EpiSemble: a novel ensemble-based machine-learning framework for prediction of DNA N6-methyladenine sites using hybrid features selection approach for crops

D Sinha, T Dasmandal, MD Yeasin… - Current …, 2023 - ingentaconnect.com
Aim: The study aimed to develop a robust and more precise 6mA methylation prediction tool
that assists researchers in studying the epigenetic behaviour of crop plants. Background: N6 …

MethSemble-6mA: an ensemble-based 6mA prediction server and its application on promoter region of LBD gene family in Poaceae

D Sinha, T Dasmandal, K Paul, M Yeasin… - Frontiers in Plant …, 2023 - frontiersin.org
The Lateral Organ Boundaries Domain (LBD) containing genes are a set of plant-specific
transcription factors and are crucial for controlling both organ development and defense …

A deep clustering-based Novel Approach for Binning of Metagenomics Data

SD Madival, DC Mishra, A Sharma, S Kumar… - Current …, 2022 - benthamdirect.com
Background: One major challenge in binning Metagenomics data is the limited availability of
reference datasets, as only 1% of the total microbial population is yet cultured. This has …