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Aplicando minería de datos para descubrir rutas de aprendizaje frecuentes en Moodle
(Universidad de Córdoba, UCOPress, 2016)
En este artículo, aplicamos técnicas de minería de datos para descubrir rutas de aprendizaje frecuentes. Hemos utilizado datos de 84 estudiantes universitarios, seguidos en un curso online usando Moodle 2.0. Proponemos ...
Unimodal regularisation based on beta distribution for deep ordinal regression
(Elsevier, 2022)
Currently, the use of deep learning for solving ordinal classification problems, where categories follow a natural order, has not received much attention. In this paper, we propose an unimodal regularisation based on the ...
Parallelization Strategies for Markerless Human Motion Capture
(2015-10-15)
Markerless Motion Capture (MMOCAP) is the
problem of determining the pose of a person from images
captured by one or several cameras simultaneously without
using markers on the subject. Evaluation of the solutions
is ...
Human interaction categorization by using audio-visual cues
(Springer Nature, 2013)
Human Interaction Recognition (HIR) in uncontrolled TV video material is a very challenging problem because of the huge intra-class variability of the classes (due to large differences in the way actions are performed, ...
Comparing Evolutionary Algorithms and Particle Filters for Markerless Human Motion Capture
(Elsevier, 2014)
Markerless Human Motion Capture is the problem of determining the joints’ angles of a three-dimensional articulated body model that best matches current and past observations acquired by video cameras. The problem of ...
Técnicas de clasificación para la predicción de tarifas aéreas
(Universidad de Córdoba, UCOPress, 2023)
Esta memoria de tesis se enfoca en los problemas multifactoriales a los que se enfrentan las aerolíneas comerciales como son la guerra de precios y la creación de una tabla dinámica de descuentos. Por un lado, dentro de ...
Optimización de algoritmos científicos en sistemas heterogéneos y aceleradores para computación de altas prestaciones
(Universidad de Córdoba, UCOPress, 2023)
Actualmente, la computación de propósito general en GPU es uno de los pilares básicos
de la computación de alto rendimiento. Aunque existen cientos de aplicaciones
aceleradas en GPU, aún hay algoritmos científicos poco ...
Determining the Difficulties of Students With Dyslexia via Virtual Reality and Artificial Intelligence: An Exploratory Analysis
(IEEE, 2022)
Learning disorders are neurological conditions that affect the brain’s ability to interconnect communication areas. Dyslexic students experience problems with reading, memorizing, and exposing concepts; however the magnitude ...
Analysing the Needs of Homeless People Using Feature Selection and Mining Association Rules
(IEEE, 2022)
Homelessness is a social and health problem with great repercussions in Europe. Many non-governmental organisations help homeless people by collecting and analysing large amounts of information about them. However, these ...
Training program on sign language: social inclusion through Virtual Reality in ISENSE project
(IEEE, 2023)
Structured hand gestures that incorporate visual
motions and signs are used in sign language. Sign language is
a valuable means of daily communication for individuals who
are deaf or have speech impairments, but it is ...