Modified GUIDE (LM) algorithm for mining maximal high utility patterns from data streams

High utility pattern mining is an emerging research topic in the data mining field. Unlike frequent pattern mining, high utility pattern mining deals with non-binary databases, in which the information about purchased quantities of items is maintained. Due to the non-existence of anti-monotone prope...

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Veröffentlicht in:	International journal of computational intelligence systems Jg. 8; H. 3; S. 517 - 529
Hauptverfasser:	Manike, Chiranjeevi, Om, Hari
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Dordrecht Springer Netherlands 01.06.2015 Springer Nature B.V Springer
Schlagworte:	Algorithms Anti-monotone property Data mining Data transmission High utility patterns Maximal Patterns Pattern analysis Research Article Transaction projection Utilities Transaction projection Maximal Patterns High utility patterns Anti-monotone property Data mining
ISSN:	1875-6891, 1875-6883, 1875-6883
Online-Zugang:	Volltext
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