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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(50)
Communications in Computer and Information Science(18)
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao(16)
Advances in Intelligent Systems and Computing(9)
2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings(4)
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Ciencias de la computación(62)
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Classification of subjects with parkinson's disease using finger tapping dataset
Conference ObjectAbstract: Parkinson's disease is the second most common neurodegenerative disorder and affects more than 7 milPalabras claves:classification, Finger Tapping, Machine learning, Parkinson's DiseaseAutores:Diego Hernán Peluffo-Ordóñez, Enrique Pelaez, Francis R. Loayza, Leandro L. Lorente-Leyva, Sanchez-Pozo N.N., Victor Asanza ArmijosFuentes:scopusClassification system for corporate reputation based on financial variables
ArticleAbstract: The most important external assessment for companies is reputation, which is very difficult to calcuPalabras claves:Adaptive diffuse inference system, Corporate reputation, Optimization by particle swarm, Reputational index, Vector Support MachinesAutores:Diego Hernán Peluffo-Ordóñez, Gómez-Bayona L.T., Miguel A. Becerra, Montoya E.M.L., Moreno-López G.A., Murillo-Escobar J.Fuentes:scopusClustering of Reading Ability Performance Variables in the English Language Based on TBL Methodology and Behavior in the Left Hemisphere of the Brain
Conference ObjectAbstract: This research presents an application of the clustering based on Thinking Based - Learning methodoloPalabras claves:Clustering, Cognitive intelligence, Intelligence execution theory, Linguistic skill, Thinking based-learningAutores:Diego Hernán Peluffo-Ordóñez, Leandro L. Lorente-Leyva, Patiño-Alarcón D.R., Patiño-Alarcón F.A.Fuentes:scopusComparative analysis between embedded-spaces-based and Kernel-based approaches for interactive data representation
Conference ObjectAbstract: This work presents a comparative analysis between the linear combination of em-bedded spaces resultiPalabras claves:Artificial Intelligence, CMDS, Dimensionality reduction methods, Kernel, Kernel PCA, LE, LLEAutores:Carlos M. Ortega-Castillo, Cielo K. Basante-Villota, Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Salazar-Castro J.A.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:scopusComparison between unipolar and bipolar electrograms for detecting rotor tip from 2D fibrillation model using image fusion. A simulation study
Conference ObjectAbstract: The atrial fibrillation (AF) is the most common arrhythmia, which generates the highest costs on cliPalabras claves:Atrial Fibrillation, Electrograms, Image fusion, Rotor TipAutores:Diego Hernán Peluffo-Ordóñez, Duarte-Salazar C.a., Luna J.A.G., Miguel A. Becerra, Orozco-Duque A., Tobon C.Fuentes:scopusComparison of Current Deep Convolutional Neural Networks for the Segmentation of Breast Masses in Mammograms
ArticleAbstract: Breast cancer causes approximately 684,996 deaths worldwide, making it the leading cause of female cPalabras claves:Artificial Intelligence, biomedical imaging, Cáncer, image segmentation, Machine learning, Mammography, Medical diagnostic imagingAutores:Anaya-Isaza A.J., Cabrera-Chavarro J.M., Diego Hernán Peluffo-Ordóñez, Lorena Guachi-Guachi, Mera-Jimenez L., Rios-Patino J.I.Fuentes:scopusComparison of controllers and mathematical modeling of a magnetic levitator
ArticleAbstract: This work presents the mathematical modeling and simulation of a magnetic levitator, and a comparisoPalabras claves:COMPARISON, Feedback Controller, Magnetic Levitator, Modeling, NARMAAutores:Diego Hernán Peluffo-Ordóñez, Erick P. Herrera-Granda, Israel D. Herrera-Granda, Karla A. Herrera-Mayorga, Sierra-Martínez L.M.Fuentes:scopusComparison of kernel functions for the pbkp_rediction of the photovoltaic energy supply
ArticleAbstract: Recently, at the fields of climate change and energy demand have turned their attention to the studyPalabras claves:artificial neural networks, kernel function, Photovoltaic energySatellite images, SUPPORT VECTOR MACHINESAutores:Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Mancera-Valetts L., Mora G., Mora-Paz H., Pantoja A.D., Riascos-Salas J.A., Salazar-Castro J.A.Fuentes:scopus