13 search results - page 1 / 3 » BLOSOM: a framework for mining arbitrary boolean expressions |
KDD
2006
ACM
14 years 5 months ago
2006
ACM
We introduce a novel framework (BLOSOM) for mining (frequent) boolean expressions over binary-valued datasets. We organize the space of boolean expressions into four categories: p...
IJKDB
2010
13 years 2 months ago
2010
Regulatory network analysis and other bioinformatics tasks require the ability to induce and represent arbitrary boolean expressions from data sources. We introduce a novel framew...
TCS
2008
13 years 4 months ago
2008
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...
SDM
2011
SIAM
12 years 7 months ago
2011
SIAM
Popular data mining methods support knowledge discovery from patterns that hold in binary relations. We study the generalization of association rule mining within arbitrary n-ary ...
DAWAK
2001
Springer
13 years 9 months ago
2001
Springer
Data mining has been defined as the non- trivial extraction of implicit, previously unknown and potentially useful information from data. Association mining is one of the important...