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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(5)
Advances in Intelligent Systems and Computing(1)
Communications in Computer and Information Science(1)
Indonesian Journal of Electrical Engineering and Informatics(1)
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS(1)
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scopus(10)
Comparative study of data mining techniques to reveal patterns of academic performance in secondary education
ArticleAbstract: The data mining techniques allow for unveiling knowledge from large volumes of information, which haPalabras claves:Academic performance patterns, Classifiers, feature selection, matlab, Multiple classifierAutores:Ana C. Umaquinga-Criollo, Andrés M. Vargas-Muñoz, Diana C. Chamorro-Sangoquiza, Diego Hernán Peluffo-Ordóñez, Miguel A. BecerraFuentes:scopusDevelopments on solutions of the normalized-cut-clustering problem without eigenvectors
Conference ObjectAbstract: Normalized-cut clustering (NCC) is a benchmark graph-based approach for unsupervised data analysis.Palabras claves:Eigenvectors, Graph-based clustering, Normalized cut clustering, Quadratic formsAutores:A. E. Castro-Ospina, Diego Hernán Peluffo-Ordóñez, Israel D. Herrera-Granda, K. L. Ponce-Guevara, Leandro L. Lorente-Leyva, Miguel A. Becerra, Paul D. Rosero-Montalvo, Rodríguez-Sotelo J.L.Fuentes:scopusData fusion applied to biometric identification – A review
Conference ObjectAbstract: There is a growing interest in data fusion oriented to identification and authentication from biometPalabras claves:biometric, data fusion, Multimodal systems, physiological signals, Signal processingAutores:Camilo Zapata-Hernandez, Duque C.M., Gonzalez M.E., Luna J.A.G., Miguel A. Becerra, Rojas-Idarraga Y.K.Fuentes:scopusData fusion from multiple stations for estimation of PM2.5 in specific geographical location
Conference ObjectAbstract: Nowadays, an important decrease in the quality of the air has been observed, due to the presence ofPalabras claves:ANFIS, PM2.5 estimation, Support Vector RegressionAutores:Carvajal J.G., Diego Hernán Peluffo-Ordóñez, Luna J.A.G., Miguel A. Becerra, Sánchez M.B., Tobon C.Fuentes:scopusCase-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:scopusDimensionality reduction based on fuzzy rough sets oriented to ischemia detection
Conference ObjectAbstract: This paper presents a dimensionality reduction study based on fuzzy rough sets with the aim of increPalabras claves:Autores:Delgadotrejos E., Miguel A. Becerra, Orrego D.A.Fuentes:scopusMovement identification in emg signals using machine learning: A comparative study
Conference ObjectAbstract: The analysis of electromyographic (EMG) signals enables the development of important technologies foPalabras claves:ANN, EMG signals, Feature Extraction, Knn, ParzenAutores:A. E. Castro-Ospina, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Laura Daniela Lasso-Arciniegas, Miguel A. Becerra, Salazar-Castro J.A., Viveros-Melo A.Fuentes: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:scopusTraffic characterization in a communications channel for monitoring and control in real-time systems
ArticleAbstract: The response time for remote monitoring and control in real-time systems is a sensitive issue in devPalabras claves:communication networks, Machine learning, Real-time systems, Remote Control, Traffic analysisAutores:Delgadotrejos E., Miguel A. Becerra, Morantes-Guzman L.J., Serna-Guarin L.Fuentes:scopus