S
Sushmita Paul
Researcher at Indian Institute of Technology, Jodhpur
Publications - 62
Citations - 712
Sushmita Paul is an academic researcher from Indian Institute of Technology, Jodhpur. The author has contributed to research in topics: Cluster analysis & Rough set. The author has an hindex of 12, co-authored 57 publications receiving 575 citations. Previous affiliations of Sushmita Paul include University of Erlangen-Nuremberg & Indian Statistical Institute.
Papers
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Book ChapterDOI
Rough-fuzzy c-means for clustering microarray gene expression data
Pradipta Maji,Sushmita Paul +1 more
TL;DR: An application of rough-fuzzy c-means (RFCM) algorithm is presented in this paper to discover co-expressed gene clusters and the pearson correlation based initialization method is used to address this limitation.
Journal ArticleDOI
RFCM 3 : Computational Method for Identification of miRNA-mRNA Regulatory Modules in Cervical Cancer
Sushmita Paul,Madhumita +1 more
TL;DR: The proposed algorithm, termed as relevant and functionally consistent miRNA-mRNA modules (RFCM3), is found to generate more robust, integrated, and functionally enriched mi RNA-m RNA modules in cervical cancer.
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.
Book ChapterDOI
Integration of miRNA and mRNA Expression Data for Understanding Etiology of Gynecologic Cancers.
TL;DR: An existing robust mutual information-based Maximum-Relevance Maximum-Significance algorithm has been used for identification of miRNA-mRNA regulatory modules in gynecologic cancer and the effectiveness of the proposed approach is compared with the existing methods.