P
Pradipta Maji
Researcher at Indian Statistical Institute
Publications - 172
Citations - 3965
Pradipta Maji is an academic researcher from Indian Statistical Institute. The author has contributed to research in topics: Rough set & Cluster analysis. The author has an hindex of 27, co-authored 165 publications receiving 3311 citations. Previous affiliations of Pradipta Maji include Netaji Subhash Engineering College.
Papers
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Book ChapterDOI
Rough Sets for Insilico Identification of Differentially Expressed miRNAs
Pradipta Maji,Sushmita Paul +1 more
TL;DR: This chapter presents a new approach for selecting miRNAs from microarray expression data that integrates the merit of rough set-based feature selection algorithm reported in Chap.
Journal ArticleDOI
Significance and Functional Similarity for Identification of Disease Genes
Pradipta Maji,Ekta Shah +1 more
TL;DR: A new gene selection algorithm, termed as SiFS, is presented, which culls out a subset of genes from microarray data as disease genes by maximizing both significance and functional similarity of the selected gene subset.
Journal ArticleDOI
Gene ontology based quantitative index to select functionally diverse genes
Sushmita Paul,Pradipta Maji +1 more
TL;DR: An important finding is that the proposed gene ontology based quantitative index, termed as degree of functional diversity (DoFD), can accurately evaluate functional diversity of a set of genes.
Book ChapterDOI
City Block Distance for Identification of Co-expressed MicroRNAs
Sushmita Paul,Pradipta Maji +1 more
TL;DR: The proposed method judiciously integrates the merits of robust rough-fuzzy c-means algorithm and normalized range-normalized city block distance to discover co-expressed miRNA clusters and helps to handle minute differences between two miRNA expression profiles.