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
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;
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
DOI :
10.1109/CCDC.2011.5968957
