Acceso abierto

Time Alignment as a Necessary Step in the Analysis of Sleep Probabilistic Curves


Cite

[1] Rechtschaffen, A., Kales, A. (1968). A Manual of Standardized Terminology Techniques and Scoring System for Sleep Stages of Human Subjects. Public Health Service, U.S. Government Printing Office, Washington, D.C.Search in Google Scholar

[2] Lewandowski, A., Rosipal, R., Dorffner, G. (2012). Extracting more information from EEG recordings for a better description of sleep. Computer Method and Programs in Biomedicine, 108 (3), 961–972.10.1016/j.cmpb.2012.05.009406699822763233Search in Google Scholar

[3] Gervini, D., Gasser, T. (2004). Self-modeling warping functions. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 66 (4), 959–971.10.1111/j.1467-9868.2004.B5582.xSearch in Google Scholar

[4] Müller, H. G., Tang, R. (2008). Pairwise curve synchronisation for functional data. Biometrika, 95 (4), 875–889.Search in Google Scholar

[5] James, G.M. (2007). Curve alignment by moments. The Annals of Applied Statistics, 1 (2), 480–501.10.1214/07-AOAS127Search in Google Scholar

[6] Tucker, J.D., Wu, W., Srivastava, A. (2013). Generative models for functional data using phase and amplitude separation. Computational Statistics and Data Analysis, 61, 50–60.10.1016/j.csda.2012.12.001Open DOISearch in Google Scholar

[7] Srivastava, A., Klassen, E., Joshi, S.H., Jermyn, I.H. (2011). Shape analysis of elastic curves in euclidean spaces. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33 (7), 1415–1428.10.1109/TPAMI.2010.18420921581Open DOISearch in Google Scholar

[8] Srivastava, A., Wu, W., Kurtek, S., Klassen, E., Marron, J. S. (2011). Registration of functional data using Fisher-Rao metric. arXiv:1103.3817 [math.ST].Search in Google Scholar

[9] Klösch, G., Kemp, B., Penzel, T., Schlögl, A., Rappelsberger, P., Trenker, E., Gruber, G., Zeitlhofer, J., Saletu, B., Herrmann, W., Himanen, S., Kunz, D., Barbanoj, M., Röschke, J., Varri, A., Dorffner, G. (2001). The SIESTA project polygraphic and clinical database. Medicine and Biology Magazine, 20 (3), 51–57.10.1109/51.93272511446210Search in Google Scholar

[10] Rosipal, R., Lewandowski, A., Dorffner, G. (2013). In search of objective components for sleep quality indexing in normal sleep. Biological Psychology, 94 (1), 210–220.10.1016/j.biopsycho.2013.05.014374938123751915Search in Google Scholar

[11] Yao, F., Müller, H. G., Clifford, A. J., Dueker, S. R., Follet, J., Lin, Y., Buchholz, B. A., Vogel, J. S. (2003). Shrinkage estimation for functional principal component scores, with application to population kinetics of plasma folate. Biometrics, 59 (3), 676–685.10.1111/1541-0420.0007814601769Search in Google Scholar

eISSN:
1335-8871
Idioma:
Inglés
Calendario de la edición:
6 veces al año
Temas de la revista:
Engineering, Electrical Engineering, Control Engineering, Metrology and Testing