Measuring Kolmogorov entropy of EEG for studying the state of mental fatigue

by Zhang, L.-Y., Zheng, C.-X., Li, X.-P., Shen, K.-Q.
Published 2014

Feature selection for MLP neural network: The use of random permutation of probabilistic outputs

by Yang, J.-B., Shen, K.-Q., Ong, C.-J., Li, X.-P.
Published 2014

Feature selection via sensitivity analysis of MLP probabilistic outputs

by Yang, J.-B., Shen, K.-Q., Ong, C.-J., Li, X.-P.
Published 2014

Novel multi-class feature selection methods using sensitivity analysis of posterior probabilities

by Shen, K.-Q., Ong, C.-J., Li, X.-P., Wilder-Smith, E.P.V.
Published 2011

Feature selection via sensitivity analysis of SVM probabilistic outputs

by Shen, K.-Q., Ong, C.-J., Li, X.-P., Wilder-Smith, E.P.V.
Published 2011

Feature selection using SVM probabilistic outputs

by Shen, K.Q., Ong, C.J., Zheng, H., Li, X.P., Wilder-Smith, E.P.V.
Published 2011

Automatic identification and removal of artifacts in EEG using a probabilistic multi-class SVM approach with error correction

by Shao, S.-Y., Shen, K.-Q., Ong, C.-J., Li, X.-P., Wilder-Smith, E.P.V.
Published 2014

Automatic EEG artifact removal: A weighted support vector machine approach with error correction

by Shao, S.-Y., Shen, K.-Q., Ong, C.J., Wilder-Smith, E.P.V., Li, X.-P.
Published 2011

A feature selection method for multilevel mental fatigue EEG classification

by Shen, K.-Q., Ong, C.-J., Hui, Z., Li, X.-P., Wilder-Smith, E.P.V.
Published 2011

EEG-based mental fatigue measurement using multi-class support vector machines with confidence estimate

by Shen, K.-Q., Ong, C.-J., Shao, S.-Y., Li, X.-P., Wilder-Smith, E.P.V.
Published 2011

An auditory vigilance task for mental fatigue detection

by Pang, Y.Y., Li, X.P., Shen, K.Q., Zheng, H., Zhou, W., Wilder-Smith, E.P.V.
Published 2014

An auditory vigilance task for mental fatigue detection

by Pang, Y.Y., Li, X.P., Shen, K.Q., Zheng, H., Zhou, W., Wilder-Smith, E.P.V.
Published 2014

Key feature extraction for fatigue identification using random forests

by Shen, K.Q., Li, X.P., Pullens, W.L.P.M., Zheng, H., Ong, C.J., Wilder-Smith, E.P.V.
Published 2014

Key feature extraction for fatigue identification using random forests

by Shen, K.Q., Li, X.P., Pullens, W.L.P.M., Zheng, H., Ong, C.J., Wilder-Smith, E.P.V.
Published 2014