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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
Communications in Computer and Information Science(1)
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao(1)
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Comparison 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:scopusExploring the Characterization and Classification of EEG Signals for a Computer-Aided Epilepsy Diagnosis System
Conference ObjectAbstract: Epilepsy occurs when localized electrical activity of neurons suffer from an imbalance. One of the mPalabras claves:Electroencephalogram (EEG), Epilepsy diagnosis, k-nearest neighbors (kNN), Linear discriminant analysis (LDA), Quadratic Discriminant Analysis (QDA), support vector machine (SVM)Autores:Ana C. Umaquinga-Criollo, Andrés M. Vargas-Muñoz, Diego Hernán Peluffo-Ordóñez, Emil Vega-Gualán, Miguel A. Becerra, Riascos-Salas J.A.Fuentes:scopusMulti-expert Methods Evaluation on Financial and Economic Data: Introducing Bag of Experts
Conference ObjectAbstract: The use of machine learning into economics scenarios results appealing since it allows for automaticPalabras claves:Bag of experts, Crowd-sourcing, Feed-forward neural network, Finance, Investment banking, Multi-expertAutores:Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Moreno-García M.N., Riascos-Salas J.A., Tamayo-Quintero J.D.Fuentes:googlescopusIntelligent 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:scopusKernel-Spectral-Clustering-Driven Motion Segmentation: Rotating-Objects First Trials
Conference ObjectAbstract: Time-varying data characterization and classification is a field of great interest in both scientifiPalabras claves:Kernels, motion tracking, Spectral clusteringAutores:Diego Hernán Peluffo-Ordóñez, I. C. Marrufo-Rodríguez, K. L. Ponce-Guevara, M. A. Páez-Jaime, Omar R. Oña-Rocha, Riascos-Salas J.A., Salazar-Castro J.A., Torres D.M.Fuentes:scopus