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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(4)
2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(3)
Advances in Science, Technology and Engineering Systems(2)
Communications in Computer and Information Science(1)
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Métodos informáticos especiales(6)
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Automatic motion segmentation via a cumulative kernel representation and spectral clustering
Conference ObjectAbstract: Dynamic or time-varying data analysis is of great interest in emerging and challenging research on aPalabras claves:Kernel spectral clustering, Motion segmentation, Time-varying data, Variable rankingAutores:Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Luis Suárez-Zambrano, O. T. Sánchez-Manosalvas, Omar R. Oña-Rocha, Paul D. Rosero-Montalvo, Rodríguez-Sotelo J.L.Fuentes:scopusData visualization using interactive dimensionality reduction and improved color-based interaction model
Conference ObjectAbstract: This work presents an improved interactive data visualization interface based on a mixture of the ouPalabras claves:Color-based model, data visualization, Dimensionality reduction, Pairwise similarityAutores:Ana C. Umaquinga-Criollo, Castro-Silva J.A., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, E. A. Rosero-Rosero, Paul D. Rosero-MontalvoFuentes:scopusGreenFarm-DM: A tool for analyzing vegetable crops data from a greenhouse using data mining techniques (First trial)
Conference ObjectAbstract: This work shows the use of Big Data and Data Mining techniques on vegetable crops data from a greenhPalabras claves:BIG DATA, data analytics, Data Mining, KDD, PRECISION AGRICULTUREAutores:Alvarado-PÉrez J.C., Diego Hernán Peluffo-Ordóñez, Edgar Maya-Olalla, Hernán Mauricio Domínguez-Limaico, J. A. Palacios-Echeverria, K. L. Ponce-Guevara, Luis Suárez-Zambrano, Paul D. Rosero-MontalvoFuentes:scopusElderly fall detection using data classification on a portable embedded system
Conference ObjectAbstract: The area of research on the detection of falls in the elderly allows to prevent major ailments to aPalabras claves:Embedded System, Fall detection, Knn, prototype selectionAutores:Carlos A.A. Vásquez, Diego Hernán Peluffo-Ordóñez, Edwin A. Rosero, I. C. Marrufo-Rodríguez, K. L. Ponce-Guevara, Pamela Godoy, Paul D. Rosero-Montalvo, Stefany C. Flores, STEFANY CRISTINA FLORES ARMAS, Zamir MeraFuentes:googlescopusHuman sit down position detection using data classification and dimensionality reduction
ArticleAbstract: The analysis of human sit down position is a research area allows for preventing health physical proPalabras claves:chair position, Embedded System, Knn, PCaAutores:Daniel Jaramillo, Diego Hernán Peluffo-Ordóñez, Lopez M., Paul D. Rosero-Montalvo, Stefany C. Flores, STEFANY CRISTINA FLORES ARMAS, Vanessa Alvear-PuertasFuentes:googlescopusInteractive data visualization using dimensionality reduction and dissimilarity-based representations
Conference ObjectAbstract: This work describes a new model for interactive data visualization followed from a dimensionality-rePalabras claves:data visualization, Dimensionality reduction, Pairwise dissimilarityAutores:Alvarado-PÉrez J.C., Castro-Silva J.A., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, MacArthur Ortega-Bustamante, Paul D. Rosero-Montalvo, Therón R.Fuentes:scopusInteractive data visualization using dimensionality reduction and similarity-based representations
Conference ObjectAbstract: This work presents a new interactive data visualization approach based on mixture of the outcomes ofPalabras claves:data visualization, Dimensionality reduction, Pairwise similarityAutores:Alvarado-PÉrez J.C., Anaya-Isaza A.J., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Paul D. Rosero-Montalvo, Paul Diaz, Salazar-Castro J.A., Therón R.Fuentes:scopusTwo novel clustering performance measures based on coherence and relative assignments of clusters
Conference ObjectAbstract: This work proposes two novel alternatives for dealing with the highly important issue of the clusterPalabras claves:Cluster coherence, Clustering, Graph-partitioning, probabilities, Relative frequenciesAutores:A. E. Castro-Ospina, Areiza-Laverde H.J., Diego Hernán Peluffo-Ordóñez, Miguel A. Becerra, Paul D. Rosero-Montalvo, Rodríguez-Sotelo J.L.Fuentes: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