DocumentCode
2077714
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
fYear
2007
fDate
6-7 July 2007
Firstpage
1
Lastpage
4
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICIET.2007.4381323
Filename
4381323
Link To Document