Optimal selection of molecular descriptors for antimicrobial peptides classification: an evolutionary feature weighting approach

מאת Beltran, Jesus A., Aguilera-Mendoza, Longendri, Brizuela, Carlos A.
הוצא לאור ב BMC Genomics (2018)

An automatic representation of peptides for effective antimicrobial activity classification

מאת Beltran, Jesus A., Del Rio, Gabriel, Brizuela, Carlos A.
הוצא לאור ב Comput Struct Biotechnol J (2020)

Systematic Identification of Machine-Learning Models Aimed to Classify Critical Residues for Protein Function from Protein Structure

מאת Corral-Corral, Ricardo, Beltrán, Jesús A., Brizuela, Carlos A., Del Rio, Gabriel
הוצא לאור ב Molecules (2017)

Relevant Features of Polypharmacologic Human-Target Antimicrobials Discovered by Machine-Learning Techniques

מאת Nava Lara, Rodrigo A., Beltrán, Jesús A., Brizuela, Carlos A., Del Rio, Gabriel
הוצא לאור ב Pharmaceuticals (Basel) (2020)

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

מאת Aguilera-Mendoza, Longendri, Marrero-Ponce, Yovani, García-Jacas, César R., Chavez, Edgar, Beltran, Jesus A., Guillen-Ramirez, Hugo A., Brizuela, Carlos A.
הוצא לאור ב Sci Rep (2020)

The Diversified O-Superfamily in Californiconus californicus Presents a Conotoxin with Antimycobacterial Activity

מאת Bernáldez-Sarabia, Johanna, Figueroa-Montiel, Andrea, Dueñas, Salvador, Cervantes-Luévano, Karla, Beltrán, Jesús A., Ortiz, Ernesto, Jiménez, Samanta, Possani, Lourival D., Paniagua-Solís, Jorge F., Gonzalez-Canudas, Jorge, Licea-Navarro, Alexei
הוצא לאור ב Toxins (Basel) (2019)