Projects per year
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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Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects
- 19 Finished
Research Output
Validity of ICD-10-CM codes used to identify patients with chronic hepatitis B and C virus infection in administrative claims data from the Taiwan national health insurance outpatient claims dataset
Sheu, M. J., Liang, F. W., Li, S. T., Li, C. Y. & Lu, T. H., 2020 Jan 1, In : Clinical Epidemiology. 12, p. 185-192 8 p.Research output: Contribution to journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 proceeding › Conference contribution
Thesis
A Case Study of eWOM:The Invisible Hand to create Blockbuster Success
Author: 忻怡, 林., 2014 Jan 22Supervisor: 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 25Supervisor: Li, S. (Supervisor)
Student thesis: Master's Thesis
A Hidden Topic Model for Prediction of crowdfunding Campaigns
Author: 晉愷, 許., 2018 Jun 14Supervisor: 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 11Supervisor: Li, S. (Supervisor)
Student thesis: Master's Thesis
A Parallelized Conjugate Gradient Algorithm for Monotonicity Constrained Support Vector Machines
Author: 琦, 周., 2016 Jul 22Supervisor: Li, S. (Supervisor)
Student thesis: Master's Thesis