An Improved gSVM-SCADL2 with Firefly Algorithm for Identification of Informative Genes and Pathways

• Main Authors: Chan, Weng Howe, Mohd Saberi , Mohamad, Safaai , Deris, Corchado, Juan Manuel, Omatu, Sigeru, Zuwairie, Ibrahim, Shahreen, Kasim
• Format: Article
• Language: English
• Published: Inderscience Enterprises Ltd. 2016
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/13631/1/An%20Improved%20gSVM-SCADL2%20with%20Firefly%20Algorithm%20for%20Identification%20of%20Informative%20Genes%20and%20Pathways.pdf; http://umpir.ump.edu.my/id/eprint/13631/; http://www.inderscienceonline.com/doi/pdf/10.1504/IJBRA.2016.075404#d1429e145
• Institution: Universiti Malaysia Pahang

Incorporation of pathway knowledge into microarray analysis has been favoured by researchers owing to the improved biological interpretation of the analysis outcome. However, most of the pathway data are manually curated without specific biological context. Inclusion of non-informative genes in the...