[1]
|
R. D. Adelman, L. L. Tmanova, D. Delgado, S. Dion and M. S. Lachs, Caregiver burden: A clinical review, Jama, 311 (2014), 1052-1060.
doi: 10.1001/jama.2014.304.
|
[2]
|
A. Barfar and B. Padmanabhan, Predicting presidential election outcomes from what people watch, Big Data, 5 (2017), 32-41.
doi: 10.1089/big.2017.0013.
|
[3]
|
C. M. Bishop, Neural Networks for Pattern Recognition, Oxford university press, 1995.
|
[4]
|
L. Breiman, Random forests, Machine Learning, 45 (2001), 5-32.
|
[5]
|
C.-Y. Chiao, H.-S. Wu and C.-Y. Hsiao, Caregiver burden for informal caregivers of patients with dementia: A systematic review, International Nursing Review, 62 (2015), 340-350.
doi: 10.1111/inr.12194.
|
[6]
|
G. DePalma, H. Xu, K. E. Covinsky, B. A. Craig, E. Stallard, J. Thomas Ⅲ and L. P. Sands, Hospital readmission among older adults who return home with unmet need for ADL disability, The Gerontologist, 53 (2013), 454-461.
doi: 10.1093/geront/gns103.
|
[7]
|
C. for Disease Control and Prevention, Behavioral risk factor surveillance system survey data, atlanta, georgia. u. s.
|
[8]
|
J. E. Gaugler, D. L. Roth, W. E. Haley and M. S. Mittelman, Can counseling and support reduce burden and depressive symptoms in caregivers of people with Alzheimer's disease during the transition to institutionalization? results from the new york university caregiver intervention study, Journal of the American Geriatrics Society, 56 (2008), 421-428.
doi: 10.1111/j.1532-5415.2007.01593.x.
|
[9]
|
P. E. Greenberg and H. G. Birnbaum, The economic burden of depression in the us: Societal and patient perspectives, Expert Opinion on Pharmacotherapy, 6 (2005), 369-376.
doi: 10.1517/14656566.6.3.369.
|
[10]
|
S. Gupta, G. Hawker, A. Laporte, R. Croxford and P. Coyte, The economic burden of disabling hip and knee osteoarthritis (oa) from the perspective of individuals living with this condition, Rheumatology, 44 (2005), 1531-1537.
doi: 10.1093/rheumatology/kei049.
|
[11]
|
M. Hall, E. Frank, G. Holmes, B. Pfahringer, P. Reutemann and I. H. Witten, The weka data mining software: An update, ACM SIGKDD Explorations Newsletter, 11 (2009), 10-18.
doi: 10.1145/1656274.1656278.
|
[12]
|
Y. LeCun, Y. Bengio and G. Hinton, Deep learning, Nature, 521 (2015), 436-444.
doi: 10.1038/nature14539.
|
[13]
|
S. J. Lupien, B. S. McEwen, M. R. Gunnar and C. Heim, Effects of stress throughout the lifespan on the brain, behaviour and cognition, Nature Reviews Neuroscience, 10 (2009), 434-445.
doi: 10.1038/nrn2639.
|
[14]
|
P. C. J. Navas, Y. C. G. Parra and J. I. R. Molano, Big data tools: Haddop, mongodb and weka, in International Conference on Data Mining and Big Data, Springer, 2016,449-456.
|
[15]
|
U. D. of Health Huma Service., 2011 poverty guideline, Federal Register, 76 (2010), 3637-3638.
|
[16]
|
B. D. Ripley, Pattern Recognition and Neural Networks, Cambridge university press, 2007.
|
[17]
|
J. W. Rowe, T. Fulmer and L. Fried, Preparing for better health and health care for an aging population, Jama, 316 (2016), 1643-1644.
doi: 10.1001/jama.2016.12335.
|
[18]
|
J. Schmidhuber, Deep learning in neural networks: An overview, Neural Networks, 61 (2015), 85-117.
doi: 10.1016/j.neunet.2014.09.003.
|
[19]
|
B. C. Spillman and S. K. Long, Does high caregiver stress predict nursing home entry?, INQUIRY: The Journal of Health Care Organization, Provision, and Financing, 46 (2009), 140-161.
doi: 10.5034/inquiryjrnl_46.02.140.
|
[20]
|
C. H. Van Houtven, S. D. Ramsey, M. C. Hornbrook, A. A. Atienza and M. van Ryn, Economic burden for informal caregivers of lung and colorectal cancer patients, The Oncologist, 15 (2010), 883-893.
doi: 10.1634/theoncologist.2010-0005.
|
[21]
|
I. H. Witten, E. Frank, M. A. Hall and C. J. Pal, Data Mining: Practical Machine Learning Tools and Techniques, Morgan Kaufmann, 2016.
|
[22]
|
X. Wu, V. Kumar, J. Ross Quinlan, J. Ghosh, Q. Yang, H. Motoda, G. J. McLachlan, A. Ng, B. Liu and P. S. Yu, et al., Top 10 algorithms in data mining, Knowledge and Information Systems, 14 (2008), 1-37.
doi: 10.1007/s10115-007-0114-2.
|
[23]
|
E. Yan and T. Kwok, Abuse of older Chinese with dementia by family caregivers: An inquiry into the role of caregiver burden, International Journal of Geriatric Psychiatry, 26 (2011), 527-535.
doi: 10.1002/gps.2561.
|
[24]
|
Q. Yang and X. Wu, 10 challenging problems in data mining research, International Journal of Information Technology & Decision Making, 5 (2006), 597-604.
doi: 10.1142/S0219622006002258.
|