Tzu-Tsung Wong

Professor

  • 484 Citations
  • 11 h-Index
20002020

Research output per year

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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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Projects

Research Output

  • 484 Citations
  • 11 h-Index
  • 19 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 journalArticle

  • 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

  • 27 Citations (Scopus)
  • 16 Citations (Scopus)
  • 3 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

  • 214 Citations (Scopus)

    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