Mostrando 10 resultados de: 57
Filtros aplicados
Publisher
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(18)
Communications in Computer and Information Science(6)
22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings(3)
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao(3)
2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings(2)
Área temáticas
Ciencias de la computación(24)
Métodos informáticos especiales(22)
Funcionamiento de bibliotecas y archivos(15)
Programación informática, programas, datos, seguridad(12)
Física aplicada(3)
Área de conocimiento
Ciencias de la computación(35)
Aprendizaje automático(29)
Análisis de datos(11)
Optimización matemática(10)
Algoritmo(8)
A Brief Review on Instance Selection Based on Condensed Nearest Neighbors for Data Classification Tasks
Conference ObjectAbstract: The condensed nearest neighbor (CNN) classifier is one of the techniques used and known to perform rPalabras claves:classification, Nearest neighbor algorithms, PrototypesAutores:Ana C. Umaquinga-Criollo, 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 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 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: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:scopusClustering of Reading Ability Performance Variables in the English Language Based on TBL Methodology and Behavior in the Left Hemisphere of the Brain
Conference ObjectAbstract: This research presents an application of the clustering based on Thinking Based - Learning methodoloPalabras claves:Clustering, Cognitive intelligence, Intelligence execution theory, Linguistic skill, Thinking based-learningAutores:Diego Hernán Peluffo-Ordóñez, Leandro L. Lorente-Leyva, Patiño-Alarcón D.R., Patiño-Alarcón F.A.Fuentes:scopusComparative 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:scopusComparison of controllers and mathematical modeling of a magnetic levitator
ArticleAbstract: This work presents the mathematical modeling and simulation of a magnetic levitator, and a comparisoPalabras claves:COMPARISON, Feedback Controller, Magnetic Levitator, Modeling, NARMAAutores:Diego Hernán Peluffo-Ordóñez, Erick P. Herrera-Granda, Israel D. Herrera-Granda, Karla A. Herrera-Mayorga, Sierra-Martínez L.M.Fuentes:scopusBuilding a Nasa Yuwe language corpus and tagging with a metaheuristic approach
ArticleAbstract: Nasa Yuwe is the language of the Nasa indigenous community in Colombia. It is currently threatened wPalabras claves:Global-best harmony search, Harmony search, Hill climbing, Nasa Yuwe language, Part of speech tagger, Tabu memory, Tagged corpusAutores:Cobos C.A., Curieux T.R., Diego Hernán Peluffo-Ordóñez, Herrera-Viedma E., Muñoz J.C.C., Sierra-Martínez L.M.Fuentes:scopus