Mostrando 6 resultados de: 6
Filtros aplicados
Publisher
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(3)
Communications in Computer and Information Science(1)
Data(1)
Sensors (Switzerland)(1)
Área temáticas
Programación informática, programas, datos, seguridad(2)
Biblioteconomía y Documentación informatica(1)
Ciencias de la computación(1)
Escuelas y sus actividades; educación especial(1)
Interacción social(1)
Área de conocimiento
Aprendizaje automático(4)
Ciencias de la computación(3)
Algoritmo(2)
Análisis de datos(1)
Cognición(1)
Origen
scopus(6)
Analysis of motor imaginary BCI within multi-environment scenarios using a mixture of classifiers
Conference ObjectAbstract: Brain-computer interface (BCI) is a system that provides communication between human beings and machPalabras claves:Brain-Computer Interface, ENVIRONMENTS, Mixture of classifiers, Signal processingAutores:A. E. Castro-Ospina, Diego Hernán Peluffo-Ordóñez, Marín-Castrillón D.M., Miguel A. Becerra, Moreno-Revelo M.Y., Ortega-Adarme M.Fuentes:scopusA novel method for objective selection of information sources using multi-kernel SVM and local scaling
ArticleAbstract: Advancement on computer and sensing technologies has generated exponential growth in the data availaPalabras claves:Machine learning, Multimodality, multiple kernel learning, Source selection, SUPPORT VECTOR MACHINESAutores:A. E. Castro-Ospina, Areiza-Laverde H.J., Díaz G.M., Hernández M.L.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:scopusMulti-label learning by hyperparameters calibration for treating class imbalance
Conference ObjectAbstract: Multi-label learning has been becoming an increasingly active area into the machine learning communiPalabras claves:Imbalanced learning, Multilabel classification, Problem transformation, Support Vector MachineAutores:A. E. Castro-Ospina, Cardona-Escobar A., Giraldo-Forero A.Fuentes:scopusNon-generalized Analysis of the Multimodal Signals for Emotion Recognition: Preliminary Results
Conference ObjectAbstract: Emotions are mental states associated with some stimuli, and they have a relevant impact on the peopPalabras claves:Emotion recognition, physiological signals, Signal processingAutores:A. E. Castro-Ospina, Camilo Zapata-Hernandez, Carolina M. Duque-Mejía, Cristian Mejía-Arboleda, Diego Hernán Peluffo-Ordóñez, Londoño-Delgado E., Miguel A. BecerraFuentes:scopusInformation quality assessment for data fusion systems
ArticleAbstract: This paper provides a comprehensive description of the current literature on data fusion, with an emPalabras claves:Context assessment, data fusion, information quality, Quality assessmentAutores:A. E. Castro-Ospina, Diego Hernán Peluffo-Ordóñez, Miguel A. Becerra, Tobon C.Fuentes:scopus