DocumentCode
2525560
Title
Research on data mining algorithms for glutamic acid fermentation process
Author
Wang, Guicheng ; Yu, Changsheng ; Zhang, Zhansheng ; Yan, Minxiu ; Zhang, Min
Author_Institution
Shenyang Univ. of Chem. Technol., Shenyang, China
fYear
2011
fDate
23-25 May 2011
Firstpage
4167
Lastpage
4172
Abstract
It is analyzed for glutamic acid fermentation process data, and constructed data mining solution based on SSAS. It is used SQL data mining extension to create and train model, and obtain corresponding prediction. This paper discussed the decision trees algorithm based on SQL, and stored data mining model in PMML standards, it is used this algorithm to analyze the study of glutamic acid fermentation process data and obtained the ideal predicting results.
Keywords
SQL; chemical engineering computing; data mining; decision trees; fermentation; PMML standards; SQL data mining extension; SSAS; data mining algorithms; decision trees algorithm; glutamic acid fermentation process; Algorithm design and analysis; Data mining; Data models; Databases; Decision trees; Predictive models; Production; Data Mining; Decision Tree; Glutamic Acid Fermentation; SSAS;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location
Mianyang
Print_ISBN
978-1-4244-8737-0
Type
conf
DOI
10.1109/CCDC.2011.5968957
Filename
5968957
Link To Document