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Development of a deep learning system for hummed melody identification for BertsoBot
(2020-10-09)
The system introduced in this work tries to solve the problem of melody
classification. The proposed approach is based on extracting the spectrogram of the
audio of each melody and then using deep supervised learning ...
Review of feature selection techniques in Parkinson's disease using OCT-imaging data
(2020-06-09)
Several spectral-domain optical coherence tomography studies (OCT) reported a decrease
on the macular region of the retina in Parkinson’s disease. Yet, the implication of retinal
thinning with visual disability is still ...
Informazio espaziala aztertzen eredu multimodaletan
(2022-12-23)
Lan honetan, irudiak eta testua prozesatzen dituzten transformer multimodalak aztertu dira, irudiak prozesatzeko garaian objektuen posizioa kodetzeko duten eran sakonduz. Ikerketa hori egiteko, objektuen posizioa kodetzeko ...
Development of artificial intelligence models for the enrichment and exploitation of geospatial data in the built environment
(2022-12-23)
Geospatial data treatment is an important task since it is a big part of big data. Nowadays, geospatial data exploitation is lacking in terms of artificial intelligence. In this work, we focus on the usage of a machine ...
Mitigación autónoma de intrusiones en redes SDN utilizando agentes inteligentes basados en MuZero
(2022-12-23)
El paradigma de las redes definidas por software (SDN) permite desarrollar sistemas que monitorizan y controlan el tráfico de una red de forma centralizada, facilitando la implementación de sistemas basados en el aprendizaje ...
Trenen trakzio profilen optimizazioa energia kontsumoa minimizatuz
(2022-12-23)
[EU] Proiektu hau CAF-Signalling enpresak dituen beharrei erantzun bat emateko burutu da.
Gaur egun energia kontsumoaren minimizazioa enpresa guztiek mahai gainean jarri behar
duten gai bat da, eta bide horretan, tren ...
A tableau method for the realizability and synthesis of reactive safety specifications
(2022-12-23)
Reactive systems are systems that continuously interact with the environment. In general, as they are critical systems, a failure or malfunction can result in serious consequences, such as loss of human lives or large ...
Comparación entre modelos Shallow y Deep para la detección de anomalías
(2022-12-23)
Este documento recoge el proceso seguido para la realización del Trabajo de Fin de Máster, el cual consiste en aprender diferentes modelos de One Class Classification para la clasificación de fallos del eje de una grúa. ...