Mostrando 10 resultados de: 62
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(16)
Advances in Intelligent Systems and Computing(6)
Communications in Computer and Information Science(6)
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao(4)
International Conference on Applied Electronics(3)
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Comparative analysis between embedded-spaces-based and Kernel-based approaches for interactive data representation
Conference ObjectAbstract: This work presents a comparative analysis between the linear combination of em-bedded spaces resultiPalabras claves:Artificial Intelligence, CMDS, Dimensionality reduction methods, Kernel, Kernel PCA, LE, LLEAutores:Carlos M. Ortega-Castillo, Cielo K. Basante-Villota, Diego Fernando Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Salazar-Castro J.A.Fuentes:scopusComparative study of data mining techniques to reveal patterns of academic performance in secondary education
ArticleAbstract: The data mining techniques allow for unveiling knowledge from large volumes of information, which haPalabras claves:Academic performance patterns, Classifiers, feature selection, matlab, Multiple classifierAutores:Ana C. Umaquinga-Criollo, Andrés M. Vargas-Muñoz, Diana C. Chamorro-Sangoquiza, Diego Hernán Peluffo-Ordóñez, Miguel A. BecerraFuentes:scopusComputer vision-based method for automatic detection of crop rows in potato fields
Conference ObjectAbstract: This work presents an adaptation and validation of a method for automatic crop row detection from imPalabras claves:Autonomous guidance, Computer Vision, Crop row detection, image segmentationAutores:Diego Hernán Peluffo-Ordóñez, Garrido Fernando, Granda P., Iván García-Santillán, Marco R. Pusdá-Chulde, Pedro Granda, Víctor Caranqui-SánchezFuentes:googlescopusAnalysis of Sorting Algorithms Using a WSN and Environmental Pollution Data based on FPGA
Conference ObjectAbstract: Wireless Snesor Network (WSN) based systems with a focus on Internet of Things (IoT) applications gePalabras claves:Fpga, Sensor network, Sorting Algortims, WSNAutores:Diego Hernán Peluffo-Ordóñez, Guillermo Montesdeoca, Kevin Chica, Victor Asanza ArmijosFuentes:googlescopusA 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 Data-Driven Approach for Automatic Classification of Extreme Precipitation Events: Preliminary Results
Conference ObjectAbstract: Even though there exists no universal definition, in the South America Andean Region, extreme precipPalabras claves:Data Driven, Extreme precipitation, feature selection, forecasting, PCa, Relief, SVMAutores:D. Chaglla-Aguagallo, Diego Hernán Peluffo-Ordóñez, Escobar-González D., Juan González-VergaraFuentes: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 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 New Data-Preprocessing-Related Taxonomy of Sensors for IoT Applications
ArticleAbstract: IoT devices play a fundamental role in the machine learning (ML) application pipeline, as they collePalabras claves:computational intelligence, data analytics, data pre-processing, internet of things, Machine learning, SensorAutores:Diego Hernán Peluffo-Ordóñez, Lopez-Batista V.F., 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:googlescopus