Asian Journal of Information Technology

Year: 2016
Volume: 15
Issue: 14
Page No. 2399 - 2410

An Innovative Optimization Technique for Drowsiness Detection Based on Feature Extraction Capitalizing Neural Network and Sparse Classifiers

Authors : Reena Daphne and A. Albert Raj

References

Almeida, L.B., 1994. The fractional fourier transform and time-frequency representations. IEEE Trans. Signal Proces., 42: 3084-3091.
CrossRef  |  Direct Link  |  

Amin, M.S., M.R. Azim, T. Latif, M.A. Hoque and F.M. Hasan, 2010. Spectral analysis of human sleep EEG signal. Proceedings of the 2nd International Conference on Signal Processing Systems, Vol. 3, July 5-7, 2010, Dalian, pp: V103-V6-V3-110.

Beale, R. and T. Jackson, 1990. Neural Computing: An Introduction. Adam Hilger, Bristol, England.

Desai, A.V. and M.A. Haque, 2006. Vigilance monitoring for operator safety: A simulation study on highway driving. J. Safety Res., 37: 139-147.
CrossRef  |  PubMed  |  Direct Link  |  

Hautamaki, V., T. Kinnunen, F. Sedlak, K.A. Lee, B. Ma and H. Li, 2013. Sparse classifier fusion for speaker verification. IEEE Trans. Audio, Speech Language Proces., 21: 1622-1631.
CrossRef  |  Direct Link  |  

Karaarslan, A., 2013. The implementation of bee colony optimization algorithm to Sheppard-Taylor PFC converter. IEEE Trans. Ind. Elect., 60: 3711-3719.
CrossRef  |  Direct Link  |  

Karaboga, D., 2005. An idea based on honey bee swarm for numerical optimization. Technical Report-TR06, Erciyes University, Engineering Faculty, Computer Engineering Department, Kayseri, Turkey, October 2005. http://mf.erciyes.edu.tr/abc/pub/tr06_2005.pdf.

Khalifa, K.B., M.H. Bedoui, R. Raytchev and M. Dogui, 2000. A portable device for alertness detection. Proceedings of the 1st Annual International Conference on Microtechnologies in Medicine and Biology, October 12-14, 2000, Lyon, France, pp: 584-586.

Khushaba, R.N., S. Kodagoda, S. Lal and G. Dissanayake, 2011. Driver drowsiness classification using fuzzy wavelet-packet-based feature-extraction algorithm. IEEE Trans. Biomed. Eng., 58: 121-131.
CrossRef  |  

Lin, C.T., C.J. Chang, B.S. Lin, S.H. Hung, C.F. Chao and I.J. Wang, 2010. A real-time wireless brain-computer interface system for drowsiness detection. IEEE Trans. Biomed. Circuits Syst., 4: 214-222.
CrossRef  |  Direct Link  |  

NHTSA., 2001. Traffic Safety Facts 2001: A Compilation of Motor Vehiclecrash Data from the Fatality Analysis Reporting System and the General Estimates System. National Center for Statistics and Analysis, NHTSA., Washington, DC., USA.

Narayanan, V.A. and K.M.M. Prabhu, 2003. The fractional Fourier transform: theory, implementation and error analysis. Microproces. Microsyst., 27: 511-521.
CrossRef  |  Direct Link  |  

Pham, D.T., A. Ghanbarzadeh, E. Koc, S. Otri, S. Rahim and M. Zaidi, 2005. The bees algorithm. Technical note. Manufacturing Engineering Centre, Cardiff University, UK., pp: 1-57.

Rieser, V. and O. Lemon, 2011. Reinforcement Learning for Adaptive Dialogue Systems. Theory and Applications of Natural Language Processing. Springer-Verlag, Berlin Heidelberg.

Rojas, R., 1996. Neural Networks. Springer-Verlag, Berlin.

Suzuki, C.T., J.F. Gomes, A.X. Falcao, J.P. Papa and S. Hoshino-Shimizu, 2013. Automatic segmentation and classification of human intestinal parasites from microscopy images. IEEE Trans. Biomed. Eng., 60: 803-812.
CrossRef  |  Direct Link  |  

Wilson, B.J. and T.D. Bracewell, 2000. Alertness monitor using neural networks for EEG analysis. Proceedings of the IEEE Signal Processing Society Workshop on Neural Networks for Signal Processing X, Volume 2, December 11-13, 2000, Sydney, Australia, pp: 814-820.

Zhang, G.P., 2000. Neural networks for classification: A survey. IEEE Trans. Syst. Man Cybern. Part C: Applic. Rev., 30: 451-462.
CrossRef  |  Direct Link  |  

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