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Automatic construction of molecular similarity networks for visual graph mining in chemical space of bioactive peptides: an unsupervised learning approach
ArticleAbstract: The increasing interest in bioactive peptides with therapeutic potentials has been reflected in a laPalabras claves:Autores:Aguilera-Mendoza L., Beltran J.A., Brizuela C.A., César R. García-Jacas, Chavez E., Guillen-Ramirez H.A., Yovani Marrero-PonceFuentes: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