Affect classification using genetic-optimized ensembles of fuzzy ARTMAPs

• Main Authors: Liew, W.S., Seera, M., Loo, C.K., Lim, E.
• Format: Article
• Language: English
• Published: 2015
• Subjects: T Technology (General); TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.um.edu.my/13925/1/Affect_classification_using_genetic-optimized_ensembles_of.pdf; http://eprints.um.edu.my/13925/; http://www.sciencedirect.com/science/article/pii/S1568494614005444

Training neural networks in distinguishing different emotions from physiological signals frequently involves fuzzy definitions of each affective state. In addition, manual design of classification tasks often uses sub-optimum classifier parameter settings, leading to average classification performan...