Article
Evolving fuzzy rules to model gene expression.
Bio Systems - 1 Mar 2007
Linden Ricardo, Bhaya Amit
Abstract excerpt
This paper develops an algorithm that extracts explanatory rules from microarray data, which we treat as time series, using genetic programming (GP) and fuzzy logic. Reverse polish notation is used (RPN) to describe the rules and to facilitate the GP approach. The algorithm also allows for the insertion of prior knowledge, making it possible to find sets of rules that include the relationships between genes...
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