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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：15/0 | Submit date：2023/02/22
Graph Neural Networks Fraud detection Attention mechanism |
| Multiple Elite Individual Guided Piecewise Search-Based Differential Evolution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 135-158
Authors: Shubham Gupta; Shitu Singh; Rong Su; Shangce Gao; Jagdish Chand Bansal
Adobe PDF(3042Kb) | Favorite | View/Download：20/4 | Submit date：2023/01/03
Control parameters differential Evolution metaheuristic algorithms mutation operator |
| 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：41/7 | Submit date：2023/01/03
Deep learning graph neural network (GNN) multi-stream spatial-temporal feature extraction temporal graph traffic prediction |
| Communication-Aware Formation Control of AUVs With Model Uncertainty and Fading Channel via Integral Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 159-176
Authors: Wenqiang Cao; Jing Yan; Xian Yang; Xiaoyuan Luo; Xinping Guan
 Adobe PDF(8184Kb) | Favorite | View/Download：33/1 | Submit date：2023/01/03
Autonomous underwater vehicles (AUVs) communication-aware formation reinforcement learning uncertainty |
| Dynamic Evolutionary Game-based Modeling, Analysis and Performance Enhancement of Blockchain Channels 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 188-202
Authors: PeiYun Zhang; MengChu Zhou; ChenXi Li; Abdullah Abusorrah
Adobe PDF(4499Kb) | Favorite | View/Download：20/2 | Submit date：2023/01/03
Blockchain channel network evolutionary game malicious behavior secure computing stability analysis |
| Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
Authors: Uichin Lee; Gyuwon Jung; Eun-Yeol Ma; Jin San Kim; Heepyung Kim; Jumabek Alikhanov; Youngtae Noh; Heeyoung Kim
Adobe PDF(2887Kb) | Favorite | View/Download：20/0 | Submit date：2023/01/03
Causal inference data-driven analytics framework digital therapeutics (DTx) mobile and wearable data technical and behavioral engagement |
| Detecting Vulnerability on IoT Device Firmware: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 25-41
Authors: Xiaotao Feng; Xiaogang Zhu; Qing-Long Han; Wei Zhou; Sheng Wen; Yang Xiang
Adobe PDF(3134Kb) | Favorite | View/Download：25/1 | Submit date：2023/01/03
Firmware emulation internet of things (IoT) firmware network fuzzing security static analysis |
| Distributed Secure State Estimation of Multi-Agent Systems Under Homologous Sensor Attacks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 67-77
Authors: Yukun Shi; Youqing Wang; Jianyong Tuo
Adobe PDF(1882Kb) | Favorite | View/Download：25/1 | Submit date：2023/01/03
Consensus-based Luenberger-like observer distributed secure state estimation homologous signal |
| Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Humanmachine Hybrid Swarm Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 121-144
Authors: Guo-Yin Wang
Adobe PDF(2487Kb) | Favorite | View/Download：64/2 | Submit date：2023/01/18
Swarm intelligence single-population multi-population human-machine hybrid multi-granularity |
| Machine Learning for Brain Imaging Genomics Methods: A Review 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
Authors: Mei-Ling Wang
Adobe PDF(2285Kb) | Favorite | View/Download：36/3 | Submit date：2023/01/18
Brain imaging genomics machine learning multivariate analysis association analysis outcome prediction |
