Listar por autor "Blanco Mallo, Eva"
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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 ... -
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 ... -
Técnicas de deep learning para la caracterización de imágenes en sistemas de recomendación
Blanco Mallo, Eva (2019)[Resumen] En este proyecto se estudian diferentes técnicas de deep learning aplicadas a la extracción de características de imágenes que posteriormente serán utilizadas en un sistema de recomendación. Para ello, desarrollaremos ...