Sushmita Paul

Orcid: 0000-0003-0540-9369

According to our database1, Sushmita Paul authored at least 34 papers between 2010 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
A Feature Weighting-Assisted Approach for Cancer Subtypes Identification From Paired Expression Profiles.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

A review on methods for predicting miRNA-mRNA regulatory modules.
J. Integr. Bioinform., 2022

Capturing the latent space of an Autoencoder for multi-omics integration and cancer subtyping.
Comput. Biol. Medicine, 2022

Novel Ways of Enumerating Restrained Dominating Sets of Cycles.
Proceedings of the New Trends in Computer Technologies and Applications, 2022

Prioritizing Variants using Rough-set based Relevance Algorithm for GWAS.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2022

2021
Recursive Multi-view Integration for Subtypes Identification of Cervical Cancer.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
RFCM<sup>3</sup>: Computational Method for Identification of miRNA-mRNA Regulatory Modules in Cervical Cancer.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

2019
An Integrated Approach for Identification of Functionally Similar MicroRNAs in Colorectal Cancer.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Genome-wide analysis of multi-view data of miRNA-seq to identify miRNA biomarkers for stomach cancer.
J. Biomed. Informatics, 2019

Density-Based Clustering of Functionally Similar Genes Using Biological Knowledge.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019

Importance of Feature Weighing in Cervical Cancer Subtypes Identification.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018
Robust Computational Method for Identification of miRNA-mRNA Modules in Cervical Cancer.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Type 2 Diabetes Gene Identification Using an Integrated Approach from Single-Cell RNA Sequencing Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
RelSim: An integrated method to identify disease genes using gene expression profiles and PPIN based similarity measure.
Inf. Sci., 2017

Integration of Gene Expression and Ontology for Clustering Functionally Similar Genes.
Proceedings of the Rough Sets - International Joint Conference, 2017

Machine Learning Approach for Identification of miRNA-mRNA Regulatory Modules in Ovarian Cancer.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

2016
Gene expression and protein-protein interaction data for identification of colon cancer related genes using f-information measures.
Nat. Comput., 2016

2015
Supervised Cluster Analysis of miRNA Expression Data Using Rough Hypercuboid Partition Matrix.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015

A New Similarity Measure for Identification of Disease Genes.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015

2014
Gene ontology based quantitative index to select functionally diverse genes.
Int. J. Mach. Learn. Cybern., 2014

Scalable Pattern Recognition Algorithms - Applications in Computational Biology and Bioinformatics
Springer, ISBN: 978-3-319-05630-2, 2014

2013
Rough Set-Based Feature Selection: Criteria of Max-Dependency, Max-Relevance, and Max-Significance.
Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Rough-Fuzzy Clustering for Grouping Functionally Similar Genes from Microarray Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

Robust Rough-Fuzzy C-Means Algorithm: Design and Applications in Coding and Non-coding RNA Expression Data Clustering.
Fundam. Informaticae, 2013

µHEM for identification of differentially expressed miRNAs using hypercuboid equivalence partition matrix.
BMC Bioinform., 2013

City Block Distance for Identification of Co-expressed MicroRNAs.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

2012
A New Rough-Fuzzy Clustering Algorithm and its Applications.
Proceedings of the Second International Conference on Soft Computing for Problem Solving, 2012

Rough-Fuzzy C-Means for Clustering Microarray Gene Expression Data.
Proceedings of the Perception and Machine Intelligence - First Indo-Japan Conference, 2012

Rough sets and support vector machine for selecting differentially expressed miRNAs.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

Robust RFCM algorithm for identification of co-expressed miRNAs.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

2011
Rough set based maximum relevance-maximum significance criterion and Gene selection from microarray data.
Int. J. Approx. Reason., 2011

Rough Sets for Selection of Functionally Diverse Genes from Microarray Data.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Microarray Time-Series Data Clustering Using Rough-Fuzzy C-Means Algorithm.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010
Rough Sets for Selection of Molecular Descriptors to Predict Biological Activity of Molecules.
IEEE Trans. Syst. Man Cybern. Part C, 2010


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