DocumentCode
1983546
Title
The comparison of application of TAN and Markov
Author
Xie, Dongdong ; Hao, Wenning ; Chen, Gang ; Jin, Dawei ; Zhao, Shuining
Author_Institution
Eng. Inst. of Corps of Eng., PAL Univ. of Sci. & Technol., Nanjing, China
fYear
2011
fDate
16-18 Sept. 2011
Firstpage
885
Lastpage
888
Abstract
The TAN classifiers based on bayes network are often used in classifying. This paper use TAN classifiers based on bayes network, Markov network and Neural Networks to classify the data of consumers´ information and the reduplicated data separately, and compare the results. And found there are some advantages in efficiency and precision to use TAN classifiers in classifying of a great deal of data.
Keywords
Markov processes; belief networks; neural nets; pattern classification; Bayes network; Markov network; TAN classifiers; consumer information data; neural networks; Bayesian methods; Data mining; Intelligent systems; Machine learning; Markov random fields; Software; TAN; classifiers; network structure; reduplicated data;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location
Yichang
Print_ISBN
978-1-4244-8162-0
Type
conf
DOI
10.1109/ICECENG.2011.6057533
Filename
6057533
Link To Document