Listar EDE_Articles por autoría "b07c9a6c-fb25-45bd-8670-2ec31b70f2bb"
Mostrando ítems 1-9 de 9
-
A Data Science Analysis of Academic Staff Workload Profiles in Spanish Universities: Gender Gap Laid Bare
Cabero-Fayos, Ismael; Epifanio, Irene MDPI (2021-06-25)This paper presents a snapshot of the distribution of time that Spanish academic staff spend on different tasks. We carry out a statistical exploratory study by analyzing the responses provided in a survey of 703 Spanish ... -
A neuroimaging data set on problem solving in the case of the reversal error: Putamen data
Ferrando, Lara; Ventura Campos, Mercedes; Epifanio, Irene Elsevier (2020-09-19)Structural Magnetic Resonance Images (sMRI) for a sample of university students were recorded. Out of magnetic resonance, students performed a test of algebra problem solving. As we are interested in reversal errors, the ... -
¿A qué dedica el tiempo el profesorado universitario?
Gual-Arnau, Ximo; Epifanio, Irene; Cabero-Fayos, Ismael ASOCIACION THE CONVERSATION ESPAÑA (2023-03)Las tareas y horas de trabajo semanal del profesorado universitario constituyen un tema de constante actualidad. Aunque es en las universidades donde se desarrolla la mayoría de la investigación y transferencia en España, ... -
Analysis of Archetypes to Determine Time Use and Workload Profiles of Spanish University Professors
Cabero-Fayos, Ismael; Epifanio, Irene; Gual-Arnau, Ximo MDPI (2023)Allocation of time use is important to develop appropriate policies, especially in terms of gender equality. Individual well-being depends on many factors, including how time is spent. Therefore, knowing and analysing ... -
Archetype analysis: A new subspace outlier detection approach
Cabero-Fayos, Ismael; Epifanio, Irene; Piérola Orcero, Ana; Ballester, Alfredo Elsevier (2021)The problem of detecting outliers in multivariate data sets with continuous numerical features is addressed by a new method. This method combines projections into relevant subspaces by archetype analysis with a nearest ... -
Detecting and visualizing differences in brain structures with SPHARM and functional data analysis
Ferrando, Lara; Ventura Campos, Mercedes; Epifanio, Irene Elsevier (2020-08-07)A new procedure for classifying brain structures described by SPHARM is presented. We combine a dimension reduction technique (functional principal component analysis or functional independent component analysis) with ... -
Investigating university students' self-perception of their influence on the SGDs
Ferrando, Lara; Cabero-Fayos, Ismael; Alcacer Sales, Aleix; Lloria, Atanasia; Martínez Garcia, marina; Martínez Serrano, Belén; Pérez-Suay, Adrián; Epifanio, Irene Alfonso Infante Moro (2024-01-31)La educación es esencial en la consecución de muchos Objetivos de Desarrollo Sostenible (ODS). Hemos encuestado al estudiantado de 17 titulaciones universitarias sobre los ODS en dos universidades españolas, para ajustar ... -
Ordinal classification of 3D brain structures by functional data analysis
Ferrando, Lara; Epifanio, Irene; Ventura Campos, Mercedes Elsevier B.V. All (2021-08-24)We introduce several ordinal classification methods for functional data, specificallymultiargument and multivariate functional data. Their performance is analyzed in fourreal data sets that belong to a neuroeducational ... -
The underlying neural bases of the reversal error while solving algebraic word problems
Ventura Campos, Mercedes; Ferrando, Lara; Epifanio, Irene Nature Research (2022)Problem solving is a core element in mathematical learning. The reversal error in problem solving occurs when students are able to recognize the information in the statement of comparison word problems, but they reverse ...