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Volumn 18, Issue 3, 2014, Pages 1015-1025

Context-driven, prescription-based personal activity classification: Methodology, architecture, and end-to-end implementation

Author keywords

Activity monitoring; context driven; wireless health

Indexed keywords

ACTIVITY CLASSIFICATIONS; ACTIVITY MONITORING; CLASSIFICATION ACCURACY; CONTEXT CLASSIFICATION; CONTEXT DRIVEN; FLEXIBLE ARCHITECTURES; LARGE-SCALE MONITORING; WIRELESS HEALTHS;

EID: 84900862238     PISSN: 21682194     EISSN: None     Source Type: Journal    
DOI: 10.1109/JBHI.2013.2282812     Document Type: Article
Times cited : (13)

References (25)
  • 1
    • 80054029501 scopus 로고    scopus 로고
    • The promise of mHealth: Daily activity monitoring and outcome assessment by wearable sensors
    • B. H. Dobkin and A. Dorsch, "The promise of mHealth: Daily activity monitoring and outcome assessment by wearable sensors, " Neurorehab. Neural Repair, vol. 25, pp. 788-798, 2011.
    • (2011) Neurorehab. Neural Repair , vol.25 , pp. 788-798
    • Dobkin, B.H.1    Dorsch, A.2
  • 2
    • 67349148107 scopus 로고    scopus 로고
    • A context-aware fitness guide system for exercise optimization in U-health
    • May
    • J. E. Lim, O. H. Choi, H. S. Na, and D. K. Baik, "A context-aware fitness guide system for exercise optimization in U-health, " IEEE Trans. Info. Tech. Biomed., vol. 13, no. 3, pp. 370-379, May 2009.
    • (2009) IEEE Trans. Info. Tech. Biomed. , vol.13 , Issue.3 , pp. 370-379
    • Lim, J.E.1    Choi, O.H.2    Na, H.S.3    Baik, D.K.4
  • 3
    • 2142651604 scopus 로고    scopus 로고
    • Physical activity and exercise recommendations for stroke survivors
    • M. F. Gordon, "Physical activity and exercise recommendations for stroke survivors, " Stroke, vol. 35, pp. 1230-1240, 2004.
    • (2004) Stroke , vol.35 , pp. 1230-1240
    • Gordon, M.F.1
  • 4
    • 79961210350 scopus 로고    scopus 로고
    • Reliability and validity of bilateral ankle accelerometer algorithms for activity recognition and walking speed after stroke
    • B. H. Dobkin, X. Xu, M. Batalin, S. Thomas, and W. J. Kaiser, "Reliability and validity of bilateral ankle accelerometer algorithms for activity recognition and walking speed after stroke, " Stroke, vol. 42, pp. 2246-2250, 2011.
    • (2011) Stroke , vol.42 , pp. 2246-2250
    • Dobkin, B.H.1    Xu, X.2    Batalin, M.3    Thomas, S.4    Kaiser, W.J.5
  • 7
    • 79960115455 scopus 로고    scopus 로고
    • Quantification of home rehabilitation exercise for the elder's physical fitness monitoring
    • Wuhan, China
    • C. Chiang, Y. Lee, C. Hsieh, C. Chan, and S. J. Hsu, "Quantification of home rehabilitation exercise for the elder's physical fitness monitoring, " in Proc. 5th Int. Conf. Bioinform. Biomed. Eng., Wuhan, China, 2011, pp. 1-4.
    • (2011) Proc. 5th Int. Conf. Bioinform. Biomed. Eng , pp. 1-4
    • Chiang, C.1    Lee, Y.2    Hsieh, C.3    Chan, C.4    Hsu, S.J.5
  • 8
    • 80054773512 scopus 로고    scopus 로고
    • Recognition of human physical activity based on a novel hierarchical weighted classification scheme
    • San Jose, CA, USA
    • O. Banos, M. Damas, H. Pomares, and I. Rojas, "Recognition of human physical activity based on a novel hierarchical weighted classification scheme, " in Proc. Int. Joint Conf. Neural Netw., San Jose, CA, USA, 2011, pp. 2205-2209.
