-medoids, to select a set of bio-basis strings for amino acid sequence analysis. The comparative performance analysis of different relational clustering algorithms on bio-basis string selection problem is also reported…
, where is the measured expression level of gene in the th sample, and represent the total number of genes and samples, respectively. Each row in the expression table corresponds…
-Biclusters Pradipta Maji1 and Sushmita Paul1 (1) Indian Statistical Institute, Kolkata, West Bengal, India Pradipta Maji (Corresponding author) Email: pmaji@isical.ac.in Sushmita Paul Email: sushmita_t@isical.ac.in Abstract The advent of DNA microarray technologies has…
-means algorithm [18], self-organizing map [14, 40], and principal component analysis [33, 45] group a subset of genes that are interdependent or correlated with each other. In other words, genes…
, T1, and T2. Therefore, majority of research in medical image analysis concerns the MR images [36]. Conventionally, these images are interpreted visually and qualitatively by radiologists. Advanced research requires…
-information [17] based minimum redundancy-maximum relevance framework , reported in Chap. 5, can also be used to select a set of nonredundant and relevant miRNAs for sample classification. A detailed survey…
Fig. 6.1 Schematic flow diagram of the insilico approach for identification of disease genes Selection of Differentially Expressed Genes The first step of the integrated method selects a set of…
characters such that {A, C, G, U}. Typically, is in the hundreds, but could also be in thousands. The secondary structure of the RNA molecule is a collection of a…
