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An operon is a fundamental unit of transcription contains a specific function of genes for the construction and regulation of networks at the whole genome level. The operon prediction is critical for the understanding of gene regulation and functions in newly sequenced genomes. Various methods for operon prediction have been proposed in the literature shows that the experimental methods for operon...
In this paper we proposed a novel genetic algorithm based on fuzzy system for identification CpG islands in human genome, called FGA-CGI (fuzzy GA-CpG Island). CpG islands play a fundamental role in genome analysis and annotation and contribute to increase the accuracy of promoter prediction. Recently, some approaches rely on large parameter space algorithms of predicting the CpG islands have been...
The feature selection process can be considered a problem of global combinatorial optimization in machine learning, which reduces the number of features, removes irrelevant, noisy and redundant data, and results in acceptable classification accuracy. In this study, we propose a combined filter method (ReliefF) and a wrapper method (memetic algorithm, MA) for classification. The goal of our method...
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