![](bg8.png)
Bieber, G., Kirste, T., and Gaede, M. (2014). Low sampling
rate for physical activity recognition. In Proceed-
ings of the 7th International Conference on Perva-
sive Technologies Related to Assistive Environments,
pages 15:1–15:8. ACM.
Chawla, N. V. (2005). Data mining for imbalanced datasets:
An overview. In Data mining and knowledge discov-
ery handbook, pages 853–867. Springer.
Cole, R., Kripke, D., Gruen, W., Mullaney, D. J., and
Gillin, J. C. (1992). Automatic sleep/wake identifi-
cation from wrist activity. Sleep, 15(3):461–469.
Cook, K., Lichstein, K., Donaldson, J., Nau, S., Lester, K.,
and Aguillard, R. (2004). An exploratory validation of
actigraphic measures of insomnia. Sleep, 27:270–270.
de Souza, L., Benedito-Silva, A. A., Pires, M. N., Poyares,
D., Tufik, S., and Calil, H. M. (2003). Further valida-
tion of actigraphy for sleep studies. Sleep, 26(1):81–
85.
Domingues, A., Paiva, T., and Sanches, J. M. (2014). Sleep
and wakefulness state detection in nocturnal actigra-
phy based on movement information. IEEE Transac-
tions on Biomedical Engineering, 61(2):426–434.
Hedner, J., Pillar, G., Pittman, S. D., Zou, D., Grote, L., and
White, D. P. (2004). A novel adaptive wrist actigraphy
algorithm for sleep-wake assessment in sleep apnea
patients. Sleep, 27(8):1560–1566.
Kushida, C. A., Chang, A., Gadkary, C., Guilleminault, C.,
Carrillo, O., and Dement, W. C. (2001). Comparison
of actigraphic, polysomnographic, and subjective as-
sessment of sleep parameters in sleep-disordered pa-
tients. Sleep medicine, 2(5):389–396.
Le Bon, O., Staner, L., Hoffmann, G., Dramaix, M., San Se-
bastian, I., Murphy, J. R., Kentos, M., Pelc, I., and
Linkowski, P. (2001). The first-night effect may last
more than one night. Journal of psychiatric research,
35(3):165–172.
Lichstein, K. L., Stone, K. C., Donaldson, J., Nau, S. D.,
Soeffing, J. P., Murray, D., Lester, K. W., and Aguil-
lard, R. N. (2006). Actigraphy validation with insom-
nia. Sleep, 29(2):232.
Martin, J. L. and Hakim, A. D. (2011). Wrist actigraphy.
Chest Journal, 139(6):1514–1527.
McCurry, S. M. and Ancoli-Israel, S. (2003). Sleep dys-
function in alzheimers disease and other dementias.
Current Treatment Options in Neurology, 5(3):261–
272.
Middelkoop, H. A., Dam, E. M., Smilde-Van den Doel,
D. A., and Dijk, G. (1997). 45-hour continuous
quintuple-site actimetry: Relations between trunk and
limb movements and effects of circadian sleep-wake
rhythmicity. Psychophysiology, 34(2):199–203.
Mishima, K., Okawa, M., Hishikawa, Y., Hozumi, S., Hori,
H., and Takahashi, K. (1994). Morning bright light
therapy for sleep and behavior disorders in elderly pa-
tients with dementia. Acta Psychiatrica Scandinavica,
89(1):1–7.
Nakazaki, K., Kitamura, S., Motomura, Y., Hida, A.,
Kamei, Y., Miura, N., and Mishima, K. (2014). Valid-
ity of an algorithm for determining sleep/wake states
using a new actigraph. Journal of physiological an-
thropology, 33(1):1.
Orellana, G., Held, C., Estevez, P., Perez, C., Reyes, S.,
Algarin, C., and Peirano, P. (2014). A balanced
sleep/wakefulness classification method based on acti-
graphic data in adolescents. In 2014 36th Annual
International Conference of the IEEE Engineering
in Medicine and Biology Society, pages 4188–4191.
IEEE.
Paquet, J., Kawinska, A., and Carrier, J. (2007). Wake
detection capacity of actigraphy during sleep. Sleep,
30(10):1362.
Rechtschaffen, A. and Kales, A. (1968). A manual of stan-
dardized terminology, techniques and scoring system
for sleep stages of human subjects.
Sadeh, A., Alster, J., Urbach, D., and Lavie, P. (1989). Acti-
graphically based automatic bedtime sleep-wake scor-
ing: validity and clinical applications. Journal of Am-
bulatory Monitoring, 2(3):209–216.
Sloane, P. D., Brooker, D., Cohen, L., Douglass, C., Edel-
man, P., Fulton, B. R., Jarrott, S., Kasayka, R., Kuhn,
D., Preisser, J. S., et al. (2007). Dementia care map-
ping as a research tool. International journal of geri-
atric psychiatry, 22(6):580–589.
Taibi, D. M., Landis, C. A., and Vitiello, M. V. (2013). Con-
cordance of polysomnographic and actigraphic mea-
surement of sleep and wake in older women with in-
somnia. J Clin Sleep Med, 9(3):217–225.
Tilmanne, J., Urbain, J., Kothare, M. V., Wouwer, A. V.,
and Kothare, S. V. (2009). Algorithms for sleep–wake
identification using actigraphy: a comparative study
and new results. Journal of sleep research, 18(1):85–
98.
Van Someren, E. J., Lazeron, R. H., Vonk, B. F., Mirmiran,
M., and Swaab, D. F. (1996). Gravitational artefact in
frequency spectra of movement acceleration: impli-
cations for actigraphy in young and elderly subjects.
Journal of neuroscience methods, 65(1):55–62.
Viterbi, A. (1967). Error bounds for convolutional codes
and an asymptotically optimum decoding algorithm.
IEEE transactions on Information Theory, 13(2):260–
269.
Youden, W. J. (1950). Index for rating diagnostic tests. Can-
cer, 3(1):32–35.
Zhang, C.-L. and Popp, F.-A. (1994). Log-normal distri-
bution of physiological parameters and the coherence
of biological systems. Medical Hypotheses, 43(1):11–
16.
BIOSIGNALS 2017 - 10th International Conference on Bio-inspired Systems and Signal Processing
192