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» Rare Association Rule Mining via Transaction Clustering
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AUSDM
2008
Springer
228views Data Mining» more  AUSDM 2008»
13 years 6 months ago
Rare Association Rule Mining via Transaction Clustering
Yun Sing Koh, Russel Pears
IJAIT
2007
180views more  IJAIT 2007»
13 years 4 months ago
Detection and Prediction of Rare Events in Transaction Databases
Rare events analysis is an area that includes methods for the detection and prediction of events, e.g. a network intrusion or an engine failure, that occur infrequently and have s...
Christos Berberidis, Ioannis P. Vlahavas
IJCNN
2007
IEEE
13 years 10 months ago
An Associative Memory for Association Rule Mining
— Association Rule Mining is a thoroughly studied problem in Data Mining. Its solution has been aimed for by approaches based on different strategies involving, for instance, the...
Vicente O. Baez-Monroy, Simon O'Keefe
DMKD
1997
ACM
198views Data Mining» more  DMKD 1997»
13 years 8 months ago
Clustering Based On Association Rule Hypergraphs
Clustering in data mining is a discovery process that groups a set of data such that the intracluster similarity is maximized and the intercluster similarity is minimized. These d...
Eui-Hong Han, George Karypis, Vipin Kumar, Bamshad...
KDD
1997
ACM
159views Data Mining» more  KDD 1997»
13 years 7 months ago
New Algorithms for Fast Discovery of Association Rules
Discovery of association rules is an important problem in database mining. In this paper we present new algorithms for fast association mining, which scan the database only once, ...
Mohammed Javeed Zaki, Srinivasan Parthasarathy, Mi...