Mostrando 10 resultados de: 11
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Advances in Science, Technology and Engineering Systems(2)
2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016(1)
2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(1)
2018 IEEE 3rd Ecuador Technical Chapters Meeting, ETCM 2018(1)
Communications in Computer and Information Science(1)
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Ciencias de la computación(7)
Programación informática, programas, datos, seguridad(3)
Física aplicada(2)
Métodos informáticos especiales(2)
Fisiología humana(1)
Air quality monitoring intelligent system using machine learning techniques
Conference ObjectAbstract: Environment monitoring is so important because it is based on the first right of people, life and hePalabras claves:Air quality, Intelligent system, Monitoring systemAutores:Ana C. Umaquinga-Criollo, Beltran L.A., Diego Hernán Peluffo-Ordóñez, Edgar D.V. Jaramillo, Edgar Jaramillo, JAIME ROBERTO MICHILENA CALDERÓN, Jorge A. Caraguay-Procel, Mario M. Mediavilla-Valverde, Paul D. Rosero-Montalvo, Ruiz M.A.Fuentes:googlescopusDifferent perspectives for kernel spectral clustering: A theoretical study
Conference ObjectAbstract: Spectral clustering is a suitable technique to deal with problems involving unlabeled clusters and hPalabras claves:Kernel, Spectral clustering, SUPPORT VECTOR MACHINESAutores:Carlos A.A. Vásquez, Carlos Pupiales, Diego Hernán Peluffo-Ordóñez, Edgar D.V. Jaramillo, Edgar Maya-Olalla, JAIME ROBERTO MICHILENA CALDERÓN, Luis Suárez-Zambrano, Paul D. Rosero-MontalvoFuentes:googlescopusMultivariate Approach to Alcohol Detection in Drivers by Sensors and Artificial Vision
Conference ObjectAbstract: This work presents a system for detecting excess alcohol in drivers to reduce road traffic accidentsPalabras claves:Alcohol detection, drunk detection, prototype selection, sensors, Supervised classificationAutores:Diego Hernán Peluffo-Ordóñez, Paul D. Rosero-Montalvo, Ricardo P. Arciniega-Rocha, Vanessa C. Erazo-Chamorro, Vivian Félix López-BatistaFuentes:scopusHuman 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: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:scopusIntelligent WSN system for water quality analysis using machine learning algorithms: A case study (Tahuando river from Ecuador)
OtherAbstract: This work presents a wireless sensor network (WSN) system able to determine the water quality of rivPalabras claves:prototype selection, River pollution, Supervised classification, WSNAutores:Diego Hernán Peluffo-Ordóñez, Lopez-Batista V.F., Paul D. Rosero-Montalvo, Riascos-Salas J.A.Fuentes:scopusIntelligent system for identification of wheelchair user's posture using machine learning techniques
ArticleAbstract: This paper presents an intelligent system aimed at detecting a person's posture when sitting in a whPalabras claves:Embedded System, K-NEAREST NEIGHBORS, Kennard-stone, posture detection, Principal Component AnalysisAutores:Diego Hernán Peluffo-Ordóñez, Edwin A. Rosero, Jorge Serrano, Paul D. Rosero-Montalvo, Vivian Félix López-BatistaFuentes: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:scopusSign Language Recognition Based on Intelligent Glove Using Machine Learning Techniques
Conference ObjectAbstract: We present an intelligent electronic glove system able to detect numbers of sign language in order tPalabras claves:intelligent glove, Knn, prototype selection, Sign LanguageAutores:Benitez-Pereira H., Carrascal-García J., Diego Hernán Peluffo-Ordóñez, Edison Flores-Bosmediano, Otero-Potosi S., Pamela E. Godoy-Trujillo, Paul D. Rosero-MontalvoFuentes: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:scopus