Listar por autor "Remeseiro, Beatriz"
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Advancing the diagnosis of dry eye syndrome : development of automated assessments of tear film lipid layer patterns
Remeseiro, Beatriz (2014)[Resumen] El síndrome de ojo seco es una enfermedad sintomática que afecta a un amplio rango de la población, y tiene un impacto negativo en sus actividades diarias. Su diagnóstico es una tarea difícil debido a su etiología ... -
Automatic detection of defective crankshafts by image analysis and supervised classification
Remeseiro, Beatriz; Tarrío-Saavedra, Javier; Francisco-Fernández, Mario; Penedo, Manuel; Naya, Salvador; Cao, Ricardo (2019)[Abstract]: A crankshaft is a mechanical component of an engine that performs a conversion of an alternative movement of a piston in a rotational motion of a shaft. It is a critical part and one of the most expensive of ... -
Do all roads lead to Rome? Studying distance measures in the context of machine learning
Blanco Mallo, Eva; Morán-Fernández, Laura; Remeseiro, Beatriz; Bolón-Canedo, Verónica (Elsevier Ltd, 2023-09)[Abstract]: Many machine learning and data mining tasks are based on distance measures, so a large amount of literature addresses this aspect somehow. Due to the broad scope of the topic, this paper aims to provide an ... -
Feature Selection in Big Image Datasets
Figueira-Domínguez, J. Guzmán; Bolón-Canedo, Verónica; Remeseiro, Beatriz (MDPI AG, 2020-08-24)[Abstract] In computer vision, current feature extraction techniques generate high dimensional data. Both convolutional neural networks and traditional approaches like keypoint detectors are used as extractors of high-level ... -
On the Effectiveness of Convolutional Autoencoders on Image-Based Personalized Recommender Systems
Blanco Mallo, Eva; Remeseiro, Beatriz; Bolón-Canedo, Verónica; Alonso-Betanzos, Amparo (MDPI AG, 2020-08-19)[Abstract] Over the years, the success of recommender systems has become remarkable. Due to the massive arrival of options that a consumer can have at his/her reach, a collaborative environment was generated, where users ... -
Parallel definition of tear film maps on distributed-memory clusters for the support of dry eye diagnosis
González-Domínguez, Jorge; Remeseiro, Beatriz; Martín, María J. (Elsevier Ireland Ltd., 2017)[Abstract] Background and objectives The analysis of the interference patterns on the tear film lipid layer is a useful clinical test to diagnose dry eye syndrome. This task can be automated with a high degree of accuracy ...