Automatic Sleep Staging Based on XGBOOST Physiological Signals
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Publisher
Springer Singapore
Link
http://link.springer.com/content/pdf/10.1007/978-981-15-0474-7_103
Reference18 articles.
1. Hassan, A.R., Bhuiyan, M.I.H.: Automatic sleep scoring using statistical features in the EMD domain and ensemble methods. Biocybern. Biomed. Eng. 36(1), 248–255 (2016)
2. Khalighi, S., Sousa, T., Nunes, U.: Adaptive automatic sleep stage classification under covariate shift. In: 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, New York, pp. 2259–2262 (2012)
3. Hassan, A.R., Bhuiyan, M.I.H.: Computer-aided sleep staging using complete ensemble empirical mode decomposition with adaptive noise and bootstrap aggregating. Biomed. Signal Process. Control 24, 1–10 (2016)
4. Huang, C.S,. Lin, C.L., Yang, W.Y., et al.: Applying the fuzzy c-means based dimension reduction to improve the sleep classification system. In: 2013 IEEE International Conference on Fuzzy Systems (FUZZ). IEEE, New York, pp. 1–5 (2013)
5. Khalighi, S., Sousa, T., Pires, G., et al.: Automatic sleep staging: a computer assisted approach for optimal combination of features and polysomnographic channels. Exp. Syst. Appl. 40(17), 7046–7059 (2013)
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