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Expanding the Potential of Non- Invasive Brain-Computer Interfaces: Advancements in Upper Limb Movement Classification and Data Augmentation Strategies

Jia, Hao (Date of defense: 2023-12-19)

The Brain-Computer Interface (BCI) connects the human brain directly to external devices through Electroencephalogram (EEG) signals acquired from the scalp. This study focuses on two main applications ...

Study and design of classification algorithms for diagnosis and prognosis of failures in wind turbines from SCADA data

Blanco Martínez, Alejandro (Date of defense: 2018-06-18)

Actualmente las operaciones de mantenimiento preventivo de los parques eólicos se soportan sobre técnicas de Machine Learning para reducir los costes de las paradas no planificadas. Por eso se necesita ...