Higher-order statistics and neural network based multi-classifier system for gene identification

• Main Authors: Gunawan, Teddy Surya, Ambikairajah, Eliathamby, Epps, Julien
• Format: Conference or Workshop Item
• Language: English; English
• Published: 2007
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://irep.iium.edu.my/2341/1/GunawanICSPCS2007final.pdf; http://irep.iium.edu.my/2341/4/Program_Final.pdf; http://irep.iium.edu.my/2341/; http://www.dspcs-witsp.com/icspcs_2007/cfp.html
• Institution: Universiti Islam Antarabangsa Malaysia

This paper presents the use of higher order statistics and a neural network based multi-classifier system for gene and exon identification of a DNA sequence. Newly proposed higher order statistics features, combined with frequency domain analysis, are used to train three different neural networks. C...