Title :
Modified correlation based technique in micro array data analysis for searching differentially expressed genes
Author :
Rao, A. Chandra Sekhara ; Somayajulu, DVLN ; Banka, Haider
Author_Institution :
Dept. of CSE, ISM Dhanbad, Dhanbad, India
Abstract :
Modified correlation Technique has been proposed to analyze the Microarray data and to search gene related information. We have used mean absolute deviation as a new approach for the differential expression analysis instead of the existing standard deviation and variances approaches and for calculating co-expression we have used spearmen´s correlation as a new technique for micro array analysis.
Keywords :
bioinformatics; correlation methods; data analysis; genetics; information retrieval; lab-on-a-chip; differential expression analysis; differentially expressed gene search; gene related information search; mean absolute deviation; microarray data analysis; modified correlation based technique; spearmen correlation; Arrays; Bioinformatics; Correlation; Data mining; Gene expression; Genomics; Microarray data; co-expression; differential expression; spearmen´s correlation;
Conference_Titel :
Recent Advances in Information Technology (RAIT), 2012 1st International Conference on
Conference_Location :
Dhanbad
Print_ISBN :
978-1-4577-0694-3
DOI :
10.1109/RAIT.2012.6194615