Tzu-Tsung Wong

Professor

Institute of Information Management

Phone886 6 2757575 ext 53722
Emailtzutsung@mail.ncku.edu.tw

Source: Scopus
Calculated based on no. of publications stored in Pure and citations from Scopus

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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

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1 Active
12 Finished

簡易貝氏分類器於不平衡資料上效能改善之研究
Wong, T.
20-08-01 → 21-07-31
Project: Research project
簡易貝氏分類器於不平衡資料上效能改善之研究
Wong, T.
19-08-01 → 20-07-31
Project: Research project
使用k等分交互驗證法評估分類方法效能之研究
Wong, T.
17-08-01 → 18-07-31
Project: Research project
可於資料前置處理階段使用的混合型離散化方法之研究
Wong, T.
16-08-01 → 17-07-31
Project: Research project
可於資料前置處理階段使用的混合型離散化方法之研究
Wong, T.
15-08-01 → 16-07-31
Project: Research project

647 Citations
11 h-Index
20 Article

Hybrid classification algorithms based on instance filtering
Wong, T. T., Yang, N. Y. & Chen, G. H., 2020 May, In: Information sciences. 520, p. 445-455 11 p.
Research output: Contribution to journal › Article › peer-review
Reliable Accuracy Estimates from k-Fold Cross Validation
Wong, T. T. & Yeh, P. Y., 2020 Aug 1, In: IEEE Transactions on Knowledge and Data Engineering. 32, 8, p. 1586-1594 9 p., 8698831.
Research output: Contribution to journal › Article › peer-review
20 Citations (Scopus)
Dependency Analysis of Accuracy Estimates in k-Fold Cross Validation
Wong, T. T. & Yang, N. Y., 2017 Nov 1, In: IEEE Transactions on Knowledge and Data Engineering. 29, 11, p. 2417-2427 11 p., 8012491.
Research output: Contribution to journal › Article › peer-review
40 Citations (Scopus)
Parametric methods for comparing the performance of two classification algorithms evaluated by k-fold cross validation on multiple data sets
Wong, T. T., 2017 May 1, In: Pattern Recognition. 65, p. 97-107 11 p.
Research output: Contribution to journal › Article › peer-review
21 Citations (Scopus)
An efficient parameter estimation method for generalized Dirichlet priors in naïve Bayesian classifiers with multinomial models
Wong, T. T. & Liu, C. R., 2016 Dec 1, In: Pattern Recognition. 60, p. 62-71 10 p.
Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus)