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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

Fingerprint Dive into the research topics where Sheng-Tun Li is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Time series Engineering & Materials Science
Data mining Engineering & Materials Science
Knowledge management Engineering & Materials Science
Fuzzy Time Series Mathematics
Distance education Engineering & Materials Science
Industry Engineering & Materials Science
Forecasting Mathematics
Case based reasoning Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2004 2018

Research Output 1994 2019

3 Citations (Scopus)

Chain based sampling for monotonic imbalanced classification

González, S., García, S., Li, S-T. & Herrera, F., 2019 Feb 1, In : Information sciences. 474, p. 187-204 18 p.

Research output: Contribution to journalArticle

Monotonic
Sampling
Monotonicity
Oversampling
Classifiers

Deep Learning for Monotonic Support Vector Machines

Lo, M. C., Tsai, B. H. & Li, S-T., 2019 Apr 16, 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

Support vector machines
neural network
learning
ability
knowledge
1 Citation (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 1, In : Information and Management. 56, 1, p. 28-38 11 p.

Research output: Contribution to journalArticle

Linguistics
Rating
Social relations
Prediction model
Prediction
1 Citation (Scopus)

When high-volume PCI operators in high-volume hospitals move to lower volume hospitals—Do they still maintain high volume and quality of outcomes?

Lu, T-H., Li, S-T., Liang, F. W., Lee, J. C. & Yin, W. H., 2018 Oct 1, In : Catheterization and Cardiovascular Interventions. 92, 4, p. 644-650 7 p.

Research output: Contribution to journalReview article

High-Volume Hospitals
Percutaneous Coronary Intervention
Low-Volume Hospitals
Mortality
Quality of Health Care

Graphical Representations of Mortality Data with Confidence Intervals

Lu, T-H., Li, S-T. & Yin, W. H., 2017 Mar 1, In : Circulation: Cardiovascular Quality and Outcomes. 10, 3, e002763.

Research output: Contribution to journalArticle

Benchmarking
Coronary Disease
Software
Confidence Intervals
Mortality

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