Mostrando 10 resultados de: 16
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(5)
22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings(2)
Communications in Computer and Information Science(2)
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao(2)
2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings(1)
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Ciencias de la computación(8)
Métodos informáticos especiales(6)
Programación informática, programas, datos, seguridad(4)
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Aprendizaje automático(8)
Ciencias de la computación(5)
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scopus(16)
An improved multi-class spectral clustering based on normalized cuts
Conference ObjectAbstract: In this work, we present an improved multi-class spectral clustering (MCSC) that represents an alterPalabras claves:Autores:Acosta-Medina C.D., Castellanos-Dominguez G., Diego Hernán Peluffo-OrdóñezFuentes:scopusA Chatterbot Based on Genetic Algorithm: Preliminary Results
Conference ObjectAbstract: Chatterbots are programs that simulate an intelligent conversation with people. They are commonly usPalabras claves:ChatBot, Evolutionary programming, Natural Language processingAutores:Cristian Orellana, Diego Hernán Peluffo-Ordóñez, Jeremy Yazán, Lorena Guachi-Guachi, Martín TobarFuentes:scopusA Dynamic Programming Approach for Power Curtailment Decision Making on PV Systems
Conference ObjectAbstract: The new grid codes for large-scale photovoltaic power plants require power curtailment despite the vPalabras claves:LS-PVPP, Maximum power point tracker (MPPT), Photovoltaic power plant (PVPP)Autores:Cabrera-Alvarez E.N., Diego Hernán Peluffo-Ordóñez, Fernández-Fernández Y., Leandro L. Lorente-LeyvaFuentes:scopusA Genetic Algorithm for Scheduling Laboratory Rooms: A Case Study
Conference ObjectAbstract: Genetic algorithms (GAs) are a great tool for solving optimization problems. Their characteristics aPalabras claves:Genetic Algorithms, mutation, Scheduling optimizationAutores:Diego Hernán Peluffo-Ordóñez, Esteban Moya, Guachi Robinson, Juan Diego Terneus, Lorena Guachi-Guachi, Mario Moncayo, Martín Larrea, Rafael Fuenmayor, Sebastián TrujilloFuentes:scopusA multi-class extension for multi-labeler support vector machines
Conference ObjectAbstract: In recent years, there has been an increasing interest in the design of pattern recognition systemsPalabras claves:Autores:Arias-Londoño J.D., Castellanos-Domínguez G., Diego Hernán Peluffo-Ordóñez, Murillo-Rendón S.Fuentes:scopusDevelopments on solutions of the normalized-cut-clustering problem without eigenvectors
Conference ObjectAbstract: Normalized-cut clustering (NCC) is a benchmark graph-based approach for unsupervised data analysis.Palabras claves:Eigenvectors, Graph-based clustering, Normalized cut clustering, Quadratic formsAutores:A. E. Castro-Ospina, Diego Hernán Peluffo-Ordóñez, Israel D. Herrera-Granda, K. L. Ponce-Guevara, Leandro L. Lorente-Leyva, Miguel A. Becerra, Paul D. Rosero-Montalvo, Rodríguez-Sotelo J.L.Fuentes:scopusDemand Forecasting for Textile Products Using Statistical Analysis and Machine Learning Algorithms
Conference ObjectAbstract: The generation of an accurate forecast model to estimate the future demand for textile products thatPalabras claves:artificial neural networks, Demand Forecasting, Machine learning algorithms, Statistical Analysis, Temporal hierarchies, Textile productsAutores:Alemany M.M.E., Araujo R.A., Diego Hernán Peluffo-Ordóñez, Leandro L. Lorente-LeyvaFuentes:scopusAlgorithms Air Quality Estimation: A Comparative Study of Stochastic and Heuristic Pbkp_redictive Models
Conference ObjectAbstract: This paper presents a comparative analysis of pbkp_redictive models applied to air quality estimatioPalabras claves:Air quality, contamination, forecasting, pbkp_redictive modelsAutores:Diego Hernán Peluffo-Ordóñez, Leandro L. Lorente-Leyva, Sanchez-Pozo N.N., Solé-Ribalta A., Torres D.M., Trilles-Oliver S.Fuentes:scopusDesign 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:scopusGeneralized Low-Computational Cost Laplacian Eigenmaps
Conference ObjectAbstract: Dimensionality reduction (DR) is a methodology used in many fields linked to data processing, and maPalabras claves:Dimensionality reduction, Generalized methodology, Kernel approximations, Low-computational cost, multiple kernel learning, Spectral methodsAutores:Basante C., Castellanos-Dominguez G., Cruz-Cruz L.D., Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Ortega C., Peña D.F., Salazar-Castro J.A., Xiomara P. Blanco-ValenciaFuentes:scopus