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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(11)
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics(11)
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A 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:scopusA novel color-based data visualization approach using a circular interaction model and dimensionality reduction
Conference ObjectAbstract: Dimensionality reduction (DR) methods are able to produce low-dimensional representations of an inpuPalabras claves:data visualization, Dimensionality reduction, Interactive Interface, Pairwise similarityAutores:Ana C. Umaquinga-Criollo, Castellanos-Dominguez G., Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Paul D. Rosero-Montalvo, Salazar-Castro J.A., Zenaida Castillo-MarreroFuentes:scopusDeep-DSO: Improving Mapping of Direct Sparse Odometry Using CNN-Based Single-Image Depth Estimation
ArticleAbstract: In recent years, SLAM, visual odometry, and structure-from-motion approaches have widely addressed tPalabras claves:CNN direct sparse odometry, monocular 3D reconstruction, monocular ego-motion, Monocular visual odometry, pure visual odometryAutores:Andrés Rosales, Diego Hernán Peluffo-Ordóñez, Erick P. Herrera-Granda, Israel D. Herrera-Granda, Javier E. Revelo-Fuelagán, José Lucio-Naranjo, Juan C. Torres-CanteroFuentes:scopusAdaptation and Recovery Stages for Case-Based Reasoning Systems Using Bayesian Estimation and Density Estimation with Nearest Neighbors
Conference ObjectAbstract: When searching for better solutions that improve the medical diagnosis accuracy, Case-Based reasoninPalabras claves:Bayes, Case-based reasoning, Classification, Parametric, probabilityAutores:A. E. Castro-Ospina, D. Bastidas Torres, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Leandro L. Lorente-Leyva, Miguel A. Becerra, Piñeros Rodriguez C., Xiomara P. Blanco-ValenciaFuentes:scopusCardiac Murmur Effects on Automatic Segmentation of ECG Signals for Biometric Identification: Preliminary Study
Conference ObjectAbstract: Biometric identification or authentication is a pattern recognition process, which is carried out acPalabras claves:Automatic segmentation, biometric, Electrocardiographic signal, Heart murmur, Pattern recognitionAutores:A. E. Castro-Ospina, Camilo Zapata-Hernandez, Carolina M. Duque-Mejía, Cristian Mejía-Arboleda, Delgadotrejos E., Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Miguel A. Becerra, Paul D. Rosero-MontalvoFuentes:scopusAngle-based model for interactive dimensionality reduction and data visualization
Conference ObjectAbstract: In recent times, an undeniable fact is that the amount of data available has increased dramaticallyPalabras claves:data visualization, Dimensionality reduction, Kernel PCA, Pairwise similarityAutores:Carlos M. Ortega-Castillo, Cielo K. Basante-Villota, Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, MacArthur Ortega-Bustamante, Paul D. Rosero-Montalvo, Salazar-Castro J.A., Vega-Escobar L.S.Fuentes:scopusDrowsiness Detection in Drivers Through Real-Time Image Processing of the Human Eye
Conference ObjectAbstract: At a global level, drowsiness is one of the main causes of road accidents causing frequent deaths anPalabras claves:Alarm, Artificial intelligence, Drowsiness Detection, Human eye, Image ProcessingAutores:Diego Hernán Peluffo-Ordóñez, Erick P. Herrera-Granda, Israel D. Herrera-Granda, Javier E. Revelo-Fuelagán, Jorge A. Caraguay-Procel, Leandro L. Lorente-Leyva, Pedro D. Granda-GudiñoFuentes:scopusDynamic modeling of a proton-exchange membrane fuel cell using a gaussian approach
ArticleAbstract: This paper proposes a Gaussian approach for the proton-exchange membrane fuel cell (PEMFC) model thaPalabras claves:Diffusive model, Evolution strategy, Gaussian model, Proton exchange membrane fuel cell, Voltage-current dynamic responseAutores:Alpala J., Diego Hernán Peluffo-Ordóñez, González-Castaño C., Janeth Alpala, Javier E. Revelo-Fuelagán, Leandro L. Lorente-Leyva, Restrepo C.Fuentes:scopus