Documentos de César R. García-Jacas | REDI

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Publisher: "Briefings in Bioinformatics"

Subtipo de publicación

Área temáticas

Ciencias de la computación(1)

Área de conocimiento

Aprendizaje automático(2)

Biotecnología(1)

Microbiología(1)

Año de Publicación

Origen

Palabras Claves

Antimicrobial peptides(1)

Explainable artificial intelligence(1)

Non-handcrafted features(1)

deep learning(1)

handcrafted features(1)

Do deep learning models make a difference in the identification of antimicrobial peptides?

Abstract: In the last few decades, antimicrobial peptides (AMPs) have been explored as an alternative to class

Palabras claves:

Brizuela C.A., César R. García-Jacas, García-González L.A., Pinacho-Castellanos S.A.

Handcrafted versus non-handcrafted (self-supervised) features for the classification of antimicrobial peptides: Complementary or redundant?

Abstract: Antimicrobial peptides (AMPs) have received a great deal of attention given their potential to becom

Palabras claves:

Antimicrobial peptides, deep learning, Explainable artificial intelligence, handcrafted features, Non-handcrafted features, self-supervision, shallow learning

Brizuela C.A., César R. García-Jacas, García-González L.A., Martinez-Rios F.O., Tapia-Contreras I.P.