Fuzzy-Rough Nearest Neighbour Classifier for Person Authentication using EEG Signals

• Main Authors: Liew, Siaw Hong, Choo, Yun Huoy, Low, Yin Fen
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utem.edu.my/id/eprint/11904/1/YHChoo_IEEEXpressFormatted_100913.pdf; http://eprints.utem.edu.my/id/eprint/11904/

Electroencephalograms (EEG) signals is unique but highly uncertain and difficult to process. Thus, identifying the appropriate feature vector and prediction model are essential to implement this modality for person authentication purposes. In this paper, we investigate the use of Fuzzy-Rough Neares...