Computer-aided sleep staging using Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and bootstrap aggregating

作者: Ahnaf Rashik Hassan , Mohammed Imamul Hassan Bhuiyan

DOI: 10.1016/J.BSPC.2015.09.002

关键词:

摘要: … computed from the intrinsic mode functions. As compared to its predecessors such as Empirical Mode Decomposition (EMD) and Ensemble Empirical Mode Decomposition (EEMD), …

参考文章(41)
Temel Kayikcioglu, Masoud Maleki, Kubra Eroglu, Fast and accurate PLS-based classification of EEG sleep using single channel data Expert Systems With Applications. ,vol. 42, pp. 7825- 7830 ,(2015) , 10.1016/J.ESWA.2015.06.010
Doris Moser, Peter Anderer, Georg Gruber, Silvia Parapatics, Erna Loretz, Marion Boeck, Gerhard Kloesch, Esther Heller, Andrea Schmidt, Heidi Danker-Hopfe, Bernd Saletu, Josef Zeitlhofer, Georg Dorffner, Sleep classification according to AASM and Rechtschaffen & Kales: effects on sleep scoring parameters. Sleep. ,vol. 32, pp. 139- 149 ,(2009) , 10.1093/SLEEP/32.2.139
Anna Krakovská, Kristína Mezeiová, Automatic sleep scoring: A search for an optimal combination of measures Artificial Intelligence in Medicine. ,vol. 53, pp. 25- 33 ,(2011) , 10.1016/J.ARTMED.2011.06.004
Lisa Marshall, Halla Helgadóttir, Matthias Mölle, Jan Born, Boosting slow oscillations during sleep potentiates memory Nature. ,vol. 444, pp. 610- 613 ,(2006) , 10.1038/NATURE05278
Siuly, Yan Li, A novel statistical algorithm for multiclass EEG signal classification Engineering Applications of Artificial Intelligence. ,vol. 34, pp. 154- 167 ,(2014) , 10.1016/J.ENGAPPAI.2014.05.011
Yu-Liang Hsu, Ya-Ting Yang, Jeen-Shing Wang, Chung-Yao Hsu, Automatic sleep stage recurrent neural classifier using energy features of EEG signals Neurocomputing. ,vol. 104, pp. 105- 114 ,(2013) , 10.1016/J.NEUCOM.2012.11.003
Thomas Penzel, Regina Conradt, Computer based sleep recording and analysis Sleep Medicine Reviews. ,vol. 4, pp. 131- 148 ,(2000) , 10.1053/SMRV.1999.0087
Norden E. Huang, Zheng Shen, Steven R. Long, Manli C. Wu, Hsing H. Shih, Quanan Zheng, Nai-Chyuan Yen, Chi Chao Tung, Henry H. Liu, The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis Proceedings of The Royal Society A: Mathematical, Physical and Engineering Sciences. ,vol. 454, pp. 903- 995 ,(1998) , 10.1098/RSPA.1998.0193