ZHOU Xiaokang 周暁康

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周暁康シュウギョウコウ

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Researcher Number	70635234
Other IDs
Affiliation (Current)	2025: 関西大学, ビジネスデータサイエンス学部, 准教授
Affiliation (based on the past Project Information) *help	2023: 滋賀大学, データサイエンス学系, 准教授
Review Section/Research Field	Principal Investigator Basic Section 60060:Information network-related
Keywords	Principal Investigator 異常検知 / 因果推論 / 深層学習 / ビッグデータ / ユビキタスコンピューティング / Digital Twin / Reinforcement Learning / Federated Learning / GAN / ITL / CRL

Research on Causality-Inspired Deep Learning Model for Anomaly Detection with Imbalanced DataPrincipal Investigator
- Principal Investigator
  
  周暁康
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  Shiga University

All 2024 2023

All Journal Article Presentation

[Journal Article] Tensor-Train-Based Incremental High Order Dominant Z-Eigen Decomposition for Multi-Modal Intelligent Transportation Prediction2024
- Author(s)
  Liu Huazhong、Zhang Yunfan、Ding Jihong、Zhang Hanning、Yang Laurence T.、Zhou Xiaokang
- Journal Title
  
  IEEE Transactions on Intelligent Transportation Systems
  
  Volume: 25 Issue: 3 Pages: 2534-2544
- DOI
  10.1109/tits.2023.3321730
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Digital Twin-Assisted Edge Service Caching for Consumer Electronics Manufacturing2024
- Author(s)
  Liu Wei、Xu Xiaolong、Qi Lianyong、Zhou Xiaokang、Yan Hanzhi、Xia Xiaoyu、Dou Wanchun
- Journal Title
  
  IEEE Transactions on Consumer Electronics
  
  Volume: 70 Issue: 1 Pages: 3141-3151
- DOI
  10.1109/tce.2024.3357136
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Federated distillation and blockchain empowered secure knowledge sharing for Internet of medical Things2024
- Author(s)
  Zhou Xiaokang、Huang Wang、Liang Wei、Yan Zheng、Ma Jianhua、Pan Yi、I-Kai Wang Kevin
- Journal Title
  
  Information Sciences
  
  Volume: 662 Pages: 120217-120217
- DOI
  10.1016/j.ins.2024.120217
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Incentive Mechanism Design of Federated Learning for Recommendation Systems in MEC2024
- Author(s)
  Huang Jiwei、Ma Bowen、Wang Ming、Zhou Xiaokang、Yao Lina、Wang Shoujin、Qi Lianyong、Chen Ying
- Journal Title
  
  IEEE Transactions on Consumer Electronics
  
  Volume: 70 Issue: 1 Pages: 2596-2607
- DOI
  10.1109/tce.2023.3342187
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Data-Driven System-Level Design Framework for Responsible Cyber-Physical-Social Systems2023
- Author(s)
  Zhang Shunli、Yang Laurence T.、Zhang Yue、Zhou Xiaokang、Cui Zongmin
- Journal Title
  
  Computer
  
  Volume: 56 Issue: 4 Pages: 80-91
- DOI
  10.1109/mc.2023.3243645
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Graph Attention Network With Spatial-Temporal Clustering for Traffic Flow Forecasting in Intelligent Transportation System2023
- Author(s)
  Chen Yan、Shu Tian、Zhou Xiaokang、Zheng Xuzhe、Kawai Akira、Fueda Kaoru、Yan Zheng、Liang Wei、Wang Kevin I-Kai
- Journal Title
  
  IEEE Transactions on Intelligent Transportation Systems
  
  Volume: 24 Issue: 8 Pages: 8727-8737
- DOI
  10.1109/tits.2022.3208952
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] A distributed game theoretical approach for credibility-guaranteed multimedia data offloading in MEC2023
- Author(s)
  Chen Ying、Zhao Jie、Zhou Xiaokang、Qi Lianyong、Xu Xiaolong、Huang Jiwei
- Journal Title
  
  Information Sciences
  
  Volume: 644 Pages: 119306-119306
- DOI
  10.1016/j.ins.2023.119306
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Intelligent Containment Control With Double Constraints for Cloud-Based Collaborative Manufacturing2023
- Author(s)
  Zhou Xiaokang、Hou Hailiang、Liang Wei、Wang Kevin I-Kai、Jin Qun
- Journal Title
  
  IEEE Transactions on Industrial Informatics
  
  Volume: 19 Issue: 6 Pages: 7541-7551
- DOI
  10.1109/tii.2022.3211878
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Edge-enabled federated sequential recommendation with knowledge-aware Transformer2023
- Author(s)
  Wei Shanming、Meng Shunmei、Li Qianmu、Zhou Xiaokang、Qi Lianyong、Xu Xiaolong
- Journal Title
  
