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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(4)
Advances in Intelligent Systems and Computing(1)
Expert Systems(1)
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Medicina y salud(1)
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Ciencias de la computación(4)
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scopus(6)
Case-based reasoning systems for medical applications with improved adaptation and recovery stages
Conference ObjectAbstract: Case-Based Reasoning Systems (CBR) are in constant evolution, as a result, this article proposes impPalabras claves:Cascade classification, Case-based reasoning, Preprocessing, probabilityAutores:A. E. Castro-Ospina, D. Bastidas Torres, Diego Hernán Peluffo-Ordóñez, Miguel A. Becerra, Piñeros Rodriguez C., Xiomara P. Blanco-ValenciaFuentes:scopusAdaptation and Recovery Stages for Case-Based Reasoning Systems Using Bayesian Estimation and Density Estimation with Nearest Neighbors
Conference ObjectAbstract: When searching for better solutions that improve the medical diagnosis accuracy, Case-Based reasoninPalabras claves:Bayes, Case-based reasoning, classification, Parametric, probabilityAutores:A. E. Castro-Ospina, D. Bastidas Torres, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Leandro L. Lorente-Leyva, Miguel A. Becerra, Piñeros Rodriguez C., Xiomara P. Blanco-ValenciaFuentes:scopusGeneralized Low-Computational Cost Laplacian Eigenmaps
Conference ObjectAbstract: Dimensionality reduction (DR) is a methodology used in many fields linked to data processing, and maPalabras claves:Dimensionality reduction, Generalized methodology, Kernel approximations, Low-computational cost, multiple kernel learning, Spectral methodsAutores:Basante C., Castellanos-Dominguez G., Cruz-Cruz L.D., Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Ortega C., Peña D.F., Salazar-Castro J.A., Xiomara P. Blanco-ValenciaFuentes:scopusOn 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: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:scopusUrban Pollution Environmental Monitoring System Using IoT Devices and Data Visualization: A Case Study
Conference ObjectAbstract: This work presents a new approach to the Internet of Things (IoT) between sensor nodes and data analPalabras claves:Data Analysis, Environmental monitoring, Environmental science computing, Intelligent systemAutores:Diego Hernán Peluffo-Ordóñez, Leandro L. Lorente-Leyva, Paul D. Rosero-Montalvo, Vivian Félix López-Batista, Xiomara P. Blanco-ValenciaFuentes:scopus