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A Brief Review on Instance Selection Based on Condensed Nearest Neighbors for Data Classification Tasks
Conference ObjectAbstract: The condensed nearest neighbor (CNN) classifier is one of the techniques used and known to perform rPalabras claves:classification, Nearest neighbor algorithms, PrototypesAutores:Ana C. Umaquinga-Criollo, Cabrera-Alvarez E.N., Diego Hernán Peluffo-Ordóñez, Fernández-Fernández Y., Leandro L. Lorente-LeyvaFuentes:scopusDevelopments on Support Vector Machines for Multiple-Expert Learning
Conference ObjectAbstract: In supervised learning scenarios, some applications require solve a classification problem wherein lPalabras claves:Multiple expert learning, Supervised learning, SUPPORT VECTOR MACHINESAutores:Aalaila Y., Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Moreno-García M.N., Tamayo-Quintero J.D.Fuentes:googlescopusDesign of a low computational cost prototype for cardiac arrhythmia detection
ArticleAbstract: This research presents the design of a prototype for the detection of cardiac arrhythmias that incorPalabras claves:Arduino Mega, Cardiac Arrhythmias, Holter ECG signal, MIT arrhythmia databaseAutores:Ana C. Umaquinga-Criollo, Andrés M. Vargas-Muñoz, Diana C. Chamorro-Sangoquiza, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Miguel A. Becerra, Paul D. Rosero-MontalvoFuentes:scopusOverview on kernels for least-squares support-vector-machine-based clustering: Explaining kernel spectral clustering
ReviewAbstract: This letter presents an overview on some remarkable basics on kernels as well as the formulation ofPalabras claves:Clustering, kernel principal component analysis, Kernel spectral clustering KSC, support vector machine (SVM)Autores:Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Fernández-Fernández Y., Marrufo I., Paez M.A., Paul D. Rosero-MontalvoFuentes:scopusInnovation in Biodegradable Textile Fibers for the Creation of Ecological Textiles
Conference ObjectAbstract: This research carries out a systematic, descriptive, documentary study in the textile area focus onPalabras claves:Biodegradable, Ecology, environment, Fiber, Pollution, textileAutores:Ana C. Umaquinga-Criollo, Cristina E. Molina-Martínez, Edgar D. Jaramillo-Vinueza, Tatyana K. Saltos-Echeverría, Wendy M. Guerrero-LoyolaFuentes:googlescopus