  Future Generation Computer Systems
  
  Volume: 148 Pages: 610-622
- DOI
  10.1016/j.future.2023.06.028
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Bi-Dueling DQN Enhanced Two-Stage Scheduling for Augmented Surveillance in Smart EMS2023
- Author(s)
  Liang Wei、Xie Weiquan、Zhou Xiaokang、I-Kai Wang Kevin、Ma Jianhua、Jin Qun
- Journal Title
  
  IEEE Transactions on Industrial Informatics
  
  Volume: 19 Issue: 7 Pages: 8218-8228
- DOI
  10.1109/tii.2022.3216295
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] CNN Partitioning and Offloading for Vehicular Edge Networks in Web32023
- Author(s)
  Xu Xiaolong、Tang Sizhe、Qi Lianyong、Zhou Xiaokang、Dai Fei、Dou Wanchun
- Journal Title
  
  IEEE Communications Magazine
  
  Volume: 61 Issue: 8 Pages: 36-42
- DOI
  10.1109/mcom.002.2200424
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Reputation-Aware Supplier Assessment for Blockchain-Enabled Supply Chain in Industry 4.02023
- Author(s)
  Xu Xiaolong、Gu Ji、Yan Hanzhi、Liu Wentao、Qi Lianyong、Zhou Xiaokang
- Journal Title
  
  IEEE Transactions on Industrial Informatics
  
  Volume: 19 Issue: 4 Pages: 5485-5494
- DOI
  10.1109/tii.2022.3190380
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Popularity-Aware and Diverse Web APIs Recommendation Based on Correlation Graph2023
- Author(s)
  Wu Shengqi、Shen Shigen、Xu Xiaolong、Chen Ying、Zhou Xiaokang、Liu Dongning、Xue Xiao、Qi Lianyong
- Journal Title
  
  IEEE Transactions on Computational Social Systems
  
  Volume: 10 Issue: 2 Pages: 771-782
- DOI
  10.1109/tcss.2022.3168595
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Hierarchical Federated Learning With Social Context Clustering-Based Participant Selection for Internet of Medical Things Applications2023
- Author(s)
  Zhou Xiaokang、Ye Xiaozhou、Wang Kevin I-Kai、Liang Wei、Nair Nirmal Kumar C.、Shimizu Shohei、Yan Zheng、Jin Qun
- Journal Title
  
  IEEE Transactions on Computational Social Systems
  
  Volume: 10 Issue: 4 Pages: 1742-1751
- DOI
  10.1109/tcss.2023.3259431
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Federal learning edge network based sentiment analysis combating global COVID-192023
- Author(s)
  Liang Wei、Chen Xiaohong、Huang Suzhen、Xiong Guanghao、Yan Ke、Zhou Xiaokang
- Journal Title
  
  Computer Communications
  
  Volume: 204 Pages: 33-42
- DOI
  10.1016/j.comcom.2023.03.009
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Novel supply chain vulnerability detection based on heterogeneous-graph-driven hash similarity in IoT2023
- Author(s)
  Ye Guodong、Liu Xin、Fan Siqi、Tan Yuan、Zhou Qingguo、Zhou Rui、Zhou Xiaokang
- Journal Title
  
  Future Generation Computer Systems
  
  Volume: 148 Pages: 201-210
- DOI
  10.1016/j.future.2023.06.006
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Digital Twin Enhanced Federated Reinforcement Learning With Lightweight Knowledge Distillation in Mobile Networks2023
- Author(s)
  Zhou Xiaokang、Zheng Xuzhe、Cui Xuesong、Shi Jiashuai、Liang Wei、Yan Zheng、Yang Laurence T.、Shimizu Shohei、Wang Kevin I-Kai
- Journal Title
  
  IEEE Journal on Selected Areas in Communications
  
  Volume: 41 Issue: 10 Pages: 3191-3211
- DOI
  10.1109/jsac.2023.3310046
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Spatio-Temporal Graph Convolutional Networks via View Fusion for Trajectory Data Analytics2023
- Author(s)
  Hu Wenya、Li Weimin、Zhou Xiaokang、Kawai Akira、Fueda Kaoru、Qian Quan、Wang Jianjia
- Journal Title
  
  IEEE Transactions on Intelligent Transportation Systems
  
  Volume: 24 Issue: 4 Pages: 4608-4620
- DOI
  10.1109/tits.2022.3210559
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K04393, KAKENHI-PROJECT-23K11064
[Journal Article] Dual-Driven Resource Management for Sustainable Computing in the Blockchain-Supported Digital Twin IoT2023
- Author(s)
  Wang Dan、Li Bo、Song Bin、Liu Yingjie、Muhammad Khan、Zhou Xiaokang
- Journal Title
  
