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Volumn 8277 LNCS, Issue , 2013, Pages 88-95

Application of a cluster-based classifier ensemble to activity recognition in smart homes

Author keywords

Activity recognition; Classifier ensembles; Smart homes.

Indexed keywords

AUTOMATION; INTELLIGENT BUILDINGS; SENSORS;

EID: 84893979840     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-03092-0_13     Document Type: Conference Paper
Times cited : (3)

References (14)
  • 4
    • 35048836274 scopus 로고    scopus 로고
    • Activity Recognition in the Home Using Simple and Ubiquitous Sensors
    • Ferscha, A., Mattern, F. (eds.) PERVASIVE 2004. Springer, Heidelberg
    • Tapia, E.M., Intille, S.S., Larson, K.: Activity Recognition in the Home Using Simple and Ubiquitous Sensors. In: Ferscha, A., Mattern, F. (eds.) PERVASIVE 2004. LNCS, vol. 3001, pp. 158-175. Springer, Heidelberg (2004)
    • (2004) LNCS , vol.3001 , pp. 158-175
    • Tapia, E.M.1    Intille, S.S.2    Larson, K.3
  • 6
    • 38149039398 scopus 로고    scopus 로고
    • A long-term evaluation of sensing modalities for activity recognition
    • Krumm, J., Abowd, G.D., Seneviratne, A., Strang, T. (eds.) UbiComp 2007. Springer, Heidelberg
    • Logan, B., Healey, J., Philipose, M., Tapia, E.M., Intille, S.S.: A long-term evaluation of sensing modalities for activity recognition. In: Krumm, J., Abowd, G.D., Seneviratne, A., Strang, T. (eds.) UbiComp 2007. LNCS, vol. 4717, pp. 483-500. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4717 , pp. 483-500
    • Logan, B.1    Healey, J.2    Philipose, M.3    Tapia, E.M.4    Intille, S.S.5
  • 7
    • 53949117607 scopus 로고    scopus 로고
    • Using acceleration measurements for activity recognition: An effective learning algorithm for constructing neural classifiers
    • Yang, J.Y., Wang, J.S., Chen, Y.P.: Using acceleration measurements for activity recognition: An effective learning algorithm for constructing neural classifiers. Pattern Recognition Letters, 2213-2220 (2008)
    • (2008) Pattern Recognition Letters , pp. 2213-2220
    • Yang, J.Y.1    Wang, J.S.2    Chen, Y.P.3
  • 12
    • 84864758525 scopus 로고    scopus 로고
    • Evaluation: From Precision, Recall and F-Factor to ROC, Informedness, Markedness & Correlation
    • Powers, D.: Evaluation: From Precision, Recall and F-Factor to ROC, Informedness, Markedness & Correlation. Machine Learning Technologies 2(1), 37-63 (2011)
    • (2011) Machine Learning Technologies , vol.2 , Issue.1 , pp. 37-63
    • Powers, D.1
  • 13
    • 75049085494 scopus 로고    scopus 로고
    • Object relevance weight pattern mining for activity recognition and segmentation
    • Palmes, P., Pung, H.K., Gu, T., Xue, W., Chen, S.: Object relevance weight pattern mining for activity recognition and segmentation. Pervasive and Mobile Computing 6(1), 43-57 (2010)
    • (2010) Pervasive and Mobile Computing , vol.6 , Issue.1 , pp. 43-57
    • Palmes, P.1    Pung, H.K.2    Gu, T.3    Xue, W.4    Chen, S.5
  • 14
    • 79958236542 scopus 로고    scopus 로고
    • Rapid specification and automated generation of prompting systems to assist people with dementia
    • Hoey, J., Plotz, T., Jackson, D., Monk, A., Pham, C., Olivier, P.: Rapid specification and automated generation of prompting systems to assist people with dementia. Pervasive and Mobile Computing 7(3), 299-318 (2011)
    • (2011) Pervasive and Mobile Computing , vol.7 , Issue.3 , pp. 299-318
    • Hoey, J.1    Plotz, T.2    Jackson, D.3    Monk, A.4    Pham, C.5    Olivier, P.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.