| 學校名稱 | 國別 | 系所 | 學位 | 起迄年月 |
|---|---|---|---|---|
| 威斯康辛大學 | 美國 | 工業工程所 | 博士 | 8209 ~ 8712 |
Wong, Tzu-Tsung Professor
Personal Profile
翁慈宗Wong, Tzu-Tsung
Job Title
Professor
- tzutsung@mail.ncku.edu.tw
- 53722
- 61303
Personal Web
Information
Data Mining、Bayesian Statistics、Compositional Data Analysis、System Reliability
| 服務機關 | 職稱 | 起迄年月 |
|---|---|---|
| 國立成功大學 | 教授 | 1000801 ~ 迄今 |
| 國立成功大學 | 副教授 | 940801 ~ 1000801 |
| 國立成功大學 | 助理教授 | 890801 ~ 940801 |
| 龍華技術學院 | 助理教授 | 880801 ~ 890801 |
Research
| 學年度 | 著作 | 著作人 |
|---|---|---|
| 2015 | Wong, Tzu-Tsung,2015,Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation,PATTERN RECOGNITION; PATTERN RECOGNITION,48(9),pp2839-2846 (SCI) | 翁慈宗 |
| 2014 | Wong, TT,2014,Generalized Dirichlet priors for Naive Bayesian classifiers with multinomial models in document classification,DATA MINING AND KNOWLEDGE DISCOVERY; DATA MINING AND KNOWLEDGE DISCOVERY,28,1,pp123-144 (SCI) | 翁慈宗 |
| 2013 | Kuan-Liang Liu; Tzu-Tsung Wong,2013,Naive Bayesian classifiers with multinomial models for rRNA taxonomic assignment,IEEE Transactions on Computational Biology and Bioinformatics;, (SCI) | 翁慈宗 |
| 2012 | *Wong, T. T.,2012,A hybrid discretization method for naive Bayesian classifiers,Pattern Recognition;,45,6,pp2321-2325 (SCI) | 翁慈宗 |
| 2012 | *Wong, T. T.,2012,Generalized Dirichlet priors for naive Bayesian classifiers with multinomial models in document classification,(accepted by) Data Mining and Knowledge Discovery;, (SCI) | 翁慈宗 |
| 2011 | *Wong, T. T.; Chang, L.-H.,,2011,Individual attribute prior setting methods for naive Bayesian classifiers,Pattern Recognition;,44,5,pp1041-1047 (SCI) | 翁慈宗 |
| 2011 | *Wong, T. T.; Chen, D.-Q.,,2011,A gene selection method for microarray data based on risk genes,Expert Systems with Applications;,38,11,pp14065-14071 (SCI) | 翁慈宗 |
| 2010 | Wong, T. T.,2010,Parameter estimation for generalized Dirichlet distributions from the sample estimates of the first and the second moments of random variables,COMPUTATIONAL STATISTICS & DATA ANALYSIS;,54,7,pp1756-1765 (SCI) | 翁慈宗 |
| 2010 | Wong, T. T.; Liu K. L.,2010,A Probabilistic mechanism based on clustering analysis and distance measure for subset gene selection,EXPERT SYSTEMS WITH APPLICATIONS;,37,3,pp2144-2149 (SCI) | 翁慈宗 |
| 2009 | *Wong, T. T.,2009,Alternative prior assumptions for improving the performance of naive Bayesian classifiers,DATA MINING AND KNOWLEDGE DISCOVERY;,18,2,pp183-213 (SCI) | 翁慈宗 |
| 2008 | Wong T. T.; Hsu C. H.,2008,
Two-stage classification methods for microarray data ,Expert Systems with Applications;,34,1,pp375-383 (SCI) |
翁慈宗 |
| 2007 | Wong, T. T.,2007,Perfect aggregation of Bayesian analysis on compositional data,STATISTICAL PAPERS;,48,2,pp265-282 (SCI) | 翁慈宗 |
| 2005 | Wong T. T.,2005,
A Bayesian Approach Employing Generalized Dirichlet Priors in Predicting Microchip Yields ,Journal of the Chinese Institute of Industrial Engineers,22,3,pp210-217 (TSSCI) |
翁慈宗 |
| 2005 | Wong T. T.; Lu, Y. T.,2005,Key Factors for Small and Medium Enterprises in Taiwan to Successfully Implement Information Systems,International Journal of Management and Enterprise Development;,2,1,pp106-121 (other) | 翁慈宗 |
| 2005 | Wong, T. T.,2005,A Bayesian Approach Employing Generalized Dirichlet Priors in Predicting Microchip Yields,Journal of the Chinese Institute of Industrial Engineers;,22,3,pp210-217 (TSSCI) | 翁慈宗 |
| 2005 | Wong, T. T.; Tseng, K. L.,2005,Mining negative contrast sets from data with discrete attributes,Expert Systems with Applications;,29,2,pp401-407 (SCI) | 翁慈宗 |
| 2003 | *Hsu C. N.; Huang H. J. ; Wong T. T.,2003,
Implications of the Dirichlet Assumption for Discretization of Continuous Arttributes in Naive Bayesian Classifiers ,Machine Learning;,53,pp235-263 (SCI) |
翁慈宗 |
| 學年度 | 著作 | 著作人 |
|---|---|---|
| 2009 | Liu, K. L.; Wong, T. T.; Xie, G.; Hengartner, W. N.,2009,Improving Naive Bayesian Classifier for Metagenomic reads assignment,,Proceedings of the International Conference on Bioinformatics & Computational Biology;, | 翁慈宗 |
| 2009 | Liu, K.L.; Wong, T. T.,2009,Genome signature based on Bayesian Markov model.,The 20th International Conference on Information Management.;, | 翁慈宗 |
| 2000 | *Hsu C. N.; Huang H. J. ; Wong T. T.,2000,
Why Discretization Works for Naive Bayesian Classifiers , |
翁慈宗 |
| 年度 | 計畫名稱 | 參與人 | 計畫時間 |
|---|---|---|---|
| 2017 | 使用k等分交互驗證法評估分類方法效能之研究 | 2017/08/01 ~ 2018/07/31 |
|
| 2015 | 可於資料前置處理階段使用的混合型離散化方法之研究 | 2015/08/01 ~ 2016/07/31 |
|
| 2013 | 用多項式簡易貝氏分類器處理高維度資料時求取廣義狄氏先驗分配參數之方法 | 2013/08/01 ~ 2014/07/31 |
|
| 2011 | 多源基因體序列資料的特徵選取與貝氏分類方法之研究 | 2011/08/01 ~ 2012/07/31 |
|
| 2009 | 多項式簡易貝氏分類器中廣義狄氏先驗分配進行文件分類之參數設定方法 | 2009/08/01 ~ 2010/07/31 |
|
| 2008 | 以致病基因集為先驗資訊的集合基因選取法 | 2008/08/01 ~ 2009/07/31 |
|
| 2007 | 以叢集分析與距離測度為基礎之無歸納偏置集合基因選取法 | 2007/08/01 ~ 2008/07/31 |
|
| 2006 | 以距離測度為基礎的無歸納偏置集合基因排序法 | 2006/08/01 ~ 2007/07/31 |
|
| 2000 | 用貝式統計分析來做晶片生產的預測 | 林定玉 | 2000/08/01 ~ 2001/07/31 |