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Volumn 43, Issue 6, 2013, Pages 1302-1313

Automated cognitive health assessment using smart home monitoring of complex tasks

Author keywords

Machine learning; Smart environments

Indexed keywords

HEALTH; INTELLIGENT BUILDINGS; INTELLIGENT SYSTEMS; LEARNING SYSTEMS; MACHINE LEARNING;

EID: 84898036876     PISSN: 10834427     EISSN: 21682232     Source Type: Journal    
DOI: 10.1109/TSMC.2013.2252338     Document Type: Article
Times cited : (156)

References (30)
  • 1
    • 79956084514 scopus 로고    scopus 로고
    • The diagnosis of mild cognitive impairment due to Alzheimer's disease: Recommendations from the National Institute on Aging Alzheimer's Association workshops on diagnostic guidelines for Alzheimer's disease
    • M. S. Albert, S. T. DeKosky, D. Dickson, B. Dubois, H. H. Feldman, N. C. Fox, and C. H. Phelps, "The diagnosis of mild cognitive impairment due to Alzheimer's disease: Recommendations from the National Institute on Aging Alzheimer's Association workshops on diagnostic guidelines for Alzheimer's disease," Alzheimer's Dementia: J. Alzheimer's Assoc., vol. 7, pp. 270-279, 2011.
    • (2011) Alzheimer's Dementia: J. Alzheimer's Assoc. , vol.7 , pp. 270-279
    • Albert, M.S.1    Dekosky, S.T.2    Dickson, D.3    Dubois, B.4    Feldman, H.H.5    Fox, N.C.6    Phelps, C.H.7
  • 2
    • 85006526816 scopus 로고    scopus 로고
    • Machine perception for occupational therapy: Toward prediction of post-stroke functional scores in the home
    • S. Allin and E. Eckel, "Machine perception for occupational therapy: Toward prediction of post-stroke functional scores in the home," in Proc. Rehab. Eng. Assistive Technol. Soc. North Amer., 2006.
    • (2006) Proc. Rehab. Eng. Assistive Technol. Soc. North Amer.
    • Allin, S.1    Eckel, E.2
  • 3
    • 84898688417 scopus 로고    scopus 로고
    • Alzheimer's disease International. (2009).World Alzheimer Report. [Online]. Available:
    • Alzheimer's disease International. (2009).World Alzheimer Report. [Online]. Available: www.alz.co.uk/research/worldreport
  • 4
    • 84870469320 scopus 로고    scopus 로고
    • American Psychiatric Association, Arlington, VA, USA: Psychiatric Press
    • American Psychiatric Association, Diagnostic and Statistical Manual of Mental Disorders, Arlington, VA, USA: Psychiatric Press, 2000.
    • (2000) Diagnostic and Statistical Manual of Mental Disorders
  • 5
    • 0033656095 scopus 로고    scopus 로고
    • Strategy application disorder: The role of the frontal lobes in multitasking
    • P. W. Burgess, "Strategy application disorder: The role of the frontal lobes in multitasking," Psychological Res., vol. 63, pp. 279-288, 2000.
    • (2000) Psychological Res. , vol.63 , pp. 279-288
    • Burgess, P.W.1
  • 6
    • 33646070572 scopus 로고    scopus 로고
    • Improving the ecological validity of executive functioning assessment
    • N. Chaytor, M. Schmitter-Edgecombe, and R. Burr, "Improving the ecological validity of executive functioning assessment," Archives Clinical Neuropsychol., vol. 21, no. 3, pp. 217-227, 2006.
    • (2006) Archives Clinical Neuropsychol. , vol.21 , Issue.3 , pp. 217-227
    • Chaytor, N.1    Schmitter-Edgecombe, M.2    Burr, R.3
  • 7
    • 84858239192 scopus 로고    scopus 로고
    • Learning setting-generalized activity models for smart spaces
    • Jan./Feb
    • D. J. Cook, "Learning setting-generalized activity models for smart spaces," IEEE Intell. Syst., vol. 27, no. 1, pp. 32-38, Jan./Feb. 2012.
    • (2012) IEEE Intell. Syst. , vol.27 , Issue.1 , pp. 32-38
    • Cook, D.J.1
  • 9
    • 65749083852 scopus 로고    scopus 로고
    • Assessing the quality of activities in a smart environment
    • D. J. Cook andM. Schmitter-Edgecombe, "Assessing the quality of activities in a smart environment," Methods Inf. Med., vol. 48, no. 5, pp. 480- 485, 2009.
