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Smote-cov: A new oversampling method based on the covariance matrix
Conference ObjectAbstract: Nowadays, many machine learning tasks involve learning from imbalanced datasets, leading to misclassPalabras claves:Attribute dependency, Covariance matrix, Imbalanced datasets, OversamplingAutores:Hernández-Nieto J.C., Leguen-de Varona I., Leguen-deVarona I., Quintana J.M., Yoan Martínez LópezFuentes:scopusState of the art review and report of new tool for drug discovery
ReviewAbstract: Background: There are a great number of tools that can be used in QSAR/QSPR studies; they are implemPalabras claves:aggregation, Atomic weighted vector, multiple linear regression, Operator, principal components analysis, QSAR, variabilityAutores:Caballero Y., Francisco Torrens, Garit J., Millán-Cabrera R., Quintana J.M., Stephen Jones Barigye, Torrens F., Yoan Martínez López, Yovani Marrero-PonceFuentes:scopusTasks proposal for the development of variational thinking in engineering students
ArticleAbstract: This paper describes o proposal of tasks to develop variational thinking in engineering students. ThPalabras claves:Assignments, engineering, Learning improvement, Variation and change, Variational thinkingAutores:Báez A.M., Olga Lourdes Vila Pérez, Pérez O.L., Pérez R., Yoan Martínez LópezFuentes:scopusWCCI/GECCO 2020 Competition on Evolutionary Computation in the Energy Domain: An overview from the winner perspective
ArticleAbstract: Evolutionary computation is attracting attention in the energy domain as an alternative to tackle inPalabras claves:Estimation distribution algorithms, Evolutionary algorithms, optimization, smart grids, Statistical AnalysisAutores:Lezama F., Quintana J.M., Rodríguez-González A.Y., Soares J., Vale Z., Yoan Martínez LópezFuentes:scopusWhen global and local molecular descriptors are more than the sum of its parts: Simple, But Not Simpler?
ArticleAbstract: Abstract: In this report, we introduce a set of aggregation operators (AOs) to calculate global andPalabras claves:aggregation operator, Atom weight vector, MD-LOVIs software, molecular descriptor, No free lunch theorem, PCa, QSP(A)R, Shannon entropyAutores:César H. Zambrano, Enrique Terán, Fernando Javier Torres, Oscar Martínez Santiago, Stephen Jones Barigye, Yoan Martínez López, Yovani Marrero-PonceFuentes:googlescopusCUMDANCAUChY-C1: A cellular EDA designed to solve the energy resource management problem under uncertainty
Conference ObjectAbstract: One step in the way to sustainable cities and society is the massive growth of electric vehicles andPalabras claves:cellular estimation distribution algorithms, Evolutionary computation, smart grids, uncertain environmentsAutores:Mayedo M.B., Morgado B., Moya A., Quintana J.M., Rodríguez-González A.Y., Yoan Martínez LópezFuentes:scopusCellular estimation Gaussian algorithm for continuous domain
ArticleAbstract: Optimization algorithms are important in problems of pattern recognition and artificial intelligencePalabras claves:Cellular EDA, GAUSSIAN networks, Learning, Probabilistic graph modelAutores:Quintana J.M., Rodríguez-González A.Y., Stephen Jones Barigye, Yoan Martínez LópezFuentes:scopusCellular estimation bayesian algorithm for discrete optimization problems
ArticleAbstract: In this paper, a new Cellular Estimation Bayesian Algorithm for discrete optimization problems is prPalabras claves:Bayesian networks, Cellular EDAs, evolutionary algorithm, LearningAutores:Mahdi G.S.S., Quintana J.M., Rodríguez-González A.Y., Yoan Martínez LópezFuentes:scopusCellular estimation of distribution algorithm designed to solve the energy resource management problem under uncertainty
ArticleAbstract: The Energy Resource Management (ERM) can be modeled as a Mixed-Integer Non-Linear Problem whose aimPalabras claves:Energy resource management, Estimation of distribution algorithm, evolutionary algorithm, Smart grid, UNCERTAINTYAutores:Bethencourt Mayedo M., Lezama F., Quintana J.M., Rodríguez-González A.Y., Yoan Martínez LópezFuentes:scopusApplying ring cellular encode-decode UMDA to risk-based energy scheduling
Conference ObjectAbstract: One of the challenges to making cities and human settlements inclusive, safe, resilient, and sustainPalabras claves:cellular estimation distribution algorithms, Evolutionary computation, smart grids, uncertain environmentsAutores:Álvarez-Carmona M., Aranda R., Quintana J.M., Rodríguez-González A.Y., Yoan Martínez LópezFuentes:scopus