DocumentCode
3168629
Title
Data mining experiments on hop processing data
Author
Grzymala-Busse, Jerzy W. ; Hippe, Zdzislaw S. ; Mroczek, Teresa ; Roj, Edward ; Skowronski, Boleslaw
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Kansas Univ., Lawrence, KS, USA
fYear
2005
fDate
6-9 Nov. 2005
Abstract
This paper presents results on research conducted on three hop processing data sets using two data mining methods: rule induction and belief network generation. We briefly describe the hop processing and reasons for inconsistency in the corresponding data sets. Then we discuss the significance of knowledge in the form of rules acquired by both applied data mining methods. Finally, we present validation results for both methods.
Keywords
belief networks; data mining; knowledge based systems; belief network generation; data mining; hop processing; rule induction; Artificial intelligence; Computer network management; Data mining; Electrical resistance measurement; Engineering management; Expert systems; Fertilizers; Information management; Information technology; Technology management;
fLanguage
English
Publisher
ieee
Conference_Titel
Hybrid Intelligent Systems, 2005. HIS '05. Fifth International Conference on
Print_ISBN
0-7695-2457-5
Type
conf
DOI
10.1109/ICHIS.2005.32
Filename
1587745
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