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IEEE Transactions on Nanobioscience|January 17, 2017
Identifying Epigenetic Biomarkers using Maximal Relevance and Minimal Redundancy Based Feature Selection for Multi-Omics DataSaurav Mallik, Tapas Bhadra, Ujjwal Maulik
IEEE Transactions on Nanobioscience|June 6, 2018
DTFP-Growth: Dynamic Threshold-Based FP-Growth Rule Mining Algorithm Through Integrating Gene Expression, Methylation, and Protein-Protein Interaction ProfilesSaurav Mallik, Tapas Bhadra, Ayan Mukherji, et al.
Journal of Biomedical Informatics|August 23, 2015
MiRNA-TF-gene network analysis through ranking of biomolecules for multi-informative uterine leiomyoma datasetSaurav Mallik, Ujjwal Maulik
Gene|April 10, 2016
IDPT: Insights into potential intrinsically disordered proteins through transcriptomic analysis of genes for prostate carcinoma epigenetic dataSaurav Mallik, Sagnik Sen, Ujjwal Maulik
IEEE Transactions on Nanobioscience|September 30, 2014
RANWAR: rank-based weighted association rule mining from gene expression and methylation dataSaurav Mallik, Anirban Mukhopadhyay, Ujjwal Maulik
BMC Genetics|January 24, 2018
Detecting TF-miRNA-gene network based modules for 5hmC and 5mC brain samples: a intra- and inter-species case-study between human and rhesusUjjwal Maulik, Sagnik Sen, Saurav Mallik, et al.
Plos One|April 2, 2015
Analyzing large gene expression and methylation data profiles using StatBicRM: statistical biclustering-based rule miningUjjwal Maulik, Saurav Mallik, Anirban Mukhopadhyay, et al.
Frontiers in Genetics|February 24, 2022
Dimensionality Reduction and Louvain Agglomerative Hierarchical Clustering for Cluster-Specified Frequent Biomarker Discovery in Single-Cell Sequencing DataSoumita Seth, Saurav Mallik, Tapas Bhadra, et al.
IEEE/ACM Transactions on Computational Biology and Bioinformatics|September 8, 2021
Unsupervised Feature Selection Using an Integrated Strategy of Hierarchical Clustering With Singular Value Decomposition: An Integrative Biomarker Discovery Method With Application to Acute Myeloid LeukemiaTapas Bhadra, Saurav Mallik, Amir Sohel, et al.
BMC Bioinformatics|April 28, 2022
Comparison of five supervised feature selection algorithms leading to top features and gene signatures from multi-omics data in cancerTapas Bhadra, Saurav Mallik, Neaj Hasan, et al.
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