教師資料查詢 | 類別: 會議論文 | 教師: 周清江 Chichang Jou (瀏覽個人網頁)

標題:Detection of Eye Movements based on EEG Signals and the SAX algorithm
學年107
學期1
發表日期2018/08/08
作品名稱Detection of Eye Movements based on EEG Signals and the SAX algorithm
作品名稱(其他語言)
著者Shanmuga Pillai Murutha Muthu; Sian Lun Lau;Chichang Jou
作品所屬單位
出版者
會議名稱International Conference on Intelligent and Interactive Computing 2018 (IIC 2018)
會議地點Melaka, Malaysia
摘要For patients with disabilities, particularly those with motor
disabilities and diculties to interact with computer and devices,
Human-Machine Interaction (HMI) research may provide them new ways
to solve this problem. In this paper, we propose the Brain-Computer Interface
(BCI) approach as a potential technique. The patients may use
a portable electroencephalography (EEG) device to give instruction to
a computing device via eye movements. Classi cation algorithms have
been investigated in past research to allow detection of eye movement.
We would like to investigate another technique, namely the Symbolic
Aggregate Approximation (SAX) algorithm, to nd out its suitability
and performance against known classi cation algorithms such as Support
Vector Machine (SVM), k-Nearest Neighbour (KNN) and Decision
Tree (DT).
關鍵字Brain-computer Interface;SAX;Eye movement
語言英文(美國)
收錄於
會議性質國際
校內研討會地點
研討會時間20180808~20180809
通訊作者
國別馬來西亞
公開徵稿
出版型式
出處NA
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