Analysis and visualization of EEG data towards academic emotion recognition

Brainwaves are analyzed, visualized, and are used to predict academic emotion based computational intelligence techniques, namely decision trees, Multi-Layered Perceptrons (MLP), k-means clustering, and Self-Organizing Maps (SOM). The brainwaves or EEG signals were collected from fifty six (56) acad...

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Bibliographic Details
Main Author: Azcarraga, Judith Jumig
Format: text
Language:English
Published: Animo Repository 2014
Online Access:https://animorepository.dlsu.edu.ph/etd_doctoral/378
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Institution: De La Salle University
Language: English