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Advances in Intelligent Systems and Computing(1)
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)
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On the relationship between dimensionality reduction and spectral clustering from a kernel viewpoint
Conference ObjectAbstract: This paper presents the development of a unified view of spectral clustering and unsupervised dimensPalabras claves:Dimensionality reduction, Generalized kernel formulation, Kernel PCA, Spectral clustering, Support Vector MachineAutores:A. E. Castro-Ospina, Alvarado-PÉrez J.C., Anaya-Isaza A.J., Diego Hernán Peluffo-Ordóñez, Miguel A. Becerra, Therón R., Xiomara P. Blanco-ValenciaFuentes:scopusOptimization of the Master Production Scheduling in a Textile Industry Using Genetic Algorithm
Conference ObjectAbstract: In a competitive environment, an industry’s success is directly related to the level of optimizationPalabras claves:forecasting, Genetic Algorithm, Master Production Scheduling, Optimization, Production planning, TEXTILE INDUSTRYAutores:Diego Hernán Peluffo-Ordóñez, Erick P. Herrera-Granda, Israel D. Herrera-Granda, Jefferson R. Murillo-Valle, Leandro L. Lorente-Leyva, Paul D. Rosero-Montalvo, Xiomara P. Blanco-Valencia, Yakcleem Montero-SantosFuentes:scopusPerformance improvement and Lyapunov stability analysis of nonlinear systems using hybrid optimization techniques
ArticleAbstract: Using Hybrid optimization algorithms for nonlinear systems analysis is a novel approach. It is a powPalabras claves:continuous stirred tank reactor, extended Bergman's minimal model, hybrid PSOGSA, hybrid PSOGWO, inverted pendulum, Lyapunov stability analysisAutores:Chaudhary G., Srivastava S., Srivastava V., Xiomara P. Blanco-ValenciaFuentes:scopus