• 1365 Citations
  • 21 h-Index
1994 …2020

Research output per year

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Personal profile

Education

  • 1995 PhD, Computer Science, University of Houston

Research Interests

  • Big Data Analysis
  • Business Intelligence
  • Intelligent Decision Support Systems
  • Knowledge Engineering
  • Knowledge Management

Experience

  • 1996/08 ~ 2003/02 Kaohsiung First University of Science and Technology
  • 2002/02 ~ 2003/08 Kaohsiung First University of Science and Technology
  • 2003/08 ~ 2005/07 Associate Professor, Department of Industrial Information Managrment Institute of Information Management, National Cheng Kung University
  • 2005/08~ present Professor, Department of Industrial Information Managrment Institute of Information Management, National Cheng Kung University

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Projects

Research Output

Open Access
  • Chain based sampling for monotonic imbalanced classification

    González, S., García, S., Li, S. T. & Herrera, F., 2019 Feb, In : Information sciences. 474, p. 187-204 18 p.

    Research output: Contribution to journalArticle

  • 7 Citations (Scopus)

    Do reviewers’ words affect predicting their helpfulness ratings? Locating helpful reviewers by linguistics styles

    Li, S. T., Pham, T. T. & Chuang, H. C., 2019 Jan, In : Information and Management. 56, 1, p. 28-38 11 p.

    Research output: Contribution to journalArticle

  • 7 Citations (Scopus)

    Incorporating monotonic domain knowledge in support vector learning for data mining regression problems

    Chuang, H. C., Chen, C. C. & Li, S. T., 2019 Jan 1, (Accepted/In press) In : Neural Computing and Applications.

    Research output: Contribution to journalArticle

  • Deep Learning for Monotonic Support Vector Machines

    Lo, M. C., Tsai, B. H. & Li, S. T., 2018 Jul 2, Proceedings - 2018 7th International Congress on Advanced Applied Informatics, IIAI-AAI 2018. Institute of Electrical and Electronics Engineers Inc., p. 530-535 6 p. 8693415. (Proceedings - 2018 7th International Congress on Advanced Applied Informatics, IIAI-AAI 2018).

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

  • Thesis

    A Case Study of eWOM:The Invisible Hand to create Blockbuster Success

    Author: 忻怡, 林., 2014 Jan 22

    Supervisor: Li, S. (Supervisor)

    Student thesis: Master's Thesis

    A Causality Analysis of Sales by Mining Characteristics of Online Reviews- A Case Study in Movie Social Media

    Author: 有彤, 張., 2014 Jun 25

    Supervisor: Li, S. (Supervisor)

    Student thesis: Master's Thesis

    A Hidden Topic Model for Prediction of crowdfunding Campaigns

    Author: 晉愷, 許., 2018 Jun 14

    Supervisor: Li, S. (Supervisor)

    Student thesis: Master's Thesis

    A Multi-Factor HMM-Based Forecasting Model for Fuzzy Time Series

    Author: 紋馨, 張., 2014 Jul 11

    Supervisor: Li, S. (Supervisor)

    Student thesis: Master's Thesis

    A Parallelized Conjugate Gradient Algorithm for Monotonicity Constrained Support Vector Machines

    Author: 琦, 周., 2016 Jul 22

    Supervisor: Li, S. (Supervisor)

    Student thesis: Master's Thesis