  IEEE Internet of Things Journal
  
  Volume: 10 Issue: 8 Pages: 6549-6560
- DOI
  10.1109/jiot.2022.3162714
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Decentralized P2P Federated Learning for Privacy-Preserving and Resilient Mobile Robotic Systems2023
- Author(s)
  Zhou Xiaokang、Liang Wei、Wang Kevin I-Kai、Yan Zheng、Yang Laurence T.、Wei Wei、Ma Jianhua、Jin Qun
- Journal Title
  
  IEEE Wireless Communications
  
  Volume: 30 Issue: 2 Pages: 82-89
- DOI
  10.1109/mwc.004.2200381
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Journal Article] Video Super-Resolution Based on Inter-Frame Information Utilization for Intelligent Transportation2023
- Author(s)
  Guo Kehua、Zhang Zhuo、Guo Haifu、Ren Sheng、Wang Lei、Zhou Xiaokang、Liu Chao
- Journal Title
  
  IEEE Transactions on Intelligent Transportation Systems
  
  Volume: 24 Issue: 11 Pages: 13409-13421
- DOI
  10.1109/tits.2023.3237708
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Presentation] Data Freshness Performance Analysis in NOMA-enabled Green Mobile Crowdsensing2023
- Author(s)
  Y. Yang, B. Zhang, D. Guo, R. Xu, L. Ge, W. Wang, and X. Zhou
- Organizer
  ICC 2023 (2023 IEEE International Conference on Communications)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Presentation] A Deep Graph Convolutional Network based Web API Classification Approach for Mashup Creation2023
- Author(s)
  L. Qi, B. Yan, J. Zheng, X. Xu, W. Dou, and X. Zhou
- Organizer
  HPCC 2023 (The 25th IEEE International Conferences on High Performance Computing and Communications)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Presentation] A Function Fitting System Based on Genetic Algorithm2023
- Author(s)
  Q. Sun, X. Zhou, and J. Wang
- Organizer
  GPC 2023 (The 18th International Conference on Green, Pervasive, and Cloud Computing)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Presentation] BiLSTM and VAE Enhanced Multi-Task Neural Network for Trust-Aware E-Commerce Product Analysis2023
- Author(s)
  S. Wani, X. Zhou, and S. Shimizu
- Organizer
  TrustCom 2023 (The 22nd IEEE International Conference on Trust, Security and Privacy in Computing and Communications)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064
[Presentation] A Novel Gold Futures Price Prediction Model Based on PCA-AGRU2023
- Author(s)
  J. Wang, T. Lu, J. Liu, Q. Sun, L. Qi, and X. Zhou
- Organizer
  ICPADS 2023 (The 29th IEEE International Conference on Parallel and Distributed Systems)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11064

1. SUN Weihua

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

ZHOU Xiaokang 周 暁康

周 暁康 シュウ ギョウコウ

Research Projects

Research Products

Co-Researchers

Research on Causality-Inspired Deep Learning Model for Anomaly Detection with Imbalanced DataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Tensor-Train-Based Incremental High Order Dominant Z-Eigen Decomposition for Multi-Modal Intelligent Transportation Prediction2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Digital Twin-Assisted Edge Service Caching for Consumer Electronics Manufacturing2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Federated distillation and blockchain empowered secure knowledge sharing for Internet of medical Things2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Incentive Mechanism Design of Federated Learning for Recommendation Systems in MEC2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Data-Driven System-Level Design Framework for Responsible Cyber-Physical-Social Systems2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Graph Attention Network With Spatial-Temporal Clustering for Traffic Flow Forecasting in Intelligent Transportation System2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A distributed game theoretical approach for credibility-guaranteed multimedia data offloading in MEC2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Intelligent Containment Control With Double Constraints for Cloud-Based Collaborative Manufacturing2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Edge-enabled federated sequential recommendation with knowledge-aware Transformer2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Bi-Dueling DQN Enhanced Two-Stage Scheduling for Augmented Surveillance in Smart EMS2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] CNN Partitioning and Offloading for Vehicular Edge Networks in Web32023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Reputation-Aware Supplier Assessment for Blockchain-Enabled Supply Chain in Industry 4.02023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Popularity-Aware and Diverse Web APIs Recommendation Based on Correlation Graph2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Hierarchical Federated Learning With Social Context Clustering-Based Participant Selection for Internet of Medical Things Applications2023

Author(s)

Journal Title

DOI

ZHOU Xiaokang 周暁康

周暁康シュウギョウコウ