Title :
Paired Spectral Content Measure for Gene and Exon Prediction in Eukaryotes
Author :
Akhtar, Mahmood ; Epps, Julien ; Ambikairajah, Eliathamby
Author_Institution :
New South Wales Univ., Sydney
Abstract :
In this paper, we report on a new discrete Fourier transform (DFT) based method for gene and exon prediction in eukaryotes. The proposed paired spectral content (PSC) measure is compared with the well-known DFT based spectral content and spectral rotation measures, using the GENSCAN test set. False positive vs. sensitivity, receiver operating characteristic (ROC) curve and exonic nucleotides detected as false positive results all show that the newly proposed PSC outperforms existing methods, with 50% less DFT processing.
Keywords :
discrete Fourier transforms; genetics; DFT; discrete Fourier transform; exonic nucleotides; gene exon prediction; paired spectral content; paired spectral content measure; receiver operating characteristic; Biomembranes; DNA computing; Digital signal processing; Discrete Fourier transforms; Genomics; Organisms; Rotation measurement; Sequences; Strontium; Testing;
Conference_Titel :
Information and Emerging Technologies, 2007. ICIET 2007. International Conference on
Conference_Location :
Karachi
Print_ISBN :
978-1-4244-1247-1
Electronic_ISBN :
978-1-4244-1247-1
DOI :
10.1109/ICIET.2007.4381323