annotations  Loss measurement  Person re-identification  weakly supervised person re-identification  visual surveillance  
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
作者:  Zhang, Chengfeng;  Fu, Wenjun;  Wang, Guanglong;  Shi, Lei;  Meng, Xiangzhu
收藏  |  浏览/下载：142/0  |  提交时间：2022/11/14
multiview clustering  nonnegative matrix factorization  graph mechanism  
Fiber-Optic Auditory Nerve of Ground in the Suburb: For Traffic Flow Monitoring 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 166704-166710
作者:  Liang, Sheng;  Zhao, Xiaoting;  Liu, Ruijun;  Zhang, Xiaodong;  Wang, Liang;  Zhang, Xinghua;  Lv, Yisheng;  Meng, Fanchao
收藏  |  浏览/下载：297/0  |  提交时间：2020/03/30
Fiber-optic distributed vibration sensor (DVS)  fiber-optic nerve of ground  phi-OTDR  smart ground  Internet of Things (IoT)  smart traffic  traffic flow