• 381 Citations
  • 11 h-Index
20002020
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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

Fingerprint Dive into the research topics where Tzu-Tsung Wong is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 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

  • 381 Citations
  • 11 h-Index
  • 18 Article
15 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 journalArticle

Statistical methods
10 Citations (Scopus)
Sampling
Statistics
2 Citations (Scopus)
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 journalArticle

Sampling
Data mining
Statistical methods
5 Citations (Scopus)
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 28

Supervisor: 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 2

Supervisor: 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 23

Supervisor: 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 6

Supervisor: 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 19

Supervisor: Wong, T. (Supervisor)

Student thesis: Master's Thesis