SEARCH

SEARCH BY CITATION

References

  • Ancoli-Israel, S. Actigraphy. In: M. H.Kryger, T.Roth and W. C.Dement (Eds) Principles and Practice of Sleep Medicine. W. B. Saunders, Philadelphia, 2000: 12951301.
  • Ancoli-Israel, S., Cole, R., Alessi, C., Chambers, M., Moorcroft, W. and Pollak, C. P. The role of actigraphy in the study of sleep and circadian rhythms. Sleep, 2003, 26: 342392.
  • Breslow, L. A. and Aha, D. W. Simplifying decision trees: a survey. Knowl. Eng. Rev., 1997, 12: 140.
  • CHIME-website. 2004. Available at: http://dccwww.bumc.bu.edu/ChimeNisp/Main_Chime.asp (last accessed 18 October 2008).
  • Clancy, R. R., Bergquist, R. R. and Dlugos, D. J. Neonatal encephalography. In: J. S.Ebersole and T. A.Pedley (Eds) Current Practice of Clinical Electroencephalography, 3rd edn. LippinCott Williams & Wilkins, Philadelphia, 2003: 160234.
  • Cole, R. J., Kripke, D. F., Gruen, W., Mullaney, D. J. and Gillin, J. C. Technical note: automatic sleep/wake identification from wrist actigraphy. Sleep, 1992, 15: 461469.
  • Crowell, D., Brooks, L. J., Colton, T., Corwin, M. J., Hoppenbrouwers, T. T., Hunt, C. E., Kapuniai, L. E., Lister, G., Neuman, M. R., Peucker, M., Ward, S. L. D., Weese-Mayer, D. E., Willinger, M. and the CHIME Steering Committee. Infant polysomnography: reliability. Sleep, 1997, 20: 553560.
  • Hair, J. F., Tatham, R. L., Anderson, R. E. and Black, W. Multivariate Data Analysis, 6th edn. Prentice Hall, Upper Saddle River, NJ, 2006.
  • Jean-Louis, G., Von Gizycki, H., Zizi, F., Fookson, J., Spielman, A., Nunes, J., Fullilove, R. and Taub, H. Determination of sleep and wakefulness with the actigraph data analysis software (ADAS). Sleep, 1996, 19: 739743.
  • Jean-Louis, G., Kripke, D. F., Mason, W. J., Elliott, J. A. and Youngstedt, S. D. Sleep estimation from wrist movement quantified by different actigraphic modalities. J. Neurosci. Meth., 2001, 105: 185191.
  • Kevin, S., Adamson, T. M. and Horne, R. S. C. The use of actigraphy for assessment of the development of sleep/wake patterns in infants during the first 12 months of life. J. Sleep Res., 2007, 16: 181187.
  • Kohavi, R. and Provost, F. Glossary of terms. Mach. Learn., 1998, 30: 271274.
  • Littner, M., Kushida, C. A., Anderson, W. M., Bailey, D., Berry, R. B., Davila, D. G., Hirshkowitz, M., Kapen, S., Kramer, M., Loube, D., Wise, M. and Johnson, S. F. Practice parameters for the role of actigraphy in the study of sleep and circadian rhythms: an update for 2002. Sleep, 2003, 26: 337341.
  • Lloyd, J. W. Logic for Learning: Learning Comprehensive Theories from Structured Data. Springer, Berlin, 2003: 207241.
  • Mitchell, T. M. Machine Learning. McGraw-Hill series in computer science, McGraw Hill, WCB, Boston, 2008.
  • Morgenthaler, T., Alessi, C., Friedman, L., Owens, J., Kapur, V., Boehlecke, B., Brown, T., Chesson, A., Coleman, J., Lee-Chiong, T., Pancer, J. and Swick, T. J. Practice parameters for the role of actigraphy in the study of sleep and sleep disorders: an update for 2007. Sleep, 2007, 30: 519528.
  • Nabney, I. T. NETLAB: Algorithms for Pattern Recognition. Advances in Pattern Recognition. Springer, New York, 2002.
  • Rechtschaffen, A. and Kales, A. A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects. U.S. Department of Health, Education & Welfare, National Institute of Health Publication No. 204, Washington DC, 1968.
  • Rokach, L. and Maimon, O. Top-down induction of decision trees classifiers – a survey. IEEE Trans. Syst. Man Cybern. C Appl. Rev., 2005, 35: 476487.
  • Sadeh, A., Alster, J., Urbach, D. and Lavie, P. Actigraphically based automatic bedtime sleep-wake scoring: validity and clinical applications. J. Ambul. Monit., 1989, 2: 209216.
  • Sadeh, A., Sharkey, K. M. and Carskadon, M. A. Activity-based sleep-wake identification: an empirical test of methodological issues. Sleep, 1994, 17: 201207.
  • Sadeh, A., Acebo, C., Seifer, R., Aytur, S. and Carskadon, M. A. Activity-based assessment of sleep-wake patterns during the first year of life. Infant Behav. Dev., 1995, 18: 329337.
  • Sazonov, E. S., Sazonova, N. S., Schuckers, S. A. C., Neuman, M. and CHIME study group. Activity-based sleepwake identification in infants. Physiol. Meas., 2004, 25: 12911304.
  • So, K., Buckley, P., Adamson, T. M. and Horne, R. S. C. Actigraphy correctly predicts sleep behavior in infants who are younger than six months, when compared with polysomnography. Pediatr. Res., 2005, 58: 761765.
  • De Souza, L., Benedito-Silva, A. A., Pires, M. L. N., Poyares, D., Tufil, S. and Calil, H. M. Further validation of actigraphy for sleep studies. Sleep, 2003, 26: 8185.
  • Thorpy, M., Chesson, A., Derderian, S., Kader, G., Millman, R., Potolicchio, S., Rosen, G. and Strollo, P. J. Practice parameters for the use of actigraphy in the clinical assessment of sleep disorders. Sleep, 1995, 18: 285287.
  • Webster, J. B., Kripke, D. F., Messin, S., Mullaney, D. J. and Wyborney, G. An activity-based sleep monitor system for ambulatory use. Sleep, 1982, 5: 389399.