Saurav Mallik
Saurav Mallik
Postdoctoral Fellow, Harvard University, USA
Verified email at hsph.harvard.edu - Homepage
Title
Cited by
Cited by
Year
A survey and comparative study of statistical tests for identifying differential expression from microarray data
S Bandyopadhyay, S Mallik, A Mukhopadhyay
Computational Biology and Bioinformatics, IEEE/ACM Transactions on 11 (1 …, 2014
732014
The HIV Nef protein modulates cellular and exosomal miRNA profiles in human monocytic cells
M Aqil, AR Naqvi, S Mallik, S Bandyopadhyay, U Maulik, S Jameel
Journal of extracellular vesicles 3 (1), 23129, 2014
652014
RANWAR: Rank-Based Weighted Association Rule Mining from Gene Expression and Methylation Data
S Mallik, U Maulik, A Mukhopadhyay
IEEE nanobioscience 14 (1), 59-66, 2015
542015
Transcriptomic Analysis of mRNAs in Human Monocytic Cells Expressing the HIV-1 Nef Protein and Their Exosomes
M Aqil, S Mallik, S Bandyopadhyay, U Maulik, S Jameel
BioMed Research International 2015, 492395, 2015
312015
Integrated analysis of gene expression and genome-wide DNA methylation for tumor prediction: An association rule mining-based approach
S Mallik, A Mukhopadhyay, U Maulik, S Bandyopadhyay
Computational Intelligence in Bioinformatics and Computational Biology …, 2013
312013
Analyzing Gene Expression and Methylation Data Profiles using StatBicRM: Statistical Biclustering-based Rule Mining
U Maulik, S Mallik, A Mukhopadhyay, S Bandyopadhyay
PLoS One 10 (4), e0119448, 2015
282015
Identifying epigenetic biomarkers using maximal relevance and minimal redundancy based feature selection for multi-omics data
S Mallik, T Bhadra, U Maulik
IEEE transactions on nanobioscience 16 (1), 3-10, 2017
262017
MiRNA-TF-Gene Network Analysis through Ranking of Biomolecules for Multi-Informative Uterine Leiomyoma Dataset
S Mallik, U Maulik
Journal of Biomedical Informatics 57, 308-319, 2015
202015
Integrating multiple data sources for combinatorial marker discovery: a study in tumorigenesis
S Bandyopadhyay, S Mallik
IEEE/ACM transactions on computational biology and bioinformatics 15 (2 …, 2016
162016
Detecting TF-miRNA-gene network based modules for 5hmC and 5mC brain samples: a intra-and inter-species case-study between human and rhesus
U Maulik, S Sen, S Mallik, S Bandyopadhyay
BMC genetics 19 (1), 9, 2018
132018
IDPT: Insights into potential intrinsically disordered proteins through transcriptomic analysis of genes for prostate carcinoma epigenetic data
S Mallik, S Sen, U Maulik
Gene 586 (1), 87-96, 2016
132016
Integrated statistical and rule-mining techniques for DNA methylation and gene expression data analysis
S Mallik, A Mukhopadhyay, U Maulik
Journal of Artificial Intelligence and Soft Computing Research 3 (2), 101-115, 2013
132013
An evaluation of supervised methods for identifying differentially methylated regions in Illumina methylation arrays
S Mallik, GJ Odom, Z Gao, L Gomez, X Chen, L Wang
Briefings in bioinformatics 20 (6), 2224-2235, 2019
102019
Identification of multiview gene modules using mutual information-based hypograph mining
T Bhadra, S Mallik, S Bandyopadhyay
IEEE Transactions on Systems, Man, and Cybernetics: Systems 49 (6), 1119-1130, 2017
92017
Graph-and rule-based learning algorithms: a comprehensive review of their applications for cancer type classification and prognosis using genomic data
S Mallik, Z Zhao
Briefings in bioinformatics 21 (2), 368-394, 2020
82020
ConGEMs: Condensed gene co-expression module discovery through rule-based clustering and its application to carcinogenesis
S Mallik, Z Zhao
Genes 9 (1), 7, 2018
72018
Multi-objective optimized fuzzy clustering for detecting cell clusters from single-cell expression profiles
S Mallik, Z Zhao
Genes 10 (8), 611, 2019
62019
Identification of gene signatures from RNA-seq data using Pareto-optimal cluster algorithm
S Mallik, Z Zhao
BMC Systems Biology 12 (8), 126, 2018
62018
Towards integrated oncogenic marker recognition through mutual information-based statistically significant feature extraction: An association rule mining based study on cancer …
S Mallik, Z Zhao
Quantitative Biology 5 (4), 302-327, 2017
62017
TrapRM: transcriptomic and proteomic rule mining using weighted shortest distance based multiple minimum supports for multi-omics dataset
S Mallik, Z Zhao
2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2017
62017
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Articles 1–20