A sequence-based approach for identifying recombination spots in Saccharomyces cerevisiae by using hyper-parameter optimization in FastText and support vector machine
Sign Up to like & getrecommendations! Published in 2019 at "Chemometrics and Intelligent Laboratory Systems"
DOI: 10.1016/j.chemolab.2019.103855
Abstract: Abstract Meiotic recombination is a biological process which plays a crucial role in genetic evolution. Therefore, the ability of machine learning models in extracting desire information embedded in DNA sequences has drawn a great deal… read more here.
Keywords: machine; dna sequences; recombination spots; approach ... See more keywords
iRSpot-PDI: Identification of recombination spots by incorporating dinucleotide property diversity information into Chou's pseudo components.
Sign Up to like & getrecommendations! Published in 2019 at "Genomics"
DOI: 10.1016/j.ygeno.2018.03.003
Abstract: Recombination spot identification plays an important role in revealing genome evolution and developing DNA function study. Although some computational methods have been proposed, extracting discriminatory information embedded in DNA properties has not received enough attention.… read more here.
Keywords: information; recombination spots; identification recombination; irspot pdi ... See more keywords