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

Data Mining and Knowledge Discovery ◽

10.1007/s10618-012-0296-4 ◽

2012 ◽

Vol 28 (1) ◽

pp. 123-144 ◽

Author(s):

Tzu-Tsung Wong

Keyword(s):

Document Classification ◽

Bayesian Classifiers ◽

Naive Bayesian ◽

Multinomial Models ◽

Naïve Bayesian ◽

Dirichlet Priors ◽

Generalized Dirichlet

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

Pattern Recognition ◽

10.1016/j.patcog.2016.04.019 ◽

2016 ◽

Vol 60 ◽

pp. 62-71 ◽

Author(s):

Tzu-Tsung Wong ◽

Chao-Rui Liu

Keyword(s):

Parameter Estimation ◽

Estimation Method ◽

Bayesian Classifiers ◽

Naive Bayesian ◽

Multinomial Models ◽

Parameter Estimation Method ◽

Naïve Bayesian ◽

Dirichlet Priors ◽

Generalized Dirichlet

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Multinomial naïve Bayesian classifier with generalized Dirichlet priors for high-dimensional imbalanced data

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.107288 ◽

2021 ◽

pp. 107288

Author(s):

Tzu-Tsung Wong ◽

Hsing-Chen Tsai

Keyword(s):

Imbalanced Data ◽

Bayesian Classifier ◽

High Dimensional ◽

Naïve Bayesian Classifier ◽

Naive Bayesian ◽

Naive Bayesian Classifier ◽

Naïve Bayesian ◽

Dirichlet Priors ◽

Generalized Dirichlet

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Naïve Bayesian Classifiers with Multinomial Models for rRNA Taxonomic Assignment

IEEE/ACM Transactions on Computational Biology and Bioinformatics ◽

10.1109/tcbb.2013.114 ◽

2013 ◽

Vol 10 (5) ◽

pp. 1-1 ◽

Author(s):

Kuan-Liang Liu ◽

Tzu-Tsung Wong

Keyword(s):

Bayesian Classifiers ◽

Taxonomic Assignment ◽

Naive Bayesian ◽

Multinomial Models ◽

Naïve Bayesian

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Alternative prior assumptions for improving the performance of naïve Bayesian classifiers

Data Mining and Knowledge Discovery ◽

10.1007/s10618-008-0101-6 ◽

2008 ◽

Vol 18 (2) ◽

pp. 183-213 ◽

Author(s):

Tzu-Tsung Wong

Keyword(s):

Bayesian Classifiers ◽

Naive Bayesian ◽

Naïve Bayesian

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Enrichment of High-Throughput Screening Data with Increasing Levels of Noise Using Support Vector Machines, Recursive Partitioning, and Laplacian-Modified Naive Bayesian Classifiers

Journal of Chemical Information and Modeling ◽

10.1021/ci050374h ◽

2006 ◽

Vol 46 (1) ◽

pp. 193-200 ◽

Author(s):

Meir Glick ◽

Jeremy L. Jenkins ◽

James H. Nettles ◽

Hamilton Hitchings ◽

John W. Davies

Keyword(s):

Support Vector Machines ◽

High Throughput ◽

High Throughput Screening ◽

Recursive Partitioning ◽

Support Vector ◽

Bayesian Classifiers ◽

Naive Bayesian ◽

Naïve Bayesian ◽

Vector Machines

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On the Use of Naive Bayesian Classifiers for Detecting Elementary and Coordinated Attacks

Fundamenta Informaticae ◽

10.3233/fi-2010-373 ◽

2010 ◽

Vol 105 (4) ◽

pp. 435-466 ◽

Author(s):

Tayeb Kenaza ◽

Karim Tabia ◽

Salem Benferhat

Keyword(s):

Bayesian Classifiers ◽

Naive Bayesian ◽

Naïve Bayesian

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A Method to Boost Naïve Bayesian Classifiers

Advances in Knowledge Discovery and Data Mining - Lecture Notes in Computer Science ◽

10.1007/3-540-47887-6_11 ◽

2002 ◽

pp. 115-122 ◽

Author(s):

Lili Diao ◽

Keyun Hu ◽

Yuchang Lu ◽

Chunyi Shi

Keyword(s):

Bayesian Classifiers ◽

Naive Bayesian ◽

Naïve Bayesian

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Publishing naive Bayesian classifiers

Proceedings of the VLDB Endowment ◽

10.14778/1687627.1687759 ◽

2009 ◽

Vol 2 (1) ◽

pp. 1174-1185 ◽

Author(s):

Barzan Mozafari ◽

Carlo Zaniolo

Keyword(s):

Bayesian Classifiers ◽

Naive Bayesian ◽

Naïve Bayesian

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Using differential evolution for fine tuning naïve Bayesian classifiers and its application for text classification

Applied Soft Computing ◽

10.1016/j.asoc.2016.12.043 ◽

2017 ◽

Vol 54 ◽

pp. 183-199 ◽

Author(s):

Diab M. Diab ◽

Khalil M. El Hindi

Keyword(s):

Differential Evolution ◽

Text Classification ◽

Fine Tuning ◽

Bayesian Classifiers ◽

Naive Bayesian ◽

Naïve Bayesian

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Extending Naive Bayesian Classifiers with continuous attributes using tree-like Graphical Models

Journal of Convergence Information Technology ◽

10.4156/jcit.vol7.issue10.48 ◽

2012 ◽

Vol 7 (10) ◽

pp. 405-411

Author(s):

Du Ruijie ◽

Wang Shuangcheng ◽

Wang Hanxing ◽

Yu Minjie

Keyword(s):

Graphical Models ◽

Bayesian Classifiers ◽

Naive Bayesian ◽

Naïve Bayesian

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