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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(15)
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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:scopusHeart murmur detection using ensemble empirical mode decomposition and derivations of the mel-frequency cepstral coefficients on 4-area phonocardiographic signals
Conference ObjectAbstract: This paper presents an automatic detection system for the classification of phonocardiographic (PCG)Palabras claves:Autores:Delgadotrejos E., Jimenez J., Miguel A. BecerraFuentes:scopusElectroencephalographic signals and emotional states for tactile pleasantness classification
Conference ObjectAbstract: Haptic textures are alterations of any surface that are perceived and identified using the sense ofPalabras claves:Electroencephalographic signal, Sensorial stimulus, Signal processing, Tactile pleasantnessAutores:A. E. Castro-Ospina, Cristian Mejía-Arboleda, Diego Hernán Peluffo-Ordóñez, Durango J., Londoño-Delgado E., Miguel A. Becerra, Pelaez-Becerra S.M.Fuentes:scopusExploration of characterization and classification techniques for movement identification from EMG signals: Preliminary results
Conference ObjectAbstract: Today, human-computer interfaces are increasingly more often used and become necessary for human daiPalabras claves:classification, EMG signals, Movements selection, WaveletAutores: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:scopusExploratory Study of the Effects of Cardiac Murmurs on Electrocardiographic-Signal-Based Biometric Systems
Conference ObjectAbstract: The process of distinguishing among human beings through the inspection of acquired data from physicPalabras claves:Biometric identification, Cardiac murmur, Electrocardiographic signal, Signal processingAutores:Camilo Zapata-Hernandez, Carolina M. Duque-Mejía, Delgadotrejos E., Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Miguel A. Becerra, Serna-Guarin L., Xiomara P. Blanco-ValenciaFuentes:scopusExploring the Characterization and Classification of EEG Signals for a Computer-Aided Epilepsy Diagnosis System
Conference ObjectAbstract: Epilepsy occurs when localized electrical activity of neurons suffer from an imbalance. One of the mPalabras claves:Electroencephalogram (EEG), Epilepsy diagnosis, k-nearest neighbors (kNN), Linear discriminant analysis (LDA), Quadratic Discriminant Analysis (QDA), support vector machine (SVM)Autores:Ana C. Umaquinga-Criollo, Andrés M. Vargas-Muñoz, Diego Hernán Peluffo-Ordóñez, Emil Vega-Gualán, Miguel A. Becerra, Riascos-Salas J.A.Fuentes: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:scopus