    • (2009) Methods Inf. Med. , vol.48 , Issue.5 , pp. 480-485
    • Cook, D.J.1    Schmitter-Edgecombe, M.2
  • 10
    • 84984786140 scopus 로고    scopus 로고
    • Speech by theRtHon Patricia HewittMP, secretary of state for health
    • Department of health
    • Department of health, "Speech by theRtHon Patricia HewittMP, secretary of state for health," in Proc. Long-term Conditions Alliance Annu. Conf., 2007.
    • (2007) Proc. Long-term Conditions Alliance Annu. Conf.
  • 14
    • 77953482554 scopus 로고    scopus 로고
    • Automatic assessment of cognitive impairment through electronic observation of object usage
    • M. Hodges, N. Kirsch, M. Newman, and M. Pollack, "Automatic assessment of cognitive impairment through electronic observation of object usage," in Proc. Int. Conf. Pervasive Comput., 2010, pp. 192-209.
    • Proc. Int. Conf. Pervasive Comput. , vol.2010 , pp. 192-209
    • Hodges, M.1    Kirsch, N.2    Newman, M.3    Pollack, M.4
  • 15
    • 77954392892 scopus 로고    scopus 로고
    • Embedded assessment of aging adults: A concept validation with stake holders
    • M. L. Lee and A. K. Dey, "Embedded assessment of aging adults: A concept validation with stake holders," in Proc. Int. Conf. Pervasive Comput. Technol. Healthcare, 2010, pp. 22-25.
    • Proc. Int. Conf. Pervasive Comput. Technol. Healthcare , vol.2010 , pp. 22-25
    • Lee, M.L.1    Dey, A.K.2
  • 19
    • 22844444303 scopus 로고    scopus 로고
    • Mild cognitive impairment as a clinical entity and treatment target
    • DOI 10.1001/archneur.62.7.1160
    • R. C. Petersen and J. C. Morris, "Mild cognitive impairment as a clinical entity and treatment target," Archives Neurol., vol. 62, pp. 1160-1163, 2005. (Pubitemid 41043744)
    • (2005) Archives of Neurology , vol.62 , Issue.7 , pp. 1160-1163
    • Petersen, R.C.1    Morris, J.C.2
  • 22
    • 80054074012 scopus 로고    scopus 로고
    • Passive and in-situ assessment of mental and physical well-being using mobile sensors
    • M. Rabbi, S. Ali, T. Choudhury, and E. Berke, "Passive and in-situ assessment of mental and physical well-being using mobile sensors," in Proc. Int. Conf. Ubiquitous Comput., 2011, pp. 385-394.
    • Proc. Int. Conf. Ubiquitous Comput. , vol.2011 , pp. 385-394
    • Rabbi, M.1    Ali, S.2    Choudhury, T.3    Berke, E.4
  • 24
    • 84872678912 scopus 로고    scopus 로고
    • Naturalistic assessment of everyday functioning in individuals with mild cognitive impairment: The day out task
    • M. Schmitter-Edgecombe, C. McAlister, and A. Weakley, "Naturalistic assessment of everyday functioning in individuals with mild cognitive impairment: The day out task," Neuropsychology, vol. 26, no. 5, pp. 631- 641, 2012.
    • (2012) Neuropsychology , vol.26 , Issue.5 , pp. 631-641
    • Schmitter-Edgecombe, M.1    McAlister, C.2    Weakley, A.3
  • 26
    • 78650144297 scopus 로고    scopus 로고
    • Recognizing independent and joint activities among multiple residents in smart environments
    • G. Singla, D. J. Cook, and M. Schmitter-Edgecombe, "Recognizing independent and joint activities among multiple residents in smart environments," Ambient Intell. Humanized Comput. J., vol. 1, no. 1, pp. 57-63, 2010.
    • (2010) Ambient Intell. Humanized Comput. J. , vol.1 , Issue.1 , pp. 57-63
    • Singla, G.1    Cook, D.J.2    Schmitter-Edgecombe, M.3
  • 27
    • 34547673383 scopus 로고    scopus 로고
    • Cost-sensitive boosting for classification of imbalanced data
    • DOI 10.1016/j.patcog.2007.04.009, PII S0031320307001835
    • Y. Sun, M. S. Kamel, A. K. C.Wong, and Y.Wang, "Cost-sensitive boosting for classification of imbalanced data," Pattern Recognit., vol. 40, pp. 3358-3378, 2007. (Pubitemid 47223287)
    • (2007) Pattern Recognition , vol.40 , Issue.12 , pp. 3358-3378
    • Sun, Y.1    Kamel, M.S.2    Wong, A.K.C.3    Wang, Y.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.