    • (2011) Proc. Int. Joint Conf. Neural Netw , pp. 2205-2209
    • Banos, O.1    Damas, M.2    Pomares, H.3    Rojas, I.4
  • 9
    • 77956366233 scopus 로고    scopus 로고
    • A triaxial accelerometer-based physical activity recognition via augmented signal features and a hierarchical recognizer
    • Sep.
    • A. M. Khan, Y. Lee, S. Lee, and T. Kim, "A triaxial accelerometer-based physical activity recognition via augmented signal features and a hierarchical recognizer, " IEEE Trans. Inf. Technol. Biomed., vol. 14, no. 5, pp. 1166-1172, Sep. 2010.
    • (2010) IEEE Trans. Inf. Technol. Biomed. , vol.14 , Issue.5 , pp. 1166-1172
    • Khan, A.M.1    Lee, Y.2    Lee, S.3    Kim, T.4
  • 10
    • 80051976676 scopus 로고    scopus 로고
    • Robust hierachical system for classification of complex human mobility characteristics in the presence of neurological disorders
    • Dallas, TX, USA
    • X. Xu, M. Batalin, B. H. Dobkin, and W. J. Kaiser, "Robust hierachical system for classification of complex human mobility characteristics in the presence of neurological disorders, " in Proc. Int. Conf. Body Sensor Netw., Dallas, TX, USA, 2011, pp. 65-70.
    • (2011) Proc. Int. Conf. Body Sensor Netw , pp. 65-70
    • Xu, X.1    Batalin, M.2    Dobkin, B.H.3    Kaiser, W.J.4
  • 11
    • 84900830868 scopus 로고    scopus 로고
    • Understanding and using context
    • A. K. Dey, "Understanding and using context, " Pers. Ubiquit. Comput., vol. 5, pp. 4-7, 2001.
    • (2001) Pers. Ubiquit. Comput. , vol.5 , pp. 4-7
    • Dey, A.K.1
  • 14
    • 0033337366 scopus 로고    scopus 로고
    • There is more to context than location
    • A. Schmidt, M. Beigl, and H. Hans-W, "There is more to context than location, " Comput. Graph., vol. 23, pp. 893-901, 1999.
    • (1999) Comput. Graph. , vol.23 , pp. 893-901
    • Schmidt, A.1    Beigl, M.2    Hans-W, H.3
  • 16
  • 20
    • 84900839991 scopus 로고    scopus 로고
    • Monash University. (2011 Aug. 17). CSE5230 Tutorial: The Naive Bayes Classifier
    • Monash University. (2011, Aug. 17). CSE5230 Tutorial: The Naive Bayes Classifier. [Online]. Available: http://www.csse.monash.edu.au/courseware/ cse5230/2004/assets/naivebayesTute.pdf
  • 22
    • 79953122797 scopus 로고    scopus 로고
    • Web-based billing system exploits mature and emerging technology
    • J. Y. Xu, "Web-based billing system exploits mature and emerging technology, " IEEE IT Prof., vol. 13, no. 2, pp. 49-55, Mar./Apr. 2011.
    • IEEE IT Prof. , vol.13 , Issue.2 , pp. 49-55
    • Xu, J.Y.1
  • 24
    • 0033281701 scopus 로고    scopus 로고
    • Improved boosting algorithms using confidence-rated predictions
    • R. E. Schapire and Y. Singer, "Improved boosting algorithms using confidence-rated predictions, " Mach. Learn., vol. 37, pp. 297-336, 1999.
    • (1999) Mach. Learn. , vol.37 , pp. 297-336
    • Schapire, R.E.1    Singer, Y.2
  • 25
    • 84870847556 scopus 로고    scopus 로고
    • A universal hybrid decision tree classifier design for human activity classification
    • Osaka, Japan
    • C. Chien and G. Pottie, "A universal hybrid decision tree classifier design for human activity classification, " in Proc. Int. Conf. Eng. Med. Biol. Soc., Osaka, Japan, 2012, pp. 1065-1068.
    • (2012) Proc. Int. Conf. Eng. Med. Biol. Soc , pp. 1065-1068
    • Chien, C.1    Pottie, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.