Evaluation of driver fatigue on two channels of EEG data

Using EEG spectral components to assess algorithms for detecting fatigue

Budi Thomas Jap, Peter Fischer, Evangelos Bekiaris · Expert Systems with Applications · 2008 · 702 citations

Engineering, Computer Science, Neuroscience +12

A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine

Leilei Cao, Kok Seng Chua, W. K. Chong et al. · Neurocomputing · 2003 · 583 citations

Computing, Computer Science, Data Science +14

Driver fatigue: Electroencephalography and psychological assessment

Ashley Craig · Psychophysiology · 2002 · 530 citations

Nursing, Behavioral Sciences, Psychology +15

Estimating alertness from the EEG power spectrum

Tzyy‐Ping Jung, Scott Makeig, Magnus Stensmo et al. · IEEE Transactions on Biomedical Engineering · 1997 · 487 citations

Nursing, Neuroscience, Psychology +17

Electroencephalographic study of drowsiness in simulated driving with sleep deprivation

Hong Jun Eoh, Min K. Chung, Seong‐Han Kim · International Journal of Industrial Ergonomics · 2004 · 479 citations

Medicine, Neuroscience, Sleep Medicine +14