New Applications of Late Fusion Methods for EEG Signal Processing

• Published in: 2019 International Conference on Computational Science and Computational Intelligence (CSCI) pp. 617 - 621
• Main Authors: Safont, Gonzalo, Salazar, Addisson, Vergara, Luis
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.12.2019
• Subjects: alpha integration; classification; EEG; Electroencephalography; Estimation; Feature extraction; Independent component analysis; late fusion; Mixture models; neuropsychological tests; Probability density function; Resource description framework

Decision fusion consists in the combination of the outputs of multiple classifiers into a common decision that is more precise or stable. In most cases, however, only classical fusion techniques are considered. This work compares the performance of several state-of-the-art fusion methods on new appl...