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Data mining for microrna gene prediction: On the impact of class imbalance and feature number for microrna gene prediction

Saçar, Müşerref Duygu; Allmer, Jens (IEEE, 2013)

MicroRNAs (miRNAs) are small, non-coding RNAs which are involved in the posttranscriptional modulation of gene expression. Their short (18-24) single stranded mature sequences are involved in targeting specific genes. It ...

Machine learning methods for microRNA gene prediction

Saçar, Müşerref Duygu; Allmer, Jens (Humana Press, 2014)

MicroRNAs (miRNAs) are single-stranded, small, noncoding RNAs of about 22 nucleotides in length, which control gene expression at the posttranscriptional level through translational inhibition, degradation, adenylation, ...