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
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.
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.
Research Output 1994 2019
4
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 journal › Article
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 proceeding › Conference contribution
Support vector machines
neural network
learning
ability
knowledge
2
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 1, In : Information and Management. 56, 1, p. 28-38 11 p.Research output: Contribution to journal › Article
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 journal › Review 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 journal › Article
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 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