FIMI 2003 - PDF Preprint Papers

FIMI 2003

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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

14 years 1 months ago

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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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Id	Views	Title	Status

1	210	COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation	claim
2	170	kDCI: a Multi-Strategy Algorithm for Mining Frequent Sets	claim
3	146	Mining Frequent Itemsets using Patricia Tries	claim
4	146	ARMOR: Association Rule Mining based on ORacle	claim
5	136	Intersecting data to closed sets with constraints	claim
6	123	Apriori, A Depth First Implementation	claim
7	120	MAFIA: A Performance Study of Mining Maximal Frequent Itemsets	claim
8	108	AFOPT: An Efficient Implementation of Pattern Growth Approach	claim
9	104	AIM: Another Itemset Miner	claim
10	95	Probabilistic Iterative Expansion of Candidates in Mining Frequent Itemsets	claim
11	88	A fast APRIORI implementation	claim
12	84	Detailed Description of an Algorithm for Enumeration of Maximal Frequent Sets with Irredundant Dualization	claim

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