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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 Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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

具先前領域知識大型支援向量機之研究

Li, S.

17-08-0118-07-31

Project: Research projectResearch

TOPSIS群體決策環境下整合策略之研究

Li, S.

16-08-0117-07-31

Project: Research projectResearch

具先前領域知識大型支援向量機之研究

Li, S.

16-08-0117-07-31

Project: Research projectResearch

Research Output 1994 2019

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

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

Li, S-T., Pham, T. T. & Chuang, H. C., 2018 Jan 1, (Accepted/In press) In : Information and Management.

Research output: Contribution to journalArticle

Linguistics
Rating
Social relations
Prediction model
Prediction
1 Citations

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

Text-Mining Application on CSR Report Analytics: A Study of Petrochemical Industry

Liu, S. H., Chen, S. Y. & Li, S-T., 2017 Nov 15, Proceedings - 2017 6th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2017. Institute of Electrical and Electronics Engineers Inc., p. 76-81 6 p. 8113215

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

Petrochemicals
Food safety
Explosions
Industry
Pipelines