Comparative Analysis of KNN, SVM, DT for EOG based Human Computer Interface

In this study, EOG signal based human computer interface (HCI) has been implemented. This is a communication system that permits interaction with computer using eye movement. The necessary steps of implementation of HCI are EOG signal acquisition and analysis, feature extraction and classification....

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Bibliographic Details

Published in:	2017 International Conference on Current Trends in Computer, Electrical, Electronics and Communication (CTCEEC) pp. 1023 - 1028
Main Authors:	Babita, Syal, Poonam, Kumari, Preeti
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.09.2017
Subjects:	Decision Tree Discrete wavelet transforms Dual tree complex wavelet transform Electrooculography Feature extraction K-Nearest Neighbour algorithm Support Vector Machine Support vector machines
ISBN:	153863242X, 9781538632420
Online Access:	Get full text
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