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Information Fusion and Ensembles in Machine Learning
(2019)
[Abstract] Traditionally, machine learning methods have used a single learning model to solve
a particular problem. However, the idea of combining multiple models instead of a
single one to solve a problem has its rationale ...
Ultra Wideband location in scenarios without clear line of sight: a practical approach
(2019)
[Abstract] Indoor location has experienced a major boost in recent years. location based services (LBS), which until
recently were restricted to outdoor scenarios and the use of GPS, have also been extended into ...
Diagnosis of the sleep apnea-hypopnea syndrome : a comprehensive approach through an intelligent system to support medical decision
(2012)
[Abstract] This doctoral thesis carries out the development of an intelligent system to support medical decision in the diagnosis of the Sleep Apnea-Hypopnea Syndrome (SAHS). SAHS is the most common disorder within those ...
On-line learning and anomaly detection methods : applications to fault assessment
(2013)
[Abstract] This work lays at the intersection of two disciplines, Machine Learning (ML) research and predictive maintenance of machinery. On the one hand, Machine Learning aims at detecting patterns in data gathered from ...