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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.
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/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.
Genes|August 19, 2020
A Linear Regression and Deep Learning Approach for Detecting Reliable Genetic Alterations in Cancer Using DNA Methylation and Gene Expression DataSaurav Mallik, Soumita Seth, Tapas Bhadra, 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.
Plos One|July 5, 2013
DNA methylation patterns facilitate the identification of microRNA transcription start sites: a brain-specific studyTapas Bhadra, Malay Bhattacharyya, Lars Feuerbach, et al.
Frontiers in Bioinformatics|August 14, 2023
Optimal ranking and directional signature classification using the integral strategy of multi-objective optimization-based association rule mining of multi-omics dataSaurav Mallik, Soumita Seth, Amalendu Si, et al.
Statistical Applications in Genetics and Molecular Biology|April 14, 2012
MicroRNA transcription start site prediction with multi-objective feature selectionMalay Bhattacharyya, Lars Feuerbach, Tapas Bhadra, et al.
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