20 citations · 42 across the 12 of their papers we have counts for
5 papers · 1 filter
Relation between Gene Content and Taxonomy in Chloroplasts
Bashar Al-Nuaimi, Christophe Guyeux, Bassam AlKindy +2
The aim of this study is to investigate the relation that can be found between the phylogeny of a large set of complete chloroplast genomes, and the evolution of gene content insid…
Binary Particle Swarm Optimization versus Hybrid Genetic Algorithm for Inferring Well Supported Phylogenetic Trees
Bassam AlKindy, Bashar Al-Nuaimi, Christophe Guyeux +4
The amount of completely sequenced chloroplast genomes increases rapidly every day, leading to the possibility to build large-scale phylogenetic trees of plant species. Considering…
Neural Networks and Chaos: Construction, Evaluation of Chaotic Networks, and Prediction of Chaos with Multilayer Feedforward Networks
Jacques M. Bahi, Jean-François Couchot, Christophe Guyeux +1
Many research works deal with chaotic neural networks for various fields of application. Unfortunately, up to now these networks are usually claimed to be chaotic without any mathe…
Protein Folding in the 2D Hydrophobic-Hydrophilic (HP) Square Lattice Model is Chaotic
Jacques M. Bahi, Nathalie Côté, Christophe Guyeux +1
Among the unsolved problems in computational biology, protein folding is one of the most interesting challenges. To study this folding, tools like neural networks and genetic algor…
Steganalysis via a Convolutional Neural Network using Large Convolution Filters for Embedding Process with Same Stego Key
Jean-François Couchot, Raphaël Couturier, Christophe Guyeux +1
For the past few years, in the race between image steganography and steganalysis, deep learning has emerged as a very promising alternative to steganalyzer approaches based on rich…