Shohei Shimizu

Siamese Neural Network Based Few-Shot Learning for Anomaly Detection in Industrial Cyber-Physical Systems

Xiaokang Zhou, Wei Liang, Shohei Shimizu et al. · IEEE Transactions on Industrial Informatics · 2020 · 333 citations · Full text

Artificial Intelligence, Few-shot Learning, Anomaly Detection +22

Hierarchical Adversarial Attacks Against Graph-Neural-Network-Based IoT Network Intrusion Detection System

Xiaokang Zhou, Wei Liang, Weimin Li et al. · IEEE Internet of Things Journal · 2021 · 292 citations · Full text

Graph Neural Network, Engineering, Machine Learning +11

Intelligent Small Object Detection for Digital Twin in Smart Manufacturing With Industrial Cyber-Physical Systems

Xiaokang Zhou, Xuesong Xu, Wei Liang et al. · IEEE Transactions on Industrial Informatics · 2021 · 288 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +24

Estimation of a Structural Vector Autoregression Model Using Non-Gaussianity

Aapo Hyvärinen, Kun Zhang, Shohei Shimizu et al. · Journal of Machine Learning Research · 2010 · 266 citations

Causal Model, Econometric Model, Non-gaussian Models +15

Hierarchical Federated Learning With Social Context Clustering-Based Participant Selection for Internet of Medical Things Applications

Xiaokang Zhou, Xiaozhou Ye, Kevin I‐Kai Wang et al. · IEEE Transactions on Computational Social Systems · 2023 · 198 citations