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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(7)
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Heart Rate Detection using a Piezoelectric Ceramic Sensor: Preliminary results
ArticleAbstract: Real-time vital signs monitoring, particularly heart rate, is essential in today's medical practicePalabras claves:BPM, Heart rate, Piezoelectric, Pulse DetectionAutores:Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Eduardo Luis Cepeda Muñoz, Lenin Javier Ramirez Cando, Miguel A. Becerra, Paul D. Rosero-MontalvoFuentes:scopusFeature Extraction Analysis for Emotion Recognition from ICEEMD of Multimodal Physiological Signals
Conference ObjectAbstract: The emotions identification is a very complex task due to depending on multiple variables individualPalabras claves:Emotion recognition, Improved complementary ensemble empirical mode decomposition, Multimodal, physiological signals, Signal processingAutores:A. E. Castro-Ospina, Carolina M. Duque-Mejía, Cristian Mejía-Arboleda, Diego Hernán Peluffo-Ordóñez, Gomez-Lara J.F., Javier E. Revelo-Fuelagán, Miguel A. Becerra, Ordóñez-Bolaños O.A., Rodríguez J.L.Fuentes:scopusEffect of the electrograms density in detecting and ablating the tip of the rotor during chronic atrial fibrillation: An in silico study
ArticleAbstract: Aims Identification in situ of arrhythmogenic mechanisms could improve the rate of ablation successPalabras claves:ablation, Atrial Fibrillation, computer model, Dynamic approximate entropy map, Rotor TipAutores:Bustamante J., Miguel A. Becerra, Orozco-Duque A., Tobon C., Ugarte J.P.Fuentes: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:scopusDiffuse expert system for the measurement of human capital in institutions of higher education in Colombia
ArticleAbstract: The education institutions, particularly the higher education institutions (HEI) present the human cPalabras claves:Expert System, High education institutions, Human Capital, MeasurementAutores:Gómez-Bayona L.T., Miguel A. Becerra, Montoya E.M.L., Moreno-López G.A.Fuentes: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:scopusData fusion and information quality for biometric identification from multimodal signals
ArticleAbstract: Biometric identification is carried out by processing physiological traits and signals. Biometrics sPalabras claves:Biometry, data fusion, information quality, Signal processingAutores:Andrés Viveros, Diego Hernán Peluffo-Ordóñez, Laura Daniela Lasso-Arciniegas, Miguel A. Becerra, Serna-Guarin L., Tobon C.Fuentes:scopusComparative 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:scopusComparison among physiological signals for biometric identification
Conference ObjectAbstract: The biometric is an open research field that requires analysis of new techniques to increase its accPalabras claves:biometric, Classifiers mixture, Multimodal system, physiological signals, Signal processingAutores:Alvarez-Uribe K.C., Diego Hernán Peluffo-Ordóñez, Miguel A. Becerra, Moreno-Revelo M.Y., Ortega-Adarme M.Fuentes:scopusAnalytic study on the performance of multi-classification approaches in case-based reasoning systems: Medical data exploration
ArticleAbstract: This paper compares the main combinations of classifiers (Sequential, Parallel and Stacking) over twPalabras claves:Case based reasoning, Classifiers fusion, Dermatology disease, Heart diseaseAutores:Ana C. Umaquinga-Criollo, Bastidas D., Diego Hernán Peluffo-Ordóñez, Miguel A. Becerra, Piñeros C., Sierra-Martínez L.M.Fuentes:googlescopus