Various Bayesian Classifiers and Their Application Fields

Xiaodan DOU


The background and basic principle of Bayesian classification algorithm are briefly introduced at first, following with some different kinds of Bayesian classifiers and their application fields or scopes. Due to its simple calculation, high accuracy and high efficiency, Bayesian classification has been applied in variety of fields to replace manual or other methods. Through literature research, several typical examples are found and listed, including the usage of various classifiers in economics, finance, medicine, agriculture and so on. Meanwhile, the classification effect and future development of Bayes are also analyzed. 


Bayesian classifiers; Classification; Customer classification; Character recognition; Weather prognosis

Full Text:



Chen, C., Dong, Q., & Wu, Y. J. (2011). Research on Crop product Quality Mining based on Bayesian Classification. Journal of Anhui Agricultural Sciences, (02), 7448-7449.

Chen, J. N., Huang, H. K., Tian, F. Z., & Fu, S. J. (2007). Selective bayes classifier for incomplete data. Journal of computer Research and Development, (08), 1324-1330.

Deng, S., & Fu, C. H. (2008). Four Bayesian classifiers and their comparison. Journal of Shenyang Normal University (Natural science edition), 26(1), 31-33.

Fan, M., & Shi, W. R. (2010). Construction algorithm and application of hierarchical naïve Bayesian classifier. Journal of instrumentation, 31(004), 776-781.

He, W., Kong, M. R., & Zhao, H. Q. (2007). Research on weather prediction cased on Bayesian Classifier. Computer Engineering and Design, 28(015), 3780-3782.

Li, J. M., Sun, L. H., Zhang, Q. R., & Zhang, C. S. (2003). The utility model relates to a naïve Bayes classifier in text processing. Journal of Harbin Engineering University, 24(001), 71-74.

Lin, Z. Q., & Guo, J. (2002). The application of Bayesian Classifier in Handwritten Chinese Character Recognition. Journal of Electronics.

Obstacle avoidance of mobile robot based on Bayesian Classifier. Control Engineering of China, 11(004), 332-334.

Qian, Y. N., & Hu, Y. F. (2007). Stock selection using naïve Bayesian classification. Computer Applications and Software, (06), 90-92.

Sui, J. M., Jiang, Y., & Zhou, Z. H. (2007). Bayesian classification algorithm based on frequent itemset mining. Journal of Computer Research and Development, 44(008), 1293-1300.

The application of Bayesian Classification algorithm in the diagnosis of TCM clinical syndromes of coronary heart disease. Computer Applications and Research, (11), 164-166.

Wang, H. Y., & Xu, S. (2009). An automatic pulse recognition method based on Bayesian Classifier. Chinese Journal of Biomedical Engineering, 028(005), 735-742.

Wei, X. Q., Liu, H. L., Li, M. D. (2008). Application of Bayesian Classification mining technology in retail industry. Journal of Science and Technology of Western China, 007(027), 28-29.

Xiao, J., & He, C. Z. (2008). Structural Learning of Bayesian Classifier based on SODM and its application in customer classification. Journal of Scientific Management, (04), 56-62.

Yu, K. X. (0). Improvement and application of Naïve Bayes classification algorithm. (Doctoral dissertation)

Zhang, C. H., & Zhao, Xiao.Hu. (). Research on Identification of Suspicious Financial Transactions based on Bayesian Classification. Journal of Finance and Economics.



  • There are currently no refbacks.

Copyright (c) 2021 Management Science and Engineering

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

Share us to:   


  • How to do online submission to another Journal?
  • If you have already registered in Journal A, then how can you submit another article to Journal B? It takes two steps to make it happen:

1. Register yourself in Journal B as an Author

  • Find the journal you want to submit to in CATEGORIES, click on “VIEW JOURNAL”, “Online Submissions”, “GO TO LOGIN” and “Edit My Profile”. Check “Author” on the “Edit Profile” page, then “Save”.

2. Submission

  • Go to “User Home”, and click on “Author” under the name of Journal B. You may start a New Submission by clicking on “CLICK HERE”.

We only use three mailboxes as follows to deal with issues about paper acceptance, payment and submission of electronic versions of our journals to databases:;;

 Articles published in Management Science and Engineering are licensed under Creative Commons Attribution 4.0 (CC-BY).


Address:1020 Bouvier Street, Suite 400, Quebec City, Quebec, G2K 0K9, Canada.

Telephone: 1-514-558 6138
Http:// Http://

Copyright © 2010 Canadian Research & Development Centre of Sciences and Cultures