Personal profile
Education
- 1998 PhD, Industrial Engineering, University of Wisconsin-Madison
Research Interests
- Bayesian Statistics
- Compositional Data Analysis
- Data Mining
- System Reliability
Experience
- 1999/08 ~ 2000/08 Assistant Professor, Lunghwa University of Science and Technology
- 2000/08 ~ 2005/08 Assistant Professor, Department of Industrial Information Managrment Institute of Information Management, National Cheng Kung University
- 2005/08 ~ 2011/08 Associate Professor, Department of Industrial Information Managrment Institute of Information Management, National Cheng Kung University
- 2011/08~ present Professor, Department of Industrial Information Managrment Institute of Information Management, National Cheng Kung University
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 15 Finished
Research output
- 27 Article
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Multi-interval monotonic data transformation for privacy-preserving data mining in rule-based classification
Wong, T. T. & Su, J. L., 2026 Dec, In: Knowledge and Information Systems. 68, 1, 93.Research output: Contribution to journal › Article › peer-review
Open Access -
A consistency analysis on four evaluation metrics for classifying imbalanced data
Wong, T. T. & Chung, P. C., 2025, (Accepted/In press) In: Knowledge and Information Systems.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus) -
An association analysis of high-price inventory items for semiconductor industry
Wong, T. T. & Chen, Y. J., 2025 Jun, In: Asia Pacific Management Review. 30, 2, 100348.Research output: Contribution to journal › Article › peer-review
Open Access -
Linear Approximation of F-Measure for the Performance Evaluation of Classification Algorithms on Imbalanced Data Sets
Wong, T. T., 2022 Feb 1, In: IEEE Transactions on Knowledge and Data Engineering. 34, 2, p. 753-763 11 p.Research output: Contribution to journal › Article › peer-review
17 Link opens in a new tab Citations (Scopus) -
Multinomial naïve Bayesian classifier with generalized Dirichlet priors for high-dimensional imbalanced data
Wong, T. T. & Tsai, H. C., 2021 Sept 27, In: Knowledge-Based Systems. 228, 107288.Research output: Contribution to journal › Article › peer-review
16 Link opens in a new tab Citations (Scopus)