ZHOU Xiaokang

シュウギョウコウ | ZHOU Xiaokang

Affiliation and department：
Job title： Associate Professor
Other affiliations (2)：

Research field (4)： Web and service informatics , Database science , Intelligent informatics , Information networks

Research keywords (5)： Ubiquitous Computing , Big Data , Machine Learning , Behavior and Cognitive Informatics , Cyber-Physical-Social Systems

Research theme for competitive and other funds (3)：

2020 - 2022 Causal reasoning reinforcing tumor AI diagnosis model and its interpretability
2019 - 2021 Research on Key Technologies for Dynamic Inference, Simulation and Prediction of Group Behaviors based in Social Networks
2013 - 2014 ユビキタスクラウド環境における情報融合と探索の総合モデリング支援機構の研究開発

Papers (100)：

Xiaokang Zhou, Qiuyue Yang, Qiang Liu, Wei Liang, Kevin Wang, Zhi Liu, Jianhua Ma, Qun Jin. Spatial-Temporal Federated Transfer Learning with multi-sensor data fusion for cooperative positioning. Information Fusion. 2024. 105
Xiaokang Zhou, Qiuyue Yang, Xuzhe Zheng, Wei Liang, Kevin I.Kai Wang, Jianhua Ma, Yi Pan, Qun Jin. Personalized Federated Learning with Model-Contrastive Learning for Multi-Modal User Modeling in Human-Centric Metaverse. IEEE Journal on Selected Areas in Communications. 2024. 42. 4. 817-831
Weimin Li, Cai Zhang, Xiaokang Zhou, Qun Jin. Dynamic Multi-view Group Preference Learning for group behavior prediction in social networks. Expert Syst. Appl. 2023. 231. 120553-120553
Xiaokang Zhou, Xuzhe Zheng, Xuesong Cui, Jiashuai Shi, Wei Liang 0006, Zheng Yan 0002, Laurence T. Yang, Shohei Shimizu, Kevin I-Kai Wang. Digital Twin Enhanced Federated Reinforcement Learning With Lightweight Knowledge Distillation in Mobile Networks. IEEE Journal of Selected Areas in Communications. 2023. 41. 10. 3191-3211
Xiaokang Zhou, Xiaozhou Ye, Kevin I-Kai Wang, Wei Liang 0006, Nirmal-Kumar C. Nair, Shohei Shimizu, Zheng Yan 0002, Qun Jin. Hierarchical Federated Learning With Social Context Clustering-Based Participant Selection for Internet of Medical Things Applications. IEEE Transactions on Computational Social Systems. 2023. 10. 4. 1742-1751

ｍore...

MISC (2)：

Q. Jin, X. Zhou, B. Wu, J. Chen, J. Pan, W. Zheng. Process-Focused Social Learning Analytics Based on Personal Big Data for Cross-MOOCs Open Environments. Intel-CSU Transparent Computing and Big Data Summit. 2014
James J. Park, Qun Jin, Timothy K. Shih, Neil Y. Yen, Guandong Xu, Joseph C. Tsai, Hsuan Pu Chang, Xiaokang Zhou. Welcome message from the SKDM 2012 chairs. Lecture Notes in Electrical Engineering. 2012. 182 LNEE

Books (1)：

Big Data: Algorithms, Analytics, and Applications
Chapman & Hall/CRC Big Data Series (CRC Press, Taylor & Francis Group) 2015

Education (3)：

2010 - 2014 Waseda University Graduate School of Human Sciences Networked Information System
2007 - 2010 Shanghai University School of Computer Engineering and Science Computer Software and Theory
2002 - 2006 Shanghai University School of Computer Engineering and Science Computer Science and Technology

Professional career (3)：

Work history (6)：

2020/04 - 現在 Shiga University Faculty of Data Science Associate Professor
2017/08 - 現在 RIKEN RIKEN Center for Advanced Intelligence Project (AIP) Visiting Researcher
2017/04 - 2020/03 Shiga University Faculty of Data science Lecturer
2016/04 - 2017/03 Shiga University Center for Education and Research of Data Science Lecturer
2015/04 - 2016/03 Waseda University Advanced Research Center for Human Sciences Invited Researcher

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Committee career (10)：

2021/03 - 現在 Journal of Ambient Intelligence and Humanized Computing Associate Editor
2020/12 - 現在 Information Fusion Guest Editor
2020/01 - 現在 Human-centric Computing and Information Sciences Associate Editor
2019/11 - 2020/09 Multimedia Tools and Applications Guest Editor
2018/02 - 2019/11 The World Wide Web Journal Guest Editor

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Awards (7)：

2020/12 - IEEE TCSC Award for Excellence for Early Career Researchers
2020/11 - SmartData2020 Best Paper Award "Fault Detection and Diagnosis of Chillers with S&D Convolutional Neural Network"
2020/10 - IEEE SMC Society Andrew P. Sage Best Transactions Paper Award “Multi-Modality Behavioral Influence Analysis for Personalized Recommendations in Health Social Media Environment”
2016/03 - ICADIWT2016 Best Paper Award "Personal Data Analytics for Well-Being Oriented Life Support: Experiment and Feasibility Study"
2014/07 - ITME2014 Best Paper Award "Associative Recommendation of Learning Contents Aided by Eye-tracking in a Social Media Enhanced Environment"

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Association Membership(s) (5)：

IEEE CS , ACM , 人工知能学会 , 情報処理学会 , IEEE

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