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» Association Analysis Techniques for Bioinformatics Problems
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BICOB
2009
Springer
13 years 11 months ago
Association Analysis Techniques for Bioinformatics Problems
Association analysis is one of the most popular analysis paradigms in data mining. Despite the solid foundation of association analysis and its potential applications, this group o...
Gowtham Atluri, Rohit Gupta, Gang Fang, Gaurav Pan...
KDD
2002
ACM
145views Data Mining» more  KDD 2002»
14 years 4 months ago
Handling very large numbers of association rules in the analysis of microarray data
The problem of analyzing microarray data became one of important topics in bioinformatics over the past several years, and different data mining techniques have been proposed for ...
Alexander Tuzhilin, Gediminas Adomavicius
BIBE
2009
IEEE
126views Bioinformatics» more  BIBE 2009»
13 years 11 months ago
Mining Positional Association Super-Rules on Fixed-Size Protein Sequence Motifs
— Protein sequence motifs information is crucial to the analysis of biologically significant regions. The conserved regions have the potential to determine the role of the protei...
Bernard Chen, Sinan Kockara
BIOTECHNO
2008
IEEE
13 years 11 months ago
Exploiting Codon-Triplets Association for Genome Primary Structure Analysis
— The way evolution shapes the arrangement of synonymous codons within open reading frames (ORF) for fine tuning mRNA decoding efficiency is not yet understood. Since the ribosom...
José P. Lousado, Gabriela R. Moura, Manuel ...
ICDT
2009
ACM
119views Database» more  ICDT 2009»
14 years 5 months ago
Analysis of sampling techniques for association rule mining
In this paper, we present a comprehensive theoretical analysis of the sampling technique for the association rule mining problem. Most of the previous works have concentrated only...
Venkatesan T. Chakaravarthy, Vinayaka Pandit, Yogi...