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FIMI
2003

210views Data Mining» more FIMI 2003»

COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation

13 years 6 months ago

Download sunsite.informatik.rwth-aachen.de

Existing association rule mining algorithms suffer from many problems when mining massive transactional datasets. Some of these major problems are: (1) the repetitive I/O disk sca...

Osmar R. Zaïane, Mohammad El-Hajj

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FIMI
2003

146views Data Mining» more FIMI 2003»

ARMOR: Association Rule Mining based on ORacle

13 years 6 months ago

Download dsl.serc.iisc.ernet.in

In this paper, we ﬁrst focus our attention on the question of how much space remains for performance improvement over current association rule mining algorithms. Our strategy is...

Vikram Pudi, Jayant R. Haritsa

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FIMI
2003

170views Data Mining» more FIMI 2003»

kDCI: a Multi-Strategy Algorithm for Mining Frequent Sets

13 years 6 months ago

Download sunsite.informatik.rwth-aachen.de

This paper presents the implementation of kDCI, an enhancement of DCI [10], a scalable algorithm for discovering frequent sets in large databases. The main contribution of kDCI re...

Salvatore Orlando, Claudio Lucchese, Paolo Palmeri...

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