Projects per year
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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- 6 Similar Profiles
Classifiers
Engineering & Materials Science
Compositional Data
Mathematics
Microarrays
Engineering & Materials Science
Genes
Engineering & Materials Science
Parameter estimation
Engineering & Materials Science
Random variables
Engineering & Materials Science
Bayesian Statistics
Mathematics
Dirichlet Distribution
Mathematics
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2000 2020
Research Output 2003 2017
- 377 Citations
- 11 h-Index
- 18 Article
13
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
Statistical methods
10
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
Sampling
Statistics
2
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
Parameter estimation
Classifiers
Covariance matrix
Computational efficiency
Statistics
140
Citations
(Scopus)
Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation
Wong, T-T., 2015 Sep 1, In : Pattern Recognition. 48, 9, p. 2839-2846 8 p.Research output: Contribution to journal › Article
Sampling
Data mining
Statistical methods
5
Citations
(Scopus)
Generalized Dirichlet priors for Naïve Bayesian classifiers with multinomial models in document classification
Wong, T-T., 2014 Jan 1, In : Data Mining and Knowledge Discovery. 28, 1, p. 123-144 22 p.Research output: Contribution to journal › Article
Classifiers
Computational efficiency
Random variables
Thesis
K等分交叉驗證法所得分類正確率之相依性分析
Author: 敬泰, 蔡., 2017 Jul 28Supervisor: Wong, T. (Supervisor)
Student thesis: Master's Thesis
Naive Bayesian classifiers with multinomial models and noninformative generalized dirichlet priors for rRNA taxonomy assignment
Author: 冠良, 劉., 2015 Feb 2Supervisor: Wong, T. (Supervisor)
Student thesis: Doctoral Thesis
不同分類器的混合型離散化方法之一致性分析
Author: 柏翰, 黃., 2015 Jul 23Supervisor: Wong, T. (Supervisor)
Student thesis: Master's Thesis
不平衡資料檔下比較兩分類演算法效能之統計方法
Author: 哲玄, 林., 2016 Jul 6Supervisor: Wong, T. (Supervisor)
Student thesis: Master's Thesis
交叉驗證評估法對分類方法效能估計值之影響
Author: 敏如, 魏., 2018 Jun 19Supervisor: Wong, T. (Supervisor)
Student thesis: Master's Thesis