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Volumn WS-11-11, Issue , 2011, Pages 74-79

Robust active learning using crowdsourced annotations for activity recognition

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; ACTIVITY RECOGNITION; AMAZON'S MECHANICAL TURKS; ANNOTATION ERRORS; CLOSE-IN; CONFIDENCE SCORE; CROWDSOURCING; ELDERCARE; GREEDY METHOD; HUMAN ACTIVITIES; LABELED TRAINING DATA; NOISE CONDITIONS; WEARABLE SENSORS;

EID: 80055030658     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (21)

References (19)
  • 3
    • 35048842427 scopus 로고    scopus 로고
    • Activity recognition from user-annotated acceleration data
    • Bao, L., and Intille, S. 2004. Activity recognition from user-annotated acceleration data. Pervasive Computing 1-17.
    • (2004) Pervasive Computing , pp. 1-17
    • Bao, L.1    Intille, S.2
  • 5
    • 56449108037 scopus 로고    scopus 로고
    • Hierarchical sampling for active learning
    • Dasgupta, S., and Hsu, D. 2008. Hierarchical sampling for active learning. In Proceedings of ICML.
    • (2008) Proceedings of ICML
    • Dasgupta, S.1    Hsu, D.2
  • 8
    • 70350581679 scopus 로고    scopus 로고
    • Sensor-based understanding of daily life via large-scale use of common sense
    • Pentney, W.; Popescu, A.; Wang, S.; Kautz, H.; and Philipose, M. 2006. Sensor-based understanding of daily life via large-scale use of common sense. In AAAI.
    • (2006) AAAI
    • Pentney, W.1    Popescu, A.2    Wang, S.3    Kautz, H.4    Philipose, M.5
  • 10
  • 14
    • 84898945418 scopus 로고    scopus 로고
    • Active learning for parameter estimation in Bayesian networks
    • Tong, S., and Koller, D. 2001. Active learning for parameter estimation in Bayesian networks. In Proceedings of NIPS.
    • (2001) Proceedings of NIPS
    • Tong, S.1    Koller, D.2
  • 15
    • 0042868698 scopus 로고    scopus 로고
    • Support vector machine active learning with applications to text classification
    • Tong, S., and Koller, D. 2002. Support vector machine active learning with applications to text classification. Journal of Machine Learning Research 2:45-66.
    • (2002) Journal of Machine Learning Research , vol.2 , pp. 45-66
    • Tong, S.1    Koller, D.2
  • 19
    • 77953763789 scopus 로고    scopus 로고
    • Recognizing household activities from human motion data using active learning and feature selection
    • Zhao, L.; Wang, X.; and Sukthankar, G. 2010. Recognizing household activities from human motion data using active learning and feature selection. Technology and Disability 22(1-2):17-26.
    • (2010) Technology and Disability , vol.22 , Issue.1-2 , pp. 17-26
    • Zhao, L.1    Wang, X.2    Sukthankar, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.