L0 segmentation enables data-driven concise representations of diverse epigenomic data

AT Balcı, M Chikina - bioRxiv, 2023 - biorxiv.org
Motivation Epigenetic assays using next-generation sequencing (NGS) have furthered our
understanding of the functional genomic regions and the mechanisms of gene regulation …

[PDF][PDF] L0 segmentation enables data-driven concise representations of diverse epigenomic data

AT Balcı, M Chikina - Journal Title Here, 2022 - scholar.archive.org
Motivation: Epigenetic assays using next-generation sequencing (NGS) have furthered our
understanding of the functional genomic regions and the mechanisms of gene regulation …

L0segmentation enables data-driven concise representations of diverse epigenomic data

AT Balcı, M Chikina - 2023 - europepmc.org
Results We propose L 0 segmentation as a universal framework for extracting locally
coherent signals for diverse epigenetic sources. L 0 serves to both compress and smooth …