List of works - Saurav Mallik

A Novel Graph Topology based GO-Similarity Measure for Signature Detection from Multi-Omics Data and its Application to Other Problems

scientific article published on 31 August 2020

A Survey and Comparative Study of Statistical Tests for Identifying Differential Expression from Microarray Data

scientific article

An evaluation of supervised methods for identifying differentially methylated regions in Illumina methylation arrays

scientific article published on 01 November 2019

Analyzing large gene expression and methylation data profiles using StatBicRM: statistical biclustering-based rule mining

scientific article

ConGEMs: Condensed Gene Co-Expression Module Discovery Through Rule-Based Clustering and Its Application to Carcinogenesis

scientific article published on 28 December 2017

DTFP-Growth: Dynamic Threshold-Based FP-Growth Rule Mining Algorithm Through Integrating Gene Expression, Methylation, and Protein-Protein Interaction Profiles

scientific article published on 01 April 2018

Graph- and rule-based learning algorithms: a comprehensive review of their applications for cancer type classification and prognosis using genomic data

scientific article published on 11 January 2019

IDPT: Insights into potential intrinsically disordered proteins through transcriptomic analysis of genes for prostate carcinoma epigenetic data.

scientific article

Identification of gene signatures from RNA-seq data using Pareto-optimal cluster algorithm

article

Identifying Epigenetic Biomarkers using Maximal Relevance and Minimal Redundancy Based Feature Selection for Multi-Omics Data

scientific article

MiRNA-TF-gene network analysis through ranking of biomolecules for multi-informative uterine leiomyoma dataset.

scientific article published on 19 August 2015

Molecular signatures identified by integrating gene expression and methylation in non-seminoma and seminoma of testicular germ cell tumors

scientific article published on 02 July 2020

Multi-Objective Optimized Fuzzy Clustering for Detecting Cell Clusters from Single-Cell Expression Profiles

scientific article published on 13 August 2019

RANWAR: rank-based weighted association rule mining from gene expression and methylation data

scientific article

Subtyping and grading of lower-grade gliomas using integrated feature selection and support vector machine

scientific article published in 2022

Towards integrated oncogenic marker recognition through mutual information-based statistically significant feature extraction: an association rule mining based study on cancer expression and methylation profiles

scientific article published on 23 November 2017

Transcriptomic Analysis of mRNAs in Human Monocytic Cells Expressing the HIV-1 Nef Protein and Their Exosomes

scientific article published on 15 April 2015

WeCoMXP: Weighted Connectivity Measure Integrating Co-Methylation, Co-Expression and Protein-Protein Interactions for Gene-Module Detection

scientific article published on 03 September 2018

List of works by Saurav Mallik

A Novel Graph Topology based GO-Similarity Measure for Signature Detection from Multi-Omics Data and its Application to Other Problems

A Survey and Comparative Study of Statistical Tests for Identifying Differential Expression from Microarray Data

An evaluation of supervised methods for identifying differentially methylated regions in Illumina methylation arrays

Analyzing large gene expression and methylation data profiles using StatBicRM: statistical biclustering-based rule mining

ConGEMs: Condensed Gene Co-Expression Module Discovery Through Rule-Based Clustering and Its Application to Carcinogenesis

DTFP-Growth: Dynamic Threshold-Based FP-Growth Rule Mining Algorithm Through Integrating Gene Expression, Methylation, and Protein-Protein Interaction Profiles

Graph- and rule-based learning algorithms: a comprehensive review of their applications for cancer type classification and prognosis using genomic data

IDPT: Insights into potential intrinsically disordered proteins through transcriptomic analysis of genes for prostate carcinoma epigenetic data.

Identification of gene signatures from RNA-seq data using Pareto-optimal cluster algorithm

Identifying Epigenetic Biomarkers using Maximal Relevance and Minimal Redundancy Based Feature Selection for Multi-Omics Data

MiRNA-TF-gene network analysis through ranking of biomolecules for multi-informative uterine leiomyoma dataset.

Molecular signatures identified by integrating gene expression and methylation in non-seminoma and seminoma of testicular germ cell tumors

Multi-Objective Optimized Fuzzy Clustering for Detecting Cell Clusters from Single-Cell Expression Profiles

RANWAR: rank-based weighted association rule mining from gene expression and methylation data

Subtyping and grading of lower-grade gliomas using integrated feature selection and support vector machine

Towards integrated oncogenic marker recognition through mutual information-based statistically significant feature extraction: an association rule mining based study on cancer expression and methylation profiles

Transcriptomic Analysis of mRNAs in Human Monocytic Cells Expressing the HIV-1 Nef Protein and Their Exosomes

WeCoMXP: Weighted Connectivity Measure Integrating Co-Methylation, Co-Expression and Protein-Protein Interactions for Gene-Module Detection