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Beyond model interpretability using LDA and decision trees for α-amylase and α-glucosidase inhibitor classification studies
ArticleAbstract: In this report are used two data sets involving the main antidiabetic enzyme targets α-amylase and αPalabras claves:antidiabetic agents, Decision Trees, linear discriminant analysis, QSARAutores:Amilkar Puris, Gerardo M. Casañola-Martin, Karel Diéguez-Santana, Pham-The H., Rasulev B., Rivera-Borroto O.M., Thu H.L.T.Fuentes:scopusA 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:googlescopusFeature selection through Dynamic Mesh Optimization
Conference ObjectAbstract: This paper introduces the Dynamic Mesh Optimization meta-heuristic, which falls under the evolutionaPalabras claves:Evolutionary computation, feature selection, meta-heuristicAutores:Amilkar Puris, Bello R.R., Falcón R., Gómez Y.Fuentes:scopusMETA HEURÍSTICA BASADA EN COLONIA DE HORMIGAS EN N ETAPAS PARA PROBLEMAS DE ALTA DIMENSIÓN.
ArticleAbstract: Ant Colony Optimization is a population metaheuristic inspired by the behavior of natural ants, specPalabras claves:Ant Colony System (ACS), Travel Salesman Problem (TSP)., Two-Stage Ant Colony Optimization (TS-ACO)Autores:Amilkar Puris, Hernández D., Hurtado S., Pavel Novoa-Hernández, Pérez H.Fuentes:scopusMeta-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:googlescopusTwo Step Ant Colony System to solve the feature selection problem
Conference ObjectAbstract: In this paper we propose a new model of ACO called Two-Step Ant Colony System. The basic idea is toPalabras claves:Autores:Amilkar Puris, Bello R.R., García M.M., Martínez Y., Nowé A.Fuentes:scopusVariable mesh optimization for continuous optimization problems
ArticleAbstract: Population-based meta-heuristics are algorithms that can obtain very good results for complex continPalabras claves:Autores:Amilkar Puris, Bello R.R., Herrera F., Molina D.Fuentes:scopusVmode: A hybrid metaheuristic for the solution of large scale optimization problems
ArticleAbstract: Large scale continuous optimization problems have become increasingly common in real-world problems.Palabras claves:continuous optimization, Differential Evolution, Large Scale Global Optimization, Variable Mesh OptimizationAutores:Amilkar Puris, Bello R.R., Díaz López E.Fuentes:scopusRecommending exercises in scratch: An integrated approach for enhancing the learning of computer programming
Conference ObjectAbstract: In this chapter we focused on how to improve the learning of computer programming in college studentPalabras claves:Autores:Amilkar Puris, Benavides D., Cárdenas-Cobo J., Pavel Novoa-HernándezFuentes:scopusRobust optimization over time: A review of most relevant contributions
ArticleAbstract: Robust optimization over time (ROOT) is a relatively recent topic in the field of dynamic evolutionaPalabras claves:Dynamic evolutionary optimization, meta-heuristics, Robust optimization over timeAutores:Amilkar Puris, Pavel Novoa-HernándezFuentes:scopus