Tạp chí Khoa học, S. 53 (2013)

Cỡ chữ:  Nhỏ  Vừa  Lớn

Fuzzy unified Support Vector Machine for brain-computer interface

Le Minh Trung, Duong Phuong, Nguyen Minh, Pham Thien, Dinh Mi

Tóm tắt

Support Vector Machine (SVM) and Support Vector Data Description (SVDD) are two well-known kernel-based methods for classification problems. In this paper, we introduce Fuzzy Unified Support Vector Machine (FUSVM) which is a fuzzy model, and unites SVM and SVDD. The experiment on the data set III of BCI competition II shows performance of the proposed method.

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Tạp chí của Trường Đại học Sư phạm Thành phố Hồ Chí Minh ; ISSN: 1859 -3100