Deep-Learning-Enhanced Human Activity Recognition for Internet of Healthcare Things

Xiaokang Zhou, Wei Liang, Kevin I‐Kai Wang, +3

IEEE Internet of Things Journal

Healthcare ThingsEngineeringMachine LearningData ScienceSensor Data +12

CNN-RNN Based Intelligent Recommendation for Online Medical Pre-Diagnosis Support

Xiaokang Zhou, Yue Li, Wei Liang

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Natural Language ProcessingEngineeringMachine LearningDeep LearningData Science +12

Variational LSTM Enhanced Anomaly Detection for Industrial Big Data

Xiaokang Zhou, Yiyong Hu, Wei Liang, +2

IEEE Transactions on Industrial Informatics

Anomaly DetectionMachine LearningEngineeringAutoencodersIndustrial Big Data +14

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

Xiaokang Zhou, Wei Liang, Shohei Shimizu, +2

IEEE Transactions on Industrial Informatics

Artificial IntelligenceFew-shot LearningAnomaly DetectionMachine LearningEngineering +20

Deep-Learning-Enhanced Multitarget Detection for End–Edge–Cloud Surveillance in Smart IoT

Xiaokang Zhou, Xuesong Xu, Wei Liang, +2

IEEE Internet of Things Journal

Convolutional Neural NetworkEngineeringVideo SurveillanceSurveillance SystemVisual Surveillance +14

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

Xiaokang Zhou, Wei Liang, Weimin Li, +3

IEEE Internet of Things Journal

Graph Neural NetworkEngineeringMachine LearningIntrusion Detection SystemEdge Computing +9

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

Xiaokang Zhou, Xuesong Xu, Wei Liang, +4

IEEE Transactions on Industrial Informatics

Convolutional Neural NetworkEngineeringMachine LearningDigital TwinningSmart Manufacturing +22

Deep Correlation Mining Based on Hierarchical Hybrid Networks for Heterogeneous Big Data Recommendations

Xiaokang Zhou, Wei Liang, Kevin I‐Kai Wang, +1

IEEE Transactions on Computational Social Systems

Artificial IntelligenceIntelligent RouterMachine LearningData ScienceData Mining +10

Two-Layer Federated Learning With Heterogeneous Model Aggregation for 6G Supported Internet of Vehicles

Xiaokang Zhou, Wei Liang, Jinhua She, +2

IEEE Transactions on Vehicular Technology

Vehicle CommunicationInternet Of VehicleEngineeringMachine LearningFederated Structure +17

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

Xiaokang Zhou, Xiaozhou Ye, Kevin I‐Kai Wang, +5

IEEE Transactions on Computational Social Systems