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» XAR-miner: efficient association rules mining for XML data
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KDD
1994
ACM
214views Data Mining» more  KDD 1994»
14 years 1 months ago
Efficient Algorithms for Discovering Association Rules
Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo
KDD
2000
ACM
87views Data Mining» more  KDD 2000»
14 years 1 months ago
Efficient search for association rules
Geoffrey I. Webb
WWW
2006
ACM
14 years 10 months ago
Template guided association rule mining from XML documents
Compared with traditional association rule mining in the structured world (e.g. Relational Databases), mining from XML data is confronted with more challenges due to the inherent ...
Rahman Ali Mohammadzadeh, Sadegh Soltan, Masoud Ra...
FLAIRS
2007
14 years 3 days ago
An Extended Neural Gas Model for Efficient Data Mining Tasks
This paper presents a numerical association rule extraction method that is based on original quality measures which evaluate to what extent a numerical classification model behave...
Jean-Charles Lamirel, Shadi Al Shehabi
KDD
1997
ACM
208views Data Mining» more  KDD 1997»
14 years 1 months ago
Metarule-Guided Mining of Multi-Dimensional Association Rules Using Data Cubes
In this paper, we employ a novel approach to metarule-guided, multi-dimensional association rule mining which explores a data cube structure. We propose algorithms for metarule-gu...
Micheline Kamber, Jiawei Han, Jenny Chiang