Personnel Information

写真a

Xiaokang ZHOU


Title

Associate Professor

Field

Field of Data Science

Seeds

https://www.shiga-u.ac.jp/wp/wp-content/uploads/seeds17-14.pdf

Research Interests 【 display / non-display

  • behavior and cognitive informatics

  • human-computer interaction

  • information seeking and recommendation

  • ubiquitous & social computing

  • data mining and analytics

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Graduating School 【 display / non-display

  • Shanghai University, School of Computer Engineering and Science , Computer Science and Technology

    University, 2006.06, Graduated

Graduate School 【 display / non-display

  • Waseda University, Graduate School, Division of Human Science, Networked Information System

    Doctor's Course, 2014.07, Completed, Japan

Campus Career 【 display / non-display

  • Shiga University Faculty of Data science,Associate Professor, 2020.04 -

  • Shiga University Faculty of Data science,Instructor, 2017.04 - 2020.03

  • Shiga University Center for Education and Research of Data Science,Instructor, 2016.04 - 2017.03

External Career 【 display / non-display

  • RIKEN RIKEN Center for Advanced Intelligence Project (AIP), Researcher, 2017.08 -

Association Memberships 【 display / non-display

  • ACM, 2016 -

  • IEEE, 2012 -

Research Areas 【 display / non-display

  • Informatics / Information network

 

Papers 【 display / non-display

  • Multi-objective optimization algorithm based on characteristics fusion of dynamic social networks for community discovery, Information Fusion, vol.79 (p.110 - 123) , 2022.03, W. Li, X. Zhou, C. Yang, Y. Fan, Z. Wang, and Y. Liu

    DOI:10.1016/j.inffus.2021.10.002, Research paper (scientific journal), Multiple Authorship

    Authorship:Corresponding author  

  • Intelligent Small Object Detection Based on Digital Twinning for Smart Manufacturing in Industrial CPS, IEEE Transactions on Industrial Informatics, vol.18 (2) (p.1377 - 1386) , 2022.02, X. Zhou, X. Xu, W. Liang, Z. Zeng, S. Shimizu, L. T. Yang, and Q. Jin

    DOI:10.1109/TII.2021.3061419, Research paper (scientific journal), Multiple Authorship

    Authorship:Lead author  

  • Highly Accurate Energy Consumption Forecasting Model Based on Parallel LSTM Neural Networks, Advanced Engineering Informatics, vol.51, 2022.01, N. Jin, F. Yang, Y. Mo, Y. Zeng, X. Zhou, K. Yan, and X. Ma

    DOI:10.1016/j.aei.2021.101442, Research paper (scientific journal), Multiple Authorship

  • Parallel LSTM Enhanced Forecasting System for Dependable and Secure Household Energy Consumption, Proc. DependSys 2021 (The 7th IEEE International Conference on Dependability in Sensor, Cloud and Big Data Systems and Applications), 2021.12, K. Yan, F. Yang, X. Zhou, and W. Liang

    Research paper (international conference proceedings), Multiple Authorship

    Authorship:Corresponding author  

  • Triangle coordinate Diagram Localization for Academic Literature Based on Line Segment Detection in Cloud Computing, Proc. EAI CloudComp 2021 (The 11th EAI International Conference on Cloud Computing), 2021.12, B. Tang, J. Jiang, X. Xu, L. Qi, X. Zhou, Y. Chen, and W. Dou

    Research paper (international conference proceedings), Multiple Authorship

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Books 【 display / non-display

  • Big Data: Algorithms, Analytics, and Applications, CRC Press, Taylor & Francis Group, 2015.02, X. Zhou and Q. Jin

    Scholarly book,Organic Streams: A Unified Framework for Personal Big Data Integration and Organization towards Social Sharing and Individualized Sustainable Use, Joint author

Presentations 【 display / non-display

  • The 7th IEEE International Conference on Dependability in Sensor, Cloud and Big Data Systems and Applications, International presentation, 2021.12, Parallel LSTM Enhanced Forecasting System for Dependable and Secure Household Energy Consumption, Oral presentation (general)

  • The 11th EAI International Conference on Cloud Computing, International presentation, 2021.12, Triangle coordinate Diagram Localization for Academic Literature Based on Line Segment Detection in Cloud Computing, Oral presentation (general)

  • The 11th International Conference on Computer Engineering and Networks, International presentation, 2021.10, Time-Aware Missing Traffic Flow Prediction for Sensors with Privacy-Preservation, Oral presentation (general)

  • The 18th IEEE International Conference on Ubiquitous Intelligence and Computing, International presentation, 2021.10, Deep Personalized Prediction of MPA-AUC with Attentive Interactions in Kidney Transplantation, Oral presentation (general)

  • The 6th IEEE International Conference on Smart Data, International presentation, 2020.11, Fault Detection and Diagnosis of Chillers with S&D Convolutional Neural Network, Oral presentation (general)

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Awards 【 display / non-display

  • 2021 滋賀大学 学長賞, 2022.03, Other

  • Best Paper Award, 2021.12, Award from international society, conference, symposium, etc.

  • IEEE Outstanding Leadership Award, 2021.12, Award from international society, conference, symposium, etc.

  • Best Paper Award, 2021.12, Award from international society, conference, symposium, etc.

  • IEEE Outstanding Leadership Award, 2021.10, Award from international society, conference, symposium, etc.

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Committee Memberships 【 display / non-display

  • The 19th IEEE International Conference on Smart City, Program Chair, 2021.02 - 2021.12

  • 2021 IEEE Cyber Science and Technology Congress, Program Chair, 2021.01 - 2021.10

  • Journal of Circuits, Systems, and Computers, Associate Editor, 2022.01 -

  • Computers & Electrical Engineering, Associate Editor, 2021.11 -

  • IEEE/ACM Transactions on Computational Biology and Bioinformatics, Guest Editor, 2021.10 -

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