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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 ...

The impact of feature selection on one and two-class classification performance for plant microRNAs

Khalifa, Waleed; Yousef, Malik; Saçar Demirci, Müşerref Duygu; Allmer, Jens (PeerJ Inc., 2016)

MicroRNAs (miRNAs) are short nucleotide sequences that form a typical hairpin structure which is recognized by a complex enzyme machinery. It ultimately leads to the incorporation of 18-24 nt long mature miRNAs into RISC ...