Background The increasing production of genomic data has led to an intensified need for
models that can cope efficiently with the lossless compression of DNA sequences. Important …

Background Advances in sequencing technologies have enabled the characterization of
multiple microbial and host genomes, opening new frontiers of knowledge while kindling …

Motivation Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused
more than 14 million cases and more than half million deaths. Given the absence of …

The artistic community is increasingly relying on automatic computational analysis for
authentication and classification of artistic paintings. In this paper, we identify hidden …

The development of efficient DNA data compression tools is fundamental for reducing the
storage, given the increasing availability of DNA sequences. The importance is also …

Generative probabilistic modeling of biological sequences has widespread existing and
potential use across biology and biomedicine, particularly given advances in high …

Background The development of high-throughput sequencing technologies and, as its
result, the production of huge volumes of genomic data, has accelerated biological and …

Motivation A maximal match between two genomes is a contiguous non-extendable sub-
sequence common in the two genomes. DNA bases mutate very often from the genome of …

The sequencing of ancient DNA samples provides a novel way to find, characterize, and
distinguish exogenous genomes of endogenous targets. After sequencing, computational …

Motivation Large-scale genomic projects grapple with the complex challenge of reducing
medium-and long-term storage space and its associated energy consumption, monetary …