DocumentCode
2411676
Title
Data-mining by probability-based patterns
Author
Karegar, M. ; Isazadeh, A. ; Fartash, F. ; Saderi, T. ; Navin, A. Habibizad
Author_Institution
Dept. of Comput. Eng., Islamic Azad Univ., Tabriz
fYear
2008
fDate
23-26 June 2008
Firstpage
353
Lastpage
360
Abstract
In this paper a new method is suggested for designing patterns in data-mining. These patterns are designed using probability rules in decision trees and are cared to be valid, novel, useful and understandable. By using the suggested patterns in data-mining, the system gets efficient information about the data stored in its data-bases and uses them in the best planning for special objectives.
Keywords
data mining; decision trees; probability; data mining; decision trees; probability-based patterns; Computer science; Data engineering; Data mining; Data warehouses; Decision trees; Information technology; Marketing and sales; Spatial databases; Terminology; Tree graphs; Data-mining; Graph; Pattern; Relation; Relationship; Risk Management; Tree;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology Interfaces, 2008. ITI 2008. 30th International Conference on
Conference_Location
Dubrovnik
ISSN
1330-1012
Print_ISBN
978-953-7138-12-7
Electronic_ISBN
1330-1012
Type
conf
DOI
10.1109/ITI.2008.4588435
Filename
4588435
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