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

por Beltran, Jesus A., Aguilera-Mendoza, Longendri, Brizuela, Carlos A.
Publicado 2018

Heterologous Machine Learning for the Identification of Antimicrobial Activity in Human-Targeted Drugs

por Nava Lara, Rodrigo A., Aguilera-Mendoza, Longendri, Brizuela, Carlos A., Peña, Antonio, Del Rio, Gabriel
Publicado 2019

A Novel Network Science and Similarity-Searching-Based Approach for Discovering Potential Tumor-Homing Peptides from Antimicrobials

por Romero, Maylin, Marrero-Ponce, Yovani, Rodríguez, Hortensia, Agüero-Chapin, Guillermin, Antunes, Agostinho, Aguilera-Mendoza, Longendri, Martinez-Rios, Felix
Publicado 2022

Network Science and Group Fusion Similarity-Based Searching to Explore the Chemical Space of Antiparasitic Peptides

por Ayala-Ruano, Sebastián, Marrero-Ponce, Yovani, Aguilera-Mendoza, Longendri, Pérez, Noel, Agüero-Chapin, Guillermin, Antunes, Agostinho, Aguilar, Ana Cristina
Publicado 2022

StarPep Toolbox: an open-source software to assist chemical space analysis of bioactive peptides and their functions using complex networks

por Aguilera-Mendoza, Longendri, Ayala-Ruano, Sebastián, Martinez-Rios, Felix, Chavez, Edgar, García-Jacas, César R, Brizuela, Carlos A, Marrero-Ponce, Yovani
Publicado 2023

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

por Aguilera-Mendoza, Longendri, Marrero-Ponce, Yovani, García-Jacas, César R., Chavez, Edgar, Beltran, Jesus A., Guillen-Ramirez, Hugo A., Brizuela, Carlos A.
Publicado 2020