Browsing The Library by Subject "k-Nearest Neighbor (k-NN)"

Now showing items 1-2 of 2

    • Classification of frontal alpha asymmetry using k-Nearest neighbor 

      Siti Armiza, Mohd Aris; Mohd Nasir, Taib; Norizam, Sulaiman (Institute of Electrical and Electronics Engineers (IEEE), 2012-02-27)
      Frontal alpha asymmetry is used as the EEG feature in this study. Total number of 43 students participated in EEG data collections of relax and non-relax conditions. The spectral power of the alpha band for both left and ...

    • Development of EEG-based stress index 

      Norizam, Sulaiman; Mohd Nasir, Taib, Prof. Dr.; Sahrim, Lias; Zunairah, Hj Murat; Siti Armiza, Mohd Aris; Mahfuza, Mustafa; Nazre, Abdul Rashid (Institute of Electrical and Electronics Engineers (IEEE), 2012-02-27)
      This paper presents a non-parametric method to produce stress index using Electroencephalogram (EEG) signals. 180 EEG datasets from healthy subjects were evaluated at two cognitive states; resting state (Eyes Closed) and ...