Mining Frequent Boolean Expressions: Application to Gene Expression and Regulatory Modeling


Regulatory network analysis and other bioinformatics tasks require the ability to induce and represent arbitrary boolean expressions from data sources. In this paper, the authors introduce a novel framework called BLOSOM for mining (frequent) boolean expressions over binary-valued datasets. Boolean expressions can be grouped into four categories: pure… (More)
DOI: 10.4018/jkdb.2010070105