Documentos de Brizuela C.A. | REDI

Regresar

Mostrando 4 resultados de: 4

Filtros aplicados

Área temáticas: "Ciencias de la computación"

Subtipo de publicación

Publisher

Briefings in Bioinformatics(1)

Journal of Chemical Information and Modeling(1)

Journal of Computational Chemistry(1)

Scientific Reports(1)

Área temáticas

Ciencias sociales(1)

Área de conocimiento

Aprendizaje automático(2)

Microbiología(2)

Biotecnología(1)

Resistencia antimicrobiana(1)

Año de Publicación

Origen

Palabras Claves

3D molecular descriptors(1)

Antimicrobial peptides(1)

Explainable artificial intelligence(1)

Non-handcrafted features(1)

Principal Component Analysis(1)

Automatic construction of molecular similarity networks for visual graph mining in chemical space of bioactive peptides: an unsupervised learning approach

Abstract: The increasing interest in bioactive peptides with therapeutic potentials has been reflected in a la

Palabras claves:

Aguilera-Mendoza L., Beltran J.A., Brizuela C.A., César R. García-Jacas, Chavez E., Guillen-Ramirez H.A., Yovani Marrero-Ponce

Alignment-Free Antimicrobial Peptide Pbkp_redictors: Improving Performance by a Thorough Analysis of the Largest Available Data Set

Abstract: In the last two decades, a large number of machine-learning-based pbkp_redictors for the activities

Palabras claves:

Brizuela C.A., César R. García-Jacas, Gilson M.K., 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.

Smoothed Spherical Truncation based on Fuzzy Membership Functions: Application to the Molecular Encoding

Abstract: A novel spherical truncation method, based on fuzzy membership functions, is introduced to truncate

Palabras claves:

3D molecular descriptors, fuzzy membership degree, fuzzy membership functions, geometry matrix, neighborhood matrix, Principal Component Analysis, quantitative structure–activity relationships (QSAR), QuBiLS-MIDAS, spherical truncation, Variability analysis

Brizuela C.A., César R. García-Jacas, José Suárez-Lezcano, Martinez-Rios F.O., Yovani Marrero-Ponce