30 citations · 47 across the 5 of their papers we have counts for
5 papers
Studying Limits of Explainability by Integrated Gradients for Gene Expression Models
Myriam Bontonou, Anaïs Haget, Maria Boulougouri +3
Understanding the molecular processes that drive cellular life is a fundamental question in biological research. Ambitious programs have gathered a number of molecular datasets on…
Revealing intermittency in experimental data with steep power spectra
Eric Falcon, S. G. Roux, Benjamin Audit
The statistics of signal increments are commonly used in order to test for possible intermittent properties in experimental or synthetic data. However, for signals with steep power…
Thermodynamics of DNA loops with long-range correlated structural disorder
Cédric Vaillant, Benjamin Audit, Alain Arnéodo
We study the influence of a structural disorder on the thermodynamical properties of 2D-elastic chains submitted to mechanical/topological constraint as loops. The disorder is intr…
From DNA sequence analysis to modeling replication in the human genome
Edward-Benedict Brodie, Samuel Nicolay, Marie Touchon +4
We explore the large-scale behavior of nucleotide compositional strand asymmetries along human chromosomes. As we observe for 7 of 9 origins of replication experimentally identifie…
Probabilistic annotation of protein sequences based on functional classifications
Emmanuel D. Levy, Christos A. Ouzounis, Walter R. Gilks +1
BACKGROUND: One of the most evident achievements of bioinformatics is the development of methods that transfer biological knowledge from characterised proteins to uncharacterised s…