Brizuela C.A.
33
Coauthors
8
Documentos
Volumen de publicaciones por año
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| Año de publicación | Num. Publicaciones |
|---|---|
| 2019 | 2 |
| 2020 | 2 |
| 2021 | 2 |
| 2022 | 2 |
Publicaciones por áreas de conocimiento
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| Área de conocimiento | Num. Publicaciones |
|---|---|
| Microbiología | 3 |
| Biotecnología | 3 |
| Aprendizaje automático | 3 |
| Resistencia antimicrobiana | 2 |
| Bioquímica | 2 |
| Ciencias de la computación | 2 |
| Péptido | 1 |
| Análisis de datos | 1 |
| Proteína | 1 |
| Simulación por computadora | 1 |
Publicaciones por áreas temáticas
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| Área temática | Num. Publicaciones |
|---|---|
| Ciencias de la computación | 4 |
| Biología | 1 |
| Ciencias sociales | 1 |
| Química física | 1 |
| Medicina y salud | 1 |
| Funcionamiento de bibliotecas y archivos | 1 |
| Métodos informáticos especiales | 1 |
| Programación informática, programas, datos, seguridad | 1 |
Principales fuentes de datos
| Origen | Num. Publicaciones |
|---|---|
| Scopus | 8 |
| Google Scholar | 1 |
| RRAAE | 0 |
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Coautores destacados por número de publicaciones
| Coautor | Num. Publicaciones |
|---|---|
| César R. García-Jacas | 7 |
| Yovani Marrero-Ponce | 4 |
| Pinacho-Castellanos S.A. | 3 |
| Gilson M.K. | 2 |
| Beltran J.A. | 2 |
| Aguilera-Mendoza L. | 2 |
| Guillen-Ramirez H.A. | 2 |
| García-González L.A. | 2 |
| Martinez-Rios F.O. | 2 |
| Chavez E. | 1 |
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Top Keywords
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Publicaciones del autor
Alignment-Free Antimicrobial Peptide Pbkp_redictors: Improving Performance by a Thorough Analysis of the Largest Available Data Set
ArticleAbstract: In the last two decades, a large number of machine-learning-based pbkp_redictors for the activitiesPalabras claves:Autores:Brizuela C.A., César R. García-Jacas, Gilson M.K., Pinacho-Castellanos S.A.Fuentes:scopusErratum: Alignment-Free Antimicrobial Peptide Pbkp_redictors: Improving Performance by a Thorough Analysis of the Largest Available Data Set (J. Chem. Inf. Model. (2021) 61:6 (3141−3157) DOI: 10.1021/acs.jcim.1c00251)
OtherAbstract: The conflict of interest declaration should read as follows: “M.K.G. has an equity interest in and iPalabras claves:Autores:Brizuela C.A., César R. García-Jacas, Gilson M.K., Pinacho-Castellanos S.A.Fuentes:scopusDo deep learning models make a difference in the identification of antimicrobial peptides?
ArticleAbstract: In the last few decades, antimicrobial peptides (AMPs) have been explored as an alternative to classPalabras claves:Autores:Brizuela C.A., César R. García-Jacas, García-González L.A., Pinacho-Castellanos S.A.Fuentes:scopusHandcrafted versus non-handcrafted (self-supervised) features for the classification of antimicrobial peptides: Complementary or redundant?
ArticleAbstract: Antimicrobial peptides (AMPs) have received a great deal of attention given their potential to becomPalabras claves:Antimicrobial peptides, deep learning, Explainable artificial intelligence, handcrafted features, Non-handcrafted features, self-supervision, shallow learningAutores:Brizuela C.A., César R. García-Jacas, García-González L.A., Martinez-Rios F.O., Tapia-Contreras I.P.Fuentes:scopusSmoothed Spherical Truncation based on Fuzzy Membership Functions: Application to the Molecular Encoding
ArticleAbstract: A novel spherical truncation method, based on fuzzy membership functions, is introduced to truncatePalabras 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 analysisAutores:Brizuela C.A., César R. García-Jacas, José Suárez-Lezcano, Martinez-Rios F.O., Yovani Marrero-PonceFuentes:scopus