Partitioning time series sensor data for activity recognition

Final Program and Abstract Book - 9th International Conference on Information Technology and Applications in Biomedicine, ITAB 2009

Volumn , Issue , 2009, Pages

  Hong, Xin ^a   Nugent, Chris D ^a  

^a UNIVERSITY OF ULSTER   (United Kingdom)

Author keywords

ADL; Smart home; State change sensor

Indexed keywords

ACTIVITY RECOGNITION; CHANGE SENSORS; DATA ANALYSIS; DATA SETS; ELDERLY PEOPLE; INDEPENDENT LIVING; LIVING ENVIRONMENT; LOW LEVEL; MONITORING ACTIVITIES; SENSING TECHNIQUES; SENSOR DATA; SMART HOMES;

INFORMATION TECHNOLOGY; INTELLIGENT BUILDINGS; TIME SERIES;

SENSORS;

EID: 77949575408     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITAB.2009.5394306     Document Type: Conference Paper

References (11)

1. A. Serna, H. Pigot, and V. Rialle, "Modeling the progression of Alzheimer's disease for cognitive assistance in smart homes," User Model User-Adap Inter, vol.17, pp. 415 - 438, Springer, 2007.
2. A. Mihailidis, B. Carmichael, and J. Boger, "The use of computer vision in an intelligent environment to support aging-in-place, safety, and independence in the home," IEEE Trans on Information Technology in Biomedicine, vol.8, no.3, pp. 238-247, September 2004.
3. M. Philipose, K. Fishkin, M. Perkowitz, D. Patterson, D. Fox, H. Kautz and D. Hahnel, "Inferring activities from interactions with objects," IEEE Pervasive Computing, Vol. 3, pp. 50 -57, 2004.
4. E. M. Tapia, S.S. Intille, K. Larson, "Activity recognition in the home using simple and ubiquitous sensors," in Proc. 2nd Int. Conf. Pervasive Computing, IEEE 2004, LNCS 3001, pp. 158-175.
5. D. Wilson and C. Atkeson, "Simultaneous tracking and activity recognition (star) using many anonymous binary sensors," in Proc. 3rd Int. Con. Pervasive Computing, IEEE 2005, pp. 62-79.
6. T. van Kasteren, A. Noulas, G. Englebienne, and B. Krose, "Accurate activity recognition in home setting," in Proc. 10th Int. Conf. Ubiquitous Computing, ACM 2008, pp. 1-9.
7. X. Hong, C. D. Nugent, M. D. Mulvenna, S. I. McClean, B. W. Scotney, S. Devlin, "Evidential fusion of sensor data for activity recognition in smart homes," Pervasive and Mobile Computing, Elsevier, Vol.5, No.3, pp. 236-252, June 2009.
8. C. D. Nugent, M. D. Mulvenna, X. Hong, S. Devlin, "Experiences in the development of a smart lab," Int. J. Biomedical Engineering and Technology, in press, Vol. 2, No.4, pp. 319-331 (2009).
9. G. Shafer, A Mathematical Theory of Evidence. Princeton University Press, Princeton, 1976.
10. http://www.science.uva.nI/-tlmkaste
11. Long Lasting Memories project www.longlastingmemories.org, last accessed on 25 September 2009.