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Improving fraud detection via hierarchical attention-based Graph Neural Network 期刊论文
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2023, 卷号: 72, 页码: 10
Authors:  Liu, Yajing;  Sun, Zhengya;  Zhang, Wensheng
Favorite  |  View/Download:17/0  |  Submit date:2023/02/22
Graph Neural Networks  Fraud detection  Attention mechanism  
STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
Authors:  Zebing Wei;  Hongxia Zhao;  Zhishuai Li;  Xiaojie Bu;  Yuanyuan Chen;  Xiqiao Zhang;  Yisheng Lv;  Fei-Yue Wang
Adobe PDF(7068Kb)  |  Favorite  |  View/Download:44/7  |  Submit date:2023/01/03
Deep learning  graph neural network (GNN)  multi-stream  spatial-temporal feature extraction  temporal graph  traffic prediction  
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876
Authors:  Ahmad Chaddad;  Qizong Lu;  Jiali Li;  Yousef Katib;  Reem Kateb;  Camel Tanougast;  Ahmed Bouridane;  Ahmed Abdulkadir
Adobe PDF(6028Kb)  |  Favorite  |  View/Download:1/0  |  Submit date:2023/03/22
Domain adaptation  explainable artificial intelligence  federated learning  
Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
Authors:  Qinghai Miao;  Yisheng Lv;  Min Huang;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(11937Kb)  |  Favorite  |  View/Download:6/1  |  Submit date:2023/03/02
Machine learning  parallel learning  parallel systems  sim-to-real  syn-to-real  virtual-to-real  
Integrating Relational Knowledge With Text Sequences for Script Event Prediction 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2023, 页码: early access
Authors:  Zikang Wang;  Linjing Li;  Daniel Zeng
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Multi-target association algorithm of AIS-radar tracks using graph matching-based deep neural network 期刊论文
OCEAN ENGINEERING, 2022, 卷号: 266, 页码: 13
Authors:  Yang, Yipu;  Yang, Fan;  Sun, Liguo;  Xiang, Ti;  Lv, Pin
Favorite  |  View/Download:31/0  |  Submit date:2022/11/21
Automatic identification system (AIS)  Radar track association  Graph matching  Graph neural network  Optimal transport  
Table Structure Recognition and Form Parsing by End-to-End Object Detection and Relation Parsing 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 132, 页码: 14
Authors:  Li, Xiao-Hui;  Yin, Fei;  Dai, He-Sen;  Liu, Cheng-Lin
Favorite  |  View/Download:51/0  |  Submit date:2022/11/14
Table detection  Table structure recognition  Template -free form parsing  Graph neural network  End -to -end training  
面向脑卒中患者的手部运动功能智能化定量评价研究 学位论文
, 2022
Authors:  李晨光
Adobe PDF(18761Kb)  |  Favorite  |  View/Download:81/2  |  Submit date:2022/12/23
手部运动功能定量评价,运动学分析,数据增广,高斯混合模型,图卷 积网络  
基于图模型的非受控环境生物特征识别方法研究 学位论文
, 2022
Authors:  任民
Adobe PDF(23737Kb)  |  Favorite  |  View/Download:81/2  |  Submit date:2022/12/13
生物特征识别,图模型,非受控环境,特征表达,对抗鲁棒性  
嵌入结构先验的机器人技能学习算法研究 学位论文
, 2022
Authors:  张丰一
Adobe PDF(16472Kb)  |  Favorite  |  View/Download:33/1  |  Submit date:2023/01/12
技能学习  结构先验知识  机器人  状态表示学习  强化学习