• 415 Citations
  • 10 h-Index
20042020

Research output per year

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Personal profile

Education

  • 2009 PhD, Graduate of Institute of Electrical Engineering, National Taiwan University

Research Interests

  • Data Mining & Database
  • Social Network Analysis
  • Spatial Temporal Data Mining
  • Multimedia Information Retrieval
  • FinTech
  • Bioinformatics

Experience

  • 2009/08~2012/07 Assistant Professor, Department of Computer Science & Engineering, Yuan Ze University
  • 2012/08~2018/07 Assistant Professor, Department of Electrical Engineering, National Cheng Kung University
  • 2015/06~present Consulting Expert, Bioinfotronics Research Center, National Cheng Kung University
  • 2015/08/01~2017/07/31 Secretary, IEEE Tainan Section CIS Chapter
  • 2015~2018 Director, Taiwanese Association for Artificial Intelligence
  • 2016/07~08 Visiting Scholar, Big Data and Social Computing Lab led by Prof. Philip S. Yu, Department of Computer Science, University of Illinois at Chicago
  • 2016/08~present Book review expert, Human Research Ethics Committee, National Cheng Kung University
  • 2017/01~2018/12 IEEE CIS Member Activities committee
  • 2017/01~2018/12 IEEE CIS Website Administrtor
  • 2018/08~present Associate Professor, Department of Electrical Engineering, National Cheng Kung University

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Projects

Research Output

  • 415 Citations
  • 10 h-Index
  • 34 Conference contribution
  • 15 Article
  • 2 Paper
  • 1 Book

A neural network-based land use regression model to estimate spatial-temporal variability of SO2

Hsiao, Y. P., Wu, C. D., Huang, J. W., Teo, T. A. & Lin, S. Y., 2020 Jan 1.

Research output: Contribution to conferencePaper

  • A neural network-based land use regression model to estimate spatial-temporal variability of SO2

    Hsiao, Y. P., Wu, C. D., Huang, J. W., Teo, T. A. & Lin, S. Y., 2020 Jan 1.

    Research output: Contribution to conferencePaper

  • On mining progressive positive and negative sequential patterns simultaneously

    Huang, J. W., Wu, Y. B. & Jaysawal, B. P., 2020 Jan 1, In : Journal of Information Science and Engineering. 36, 1, p. 145-169 25 p.

    Research output: Contribution to journalArticle

  • Social Influence Prediction by a Community-Based Convolutional Neural Network

    Tai, S. H., Ma, H. S. & Huang, J. W., 2020 Jan 1, Advances in Artificial Intelligence - Selected Papers from the Annual Conference of Japanese Society of Artificial Intelligence JSAI 2019. Ohsawa, Y., Yada, K., Ito, T., Takama, Y., Sato-Shimokawara, E., Abe, A., Mori, J. & Matsumura, N. (eds.). Springer, p. 203-214 12 p. (Advances in Intelligent Systems and Computing; vol. 1128 AISC).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • SOHUPDS: A single-pass one-phase algorithm for mining high utility patterns over a data stream

    Jaysawal, B. P. & Huang, J. W., 2020 Mar 30, 35th Annual ACM Symposium on Applied Computing, SAC 2020. Association for Computing Machinery, p. 490-497 8 p. (Proceedings of the ACM Symposium on Applied Computing).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Thesis

    Adaptive Deep Learning-based Air Quality Prediction Model Using the Most Relevant Spatial-Temporal Relations

    Author: 評威, 蘇., 2018 Feb 6

    Supervisor: Huang, J. (Supervisor)

    Student thesis: Master's Thesis

    CLOSE: Local Community Detection by LOcal Structure Expansion in a Complex Network

    Author: 志佳, 簡., 2017 Apr 12

    Supervisor: Huang, J. (Supervisor)

    Student thesis: Master's Thesis

    Crowdsourced Object-labeling Based on a Game-based Mobile Application

    Author: 文彥, 曾., 2017 Aug 23

    Supervisor: Huang, J. (Supervisor)

    Student thesis: Master's Thesis

    DNA: General Deterministic Network Adaptive Framework for Multi-Round Multi-Party Influence Maximization

    Author: 子欣, 楊., 2018 Jul 6

    Supervisor: Huang, J. (Supervisor)

    Student thesis: Master's Thesis

    Effective Email Security Level Classification of Imbalanced Data Using Artificial Neural Network

    Author: 佳紋, 蔣., 2017 Oct 3

    Supervisor: Huang, J. (Supervisor)

    Student thesis: Master's Thesis