Miguel Atencia

Profesor Titular

University of Malaga

Spain

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About

Professor Miguel Atencia is a Titular Professor at Universidad de Malaga, Spain. His research areas include deep learning applications in medical time series analysis, uncertainty quantification, and computational methodologies for heritage asset evaluation. Recent publications highlight his work on hybrid unsupervised learning techniques and automated detection of presymptomatic conditions in neurological disorders.

Articles (6)

Year:

2023

Year:

2022

Year:

2020

Year:

2020

Year:

2020

Year:

2020

Collaborators (2)

Rodolfo Valentín García Bermúdez

Profesor

Universidad Antonio de Nebrija

SPAIN

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Gonzalo Joya

Full Professor

University of Malaga

SPAIN

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Miguel Atencia

Research Interests

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Articles (6)

Computational framework for the evaluation of the composition and degradation state of metal heritage assets by deep learning

Numerical Methods That Preserve a Lyapunov Function for Ordinary Differential Equations

Uncertainty Quantification through Dropout in Time Series Prediction by Echo State Networks

A hybrid unsupervised—Deep learning tandem for electrooculography time series analysis

Ranking Information Extracted from Uncertainty Quantification of the Prediction of a Deep Learning Model on Medical Time Series Data

Automated Detection of Presymptomatic Conditions in Spinocerebellar Ataxia Type 2 Using Monte Carlo Dropout and Deep Neural Network Techniques with Electrooculogram Signals

Collaborators (2)

Rodolfo Valentín García Bermúdez

Gonzalo Joya

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