Mostrando 10 resultados de: 31
Publisher
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(11)
Applied Sciences (Switzerland)(2)
Communications in Computer and Information Science(2)
Membranes(2)
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao(2)
Área temáticas
Física aplicada(13)
Ciencias de la computación(7)
Métodos informáticos especiales(7)
Fisiología humana(6)
Enfermedades(5)
Área de conocimiento
Ciencias de la computación(11)
Aprendizaje automático(7)
Energía(6)
Análisis de datos(5)
Algoritmo(3)
Enhanced convolutional-neural-network architecture for crop classification
ArticleAbstract: Automatic crop identification and monitoring is a key element in enhancing food production processesPalabras claves:Convolutional neural network (CNN), Crop classification, Post-processing, satellite imagesAutores:Diego Hernán Peluffo-Ordóñez, Gómez-Mendoza J.B., Javier E. Revelo-Fuelagán, Lorena Guachi-Guachi, Moreno-Revelo M.Y.Fuentes:scopusExploration of characterization and classification techniques for movement identification from EMG signals: Preliminary results
Conference ObjectAbstract: Today, human-computer interfaces are increasingly more often used and become necessary for human daiPalabras claves:classification, EMG signals, Movements selection, WaveletAutores:A. E. Castro-Ospina, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Laura Daniela Lasso-Arciniegas, Miguel A. Becerra, Salazar-Castro J.A., Viveros-Melo A.Fuentes:scopusExploratory Study of the Effects of Cardiac Murmurs on Electrocardiographic-Signal-Based Biometric Systems
Conference ObjectAbstract: The process of distinguishing among human beings through the inspection of acquired data from physicPalabras claves:Biometric identification, Cardiac murmur, Electrocardiographic signal, Signal processingAutores:Camilo Zapata-Hernandez, Carolina M. Duque-Mejía, Delgadotrejos E., Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Miguel A. Becerra, Serna-Guarin L., Xiomara P. Blanco-ValenciaFuentes:scopusFeature Extraction Analysis for Emotion Recognition from ICEEMD of Multimodal Physiological Signals
Conference ObjectAbstract: The emotions identification is a very complex task due to depending on multiple variables individualPalabras claves:Emotion recognition, Improved complementary ensemble empirical mode decomposition, Multimodal, physiological signals, Signal processingAutores:A. E. Castro-Ospina, Carolina M. Duque-Mejía, Cristian Mejía-Arboleda, Diego Hernán Peluffo-Ordóñez, Gomez-Lara J.F., Javier E. Revelo-Fuelagán, Miguel A. Becerra, Ordóñez-Bolaños O.A., Rodríguez J.L.Fuentes:scopusGeneralized Bonhoeffer-van der Pol oscillator for modelling cardiac pulse: Preliminary results
Conference ObjectAbstract: This work presents an approach for modelling cardiac pulse from electrocardiographic signals (ECG).Palabras claves:Autores:Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Olivard-Tost G., Ospina-Aguirre C., Rodríguez-Sotelo J.L.Fuentes: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:scopusComputational model of a two-stage microinverter with flyback active clamp and dual buck
Conference ObjectAbstract: This paper presents a computational model of a microinverter for a single-phase grid-connected photoPalabras claves:Dual-Buck, Flyback, Microinverter, Mppt, PhotovoltaicAutores:Bastidas-Rodriguez J.D., Bolanos-Navarrete M.A., Javier E. Revelo-Fuelagán, Osorio G.Fuentes:scopusA New Approach to Supervised Data Analysis in Embedded Systems Environments: A Case Study
Conference ObjectAbstract: Nowadays, the implementation of embedded systems with sensors for massive data collection has becomePalabras claves:Data Analysis, Embedded Systems, sensor dataAutores:Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Luis Suárez-Zambrano, Pamela E. Godoy-Trujillo, Paul D. Rosero-MontalvoFuentes:scopusA data set for electric power consumption forecasting based on socio-demographic features: Data from an area of southern Colombia
OtherAbstract: In this article, we introduce a data set concerning electric-power consumption-related features regiPalabras claves:Electric power consumption, forecasting, Machine learning, smart Grid, Socio-demographic dataAutores:Anaya-Isaza A.J., Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Jorge Parraga-Alava, Moncayo-Nacaza J.D., Paul D. Rosero-MontalvoFuentes:googlescopusA fast-tracking hybrid mppt based on surface-based polynomial fitting and p&o methods for solar pv under partial shaded conditions
ArticleAbstract: The efficiency of photovoltaic (PV) systems depends directly on solar irradiation, so drastic variatPalabras claves:maximum power point tracking, Partial shading conditions, photovoltaic System, Surface-based polynomial fittingAutores:Diego Hernán Peluffo-Ordóñez, González-Castaño C., Javier E. Revelo-Fuelagán, Leandro L. Lorente-Leyva, Restrepo C.Fuentes:scopus