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1

Parameter estimation for generalized Dirichlet distributions from the sample estimates of the first and the second moments of random variables

Journal:

Computational Statistics & Data Analysis

Year:

2010

Language:

english

File:

PDF, 392 KB

english, 2010

2

Generalized Dirichlet distribution in Bayesian analysis

Journal:

Applied Mathematics and Computation

Year:

1998

Language:

english

File:

PDF, 725 KB

english, 1998

3

Generalized Dirichlet priors for Naïve Bayesian classifiers with multinomial models in document classification

Wong, Tzu-Tsung

Journal:

Data Mining and Knowledge Discovery

Year:

2014

Language:

english

File:

PDF, 370 KB

english, 2014

4

Naïve Bayesian Classifiers with Multinomial Models for rRNA Taxonomic Assignment

Liu, Kuan-Liang, Wong, Tzu-Tsung

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2013

Language:

english

File:

PDF, 432 KB

english, 2013

5

A BAYESIAN APPROACH EMPLOYING GENERALIZED DIRICHLET PRIORS IN PREDICTING MICROCHIP YIELDS

Wong, Tzu-Tsung

Journal:

Journal of the Chinese Institute of Industrial Engineers

Year:

2005

Language:

english

File:

PDF, 153 KB

english, 2005

6

Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation

Wong, Tzu-Tsung

Journal:

Pattern Recognition

Year:

2015

Language:

english

File:

PDF, 328 KB

english, 2015

7

An efficient parameter estimation method for generalized Dirichlet priors in naïve Bayesian classifiers with multinomial models

Wong, Tzu-Tsung, Liu, Chao-Rui

Journal:

Pattern Recognition

Year:

2016

Language:

english

File:

PDF, 769 KB

english, 2016

8

Linear Approximation of F-measure for the Performance Evaluation of Classification Algorithms on Imbalanced Data Sets

Wong, Tzu-Tsung

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2020

File:

PDF, 7.31 MB

2020

9

Mining negative contrast sets from data with discrete attributes

Tzu-Tsung Wong, Kuo-Lung Tseng

Journal:

Expert Systems with Applications

Year:

2005

Language:

english

File:

PDF, 119 KB

english, 2005

10

A gene selection method for microarray data based on risk genes

Tzu-Tsung Wong, Ding-Qun Chen

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 244 KB

english, 2011

11

Individual attribute prior setting methods for naïve Bayesian classifiers

Tzu-Tsung Wong, Liang-Hao Chang

Journal:

Pattern Recognition

Year:

2011

Language:

english

File:

PDF, 212 KB

english, 2011

12

Perfect aggregation of Bayesian analysis on compositional data

Journal:

Statistical Papers

Year:

2007

Language:

english

File:

PDF, 812 KB

english, 2007

13

Alternative prior assumptions for improving the performance of naïve Bayesian classifiers

Journal:

Data Mining and Knowledge Discovery

Year:

2009

Language:

english

File:

PDF, 431 KB

english, 2009

14

Two-stage classification methods for microarray data

Tzu-Tsung Wong, Ching-Han Hsu

Journal:

Expert Systems with Applications

Year:

2008

Language:

english

File:

PDF, 174 KB

english, 2008

15

A Probabilistic mechanism based on clustering analysis and distance measure for subset gene selection

Tzu-Tsung Wong, Kuan-Liang Liu

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 230 KB

english, 2010

16

A hybrid discretization method for naïve Bayesian classifiers

Journal:

Pattern Recognition

Year:

2012

Language:

english

File:

PDF, 151 KB

english, 2012

17

Key factors for small and medium enterprises in Taiwan to successfully implement information systems

Wong, Tzu-Tsung, Lu, Yin-Tse

Journal:

International Journal of Management and Enterprise Development

Year:

2005

Language:

english

File:

PDF, 332 KB

english, 2005

18

Parametric methods for comparing the performance of two classification algorithms evaluated by k-fold cross validation on multiple data sets

Wong, Tzu-Tsung

Journal:

Pattern Recognition

Year:

2017

Language:

english

File:

PDF, 971 KB

english, 2017

19

Dependency Analysis of Accuracy Estimates in k-fold Cross Validation

Wong, Tzu-Tsung, Yang, Nai-Yu

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2017

Language:

english

File:

PDF, 1.92 MB

english, 2017

20

Hybrid Classification Algorithms Based on Instance Filtering

Wong, Tzu-Tsung, Yang, Nai-Yu, Chen, Guo-Hong

Journal:

Information Sciences

Year:

2020

File:

PDF, 478 KB

2020