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» Further Pruning for Efficient Association Rule Discovery
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BMCBI
2008
158views more  BMCBI 2008»
13 years 5 months ago
VarDetect: a nucleotide sequence variation exploratory tool
Background: Single nucleotide polymorphisms (SNPs) are the most commonly studied units of genetic variation. The discovery of such variation may help to identify causative gene mu...
Chumpol Ngamphiw, Supasak Kulawonganunchai, Anunch...
TCS
2008
13 years 5 months ago
Itemset frequency satisfiability: Complexity and axiomatization
Computing frequent itemsets is one of the most prominent problems in data mining. We study the following related problem, called FREQSAT, in depth: given some itemset-interval pai...
Toon Calders
CINQ
2004
Springer
116views Database» more  CINQ 2004»
13 years 9 months ago
A Survey on Condensed Representations for Frequent Sets
Abstract. Solving inductive queries which have to return complete collections of patterns satisfying a given predicate has been studied extensively the last few years. The specific...
Toon Calders, Christophe Rigotti, Jean-Franç...
KDD
1994
ACM
82views Data Mining» more  KDD 1994»
13 years 9 months ago
Architectural Support for Data Mining
Oneof the mainobstacles in applying data mining techniques to large, real-world databasesis the lack of efficient data management.In this paper, wepresent the design and implement...
Marcel Holsheimer, Martin L. Kersten
HIPC
2003
Springer
13 years 10 months ago
Parallel and Distributed Frequent Itemset Mining on Dynamic Datasets
Traditional methods for data mining typically make the assumption that data is centralized and static. This assumption is no longer tenable. Such methods waste computational and I/...
Adriano Veloso, Matthew Eric Otey, Srinivasan Part...