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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao(2)
2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(1)
Advances in Science, Technology and Engineering Systems(1)
Investigacion Operacional(1)
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Métodos informáticos especiales(3)
Escuelas y sus actividades; educación especial(2)
Programación informática, programas, datos, seguridad(2)
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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 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:googlescopusOverview 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:scopusIntroducing the Concept of Interaction Model for Interactive Dimensionality Reduction and Data Visualization
Conference ObjectAbstract: This letter formally introduces the concept of interaction model (IM), which has been used either diPalabras claves:data visualization, Dimensionality reduction, Interaction model, Kernel functionsAutores:Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Hasperué W., I. C. Marrufo-Rodríguez, M. A. Páez-Jaime, MacArthur Ortega-Bustamante, Martín Vélez-Falconí, Paul D. Rosero-MontalvoFuentes:scopusMethodology of teaching and learning in cloud computing technologies: A case study in the career of electronic engineering and communication networks of the “universidad técnica del norte”
ArticleAbstract: This article exposes the design and implementation of a Virtual Learning Environment (EVA) at EnginePalabras claves:CLOUD COMPUTING, Electronic learning, MOODLE, PACIE, Virtual Learning EnvironmentAutores:Ana C. Ramírez-Recalde, Ana C. Umaquinga-Criollo, Carlos A.A. Vásquez, Edgar Maya-OlallaFuentes:scopusPrototype reduction algorithms comparison in nearest neighbor classification for sensor data: Empirical study
Conference ObjectAbstract: This work presents a comparative study of prototype selection (PS) algorithms. Such a study is donePalabras claves:Knn, prototype selection, sensor dataAutores:Ana C. Umaquinga-Criollo, Anaya A., Carlos A.A. Vásquez, Diego Hernán Peluffo-Ordóñez, Edwin A. Rosero, Jorge Serrano, Luis Suárez-Zambrano, Paul D. Rosero-MontalvoFuentes:scopusTheoretical developments for interpreting kernel spectral clustering from alternative viewpoints
ArticleAbstract: To perform an exploration process over complex structured data within unsupervised settings, the so-Palabras claves:Kernel, Spectral clustering, SUPPORT VECTOR MACHINESAutores:Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Edgar Maya-Olalla, Hernán Mauricio Domínguez-Limaico, Luis Suárez-Zambrano, Omar R. Oña-Rocha, Paul D. Rosero-Montalvo, Stefany Flores-ArmasFuentes:scopus