研究人才詳細資料
主要學歷
| 出版年月 | 著作類別 | 著作名稱 | 作者 | 收錄出處 |
|---|---|---|---|---|
| 2022-02 | 期刊論文 | Linear approximation of F-measure for the performance evaluation of classification algorithms on imbalanced data sets | Tzu-Tsung Wong | IEEE Transactions on Knowledge and Data Engineering |
| 2021-09 | 期刊論文 | Multinomial naïve Bayesian classifier with generalized Dirichlet priors for high-dimensional imbalanced data | Tzu-Tsung Wong, Hsing-Chen Tsai | Knowledge-Based Systems |
| 2021-01 | 期刊論文 | The impact of coating ingredients on the aging resistance of topcoat paints by model trees | Tzu-Tsung Wong, Shih-Hsuan Hung | Advances in Technology Innovation |
| 2020-08 | 期刊論文 | Reliable accuracy estimates from k-fold cross validation | Tzu-Tsung Wong, Po-Yang Yeh | IEEE Transactions on Knowledge and Data Engineering |
| 2020-05 | 期刊論文 | Hybrid classification algorithms based on instance filtering | Tzu-Tsung Wong, Nai-Yu Yang, Guo-Hong Chen | Information Sciences |
| 2018-01 | 期刊論文 | Latent Dirichlet allocation naïve Bayes | Tzu-Tsung Wong, Nai-Yu Yang |
資管學報 Journal of Information Management |
| 2017-11 | 期刊論文 | Dependency analysis of accuracy estimates in k-fold cross validation | Tzu-Tsung Wong, Nai-Yu Yang | IEEE Transactions on Knowledge and Data Engineering |
| 2017-05 | 期刊論文 | Parametric methods for comparing the performance of two classification algorithms evaluated by k-fold cross validation on multiple data sets | Tzu-Tsung Wong | Pattern Recognition |
| 2016-12 | 期刊論文 | An efficient parameter estimation method for generalized Dirichlet priors in naïve Bayesian classifiers with multinomial models | Tzu-Tsung Wong, Chao-Rui Liu | Pattern Recognition |
| 2015-09 | 期刊論文 | Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation | Tzu-Tsung Wong | Pattern Recognition |
| 2015-01 | 期刊論文 | Dirichlet priors for Markov naïve Bayesian classifiers with multinomial model for gene sequence data | Tzu-Tsung Wong, Kuan-Liang Liu, Yun-Da Han |
資訊管理學報 Journal of Information Management |
| 2014-01 | 期刊論文 | Generalized Dirichlet priors for naïve Bayesian classifiers with multinomial models in document classification | Tzu-Tsung Wong | Data Mining and Knowledge Discovery |
| 2013-09 | 期刊論文 | Naïve Bayesian classifiers with multinomial models for rRNA taxonomic assignment | Kuan-Liang Liu, Tzu-Tsung Wong | IEEE/ACM Transactions on Computational Biology and Bioinformatics |
| 2012- | 期刊論文 | A hybrid discretization method for naïve Bayesian classifiers | Tzu-Tsung Wong | Pattern Recognition |
| 2011-05 | 期刊論文 | Individual attribute prior setting methods for naïve Bayesian classifiers | T. T. Wong*, L. H. Chang | Pattern Recognition |
| 2011--- | 期刊論文 | A gene selection method for microarray data based on risk genes | T. T. Wong*, D. Q. Chen | Expert Systems with Applications |
| 2010-07 | 期刊論文 | Parameter estimation for generalized Dirichlet distributions from the sample estimates of the first and the second moments of random variables | T. T. Wong | Computational Statistics and Data Analysis |
| 2010--- | 期刊論文 | A probabilistic mechanism based on clustering analysis and distance measure for subset gene selection | T. T. Wong*, K. L. Liu | Expert Systems with Applications |
| 2009-04 | 期刊論文 | Alternative prior assumptions for improving the performance of naïve Bayesian classifiers | T. T. WOng | Data Mining and Knowledge Discovery |
| 2008--- | 期刊論文 | Two-stage classification methods for microarray data | T. T. Wong*, C. H. Hsu | Expert Systems with Applications |
| 2007--- | 期刊論文 | Perfect aggregation of Bayesian analysis on compositional data | Wong, T. T. | Statistical Papers |
| 2005--- | 期刊論文 | A Bayesian Approach Employing Generalized Dirichlet Priors in Predicting Microchip Yields | Wong, Tzu-Tsung | Journal of the Chinese Institute of Industrial Engineers |
| 2005--- | 期刊論文 | Key Factors for Small and Medium Enterprises in Taiwan to Successfully Implement Information Systems | Wong T. T. and Lu, Y. T. | International Journal of Management and Enterprise Development |
| 2005--- | 期刊論文 | Mining negative contrast sets from data with discrete attributes | Wong, T. T.*, Tseng, K. L. | Expert Systems with Applications |
| 2003--- | 期刊論文 | Implications of the Dirichlet Assumption for Discretization of Continuous Attributes in Naïve Bayesian Classifiers | Hsu, C. N., Huang, H. J., and Wong, T. T. | Machine Learning |
| 2000--- | 研討會論文 | Why Discretization Works for Naive Bayesian Classifiers | Hsu, C. N., Huang, H. J. and Wong, T. T. | |
| 1998--- | 期刊論文 | Generalized Dirichlet Distribution in Bayesian Analysis | Wong, T. T. | Applied Mathematics and Computation |