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A Fuzzy System Classification Approach for QSAR Modeling of αAmylase and α-Glucosidase Inhibitors
ArticleAbstract: Introduction: This report proposes the application of a new Machine Learning algorithm called FuzzyPalabras claves:Anti-diabetic agents, FURIA-C, induction rule, Lda, machine-learning techniques, QSARAutores:Amilkar Puris, Gerardo M. Casañola-Martin, González‐díaz H., Karel Diéguez-Santana, Rasulev B., Rivera-Borroto O.M.Fuentes:googlescopusA hierarchical clustering method: Applications to educational data
ArticleAbstract: The use of graphical probabilistic models in the field of education has been considered for this resPalabras claves:ACADEMIC PERFORMANCE, Bayesian networks, EM, hierarchical clustering, K2, Pc, student evaluationAutores:Amilkar Puris, Bryon Wladimir Oviedo Bayas, Byron Oviedo, Moral S.Fuentes:googlescopusImpacto de la auto-adaptación en ambientes dinámicos con frecuencia de cambio variable
ArticleAbstract: Several decision scenarios can be modeled as dynamic optimization problems (DOPs), which have been tPalabras claves:Differential Evolution, Evolutionary Dynamic Optimization, Self-adaptation, Variable change frequencyAutores:Amilkar Puris, Bryon Wladimir Oviedo Bayas, Byron Oviedo, Corona C.C., Jorge Murillo-Oviedo, Moisés Menace, Pavel Novoa-HernándezFuentes:googlescopusMeta-heuristic algorithms for the learning of bayesian networks
ArticleAbstract: Introduction This article aims to obtain models based on probabilistic case analysis to help decisioPalabras claves:Autoclass, Hidden variables, Meta–heuristicsAutores:Amilkar Puris, Bryon Wladimir Oviedo Bayas, Byron Oviedo, Emilio ZhumaFuentes:googlescopusPbkp_rediction of acute toxicity of pesticides for Americamysis bahia using linear and nonlinear QSTR modelling approaches
ArticleAbstract: Globally, pesticides are toxic substances with wide applications. However, the widespread use of pesPalabras claves:Aquatic toxicity, Machine learning, multiple linear regression, Quantitative Structure–Toxicity relationship, random forestAutores:Amilkar Puris, González‐díaz H., Karel Diéguez-Santana, Nachimba-Mayanchi M.M., Roldán Torres GutiérrezFuentes:googlescopus