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Volumn , Issue , 2014, Pages 121-126

Unsupervised time series segmentation for high-dimensional body sensor network data streams

Author keywords

big data; bsn; movement; neuroprosthetics; recognition; segmentation; unsupervised

Indexed keywords

BAYESIAN NETWORKS; BODY SENSOR NETWORKS; DATA COMMUNICATION SYSTEMS; IMAGE SEGMENTATION; ITERATIVE METHODS; TIME SERIES;

EID: 84905990022     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BSN.2014.34     Document Type: Conference Paper
Times cited : (15)

References (19)
  • 2
    • 0029100053 scopus 로고
    • Pocket-size, portable surface emg device in the differentiation of low back pain patients
    • P. Jalovaara, T. Niinimaki, and H. Vanharanta, "Pocket-size, portable surface emg device in the differentiation of low back pain patients," European Spine Journal, vol. 4, no. 4, pp. 210-212, 1995.
    • (1995) European Spine Journal , vol.4 , Issue.4 , pp. 210-212
    • Jalovaara, P.1    Niinimäki, T.2    Vanharanta, H.3
  • 3
    • 77952440930 scopus 로고    scopus 로고
    • The design and testing of a novel mechanomyogram-driven switch controlled by small eyebrow movements
    • N. Alves and T. Chau, "The design and testing of a novel mechanomyogram-driven switch controlled by small eyebrow movements," Journal of NeuroEngineering and Rehabilitation, vol. 7, no. 1, pp. 1-10, 2010.
    • (2010) Journal of NeuroEngineering and Rehabilitation , vol.7 , Issue.1 , pp. 1-10
    • Alves, N.1    Chau, T.2
  • 4
    • 84879072142 scopus 로고    scopus 로고
    • Measuring motion with kinematically redundant accelerometer arrays: Theory, simulation and implementation
    • S. O. Madgwick, A. J. Harrison, P. M. Sharkey, R. Vaidyanathan, and W. S. Harwin, "Measuring motion with kinematically redundant accelerometer arrays: theory, simulation and implementation," Mechatronics, 2013.
    • (2013) Mechatronics
    • Madgwick, S.O.1    Harrison, A.J.2    Sharkey, P.M.3    Vaidyanathan, R.4    Harwin, W.S.5
  • 6
    • 0034641916 scopus 로고    scopus 로고
    • Learning of action through adaptive combination of motor primitives
    • K. A. Thoroughman and R. Shadmehr, "Learning of action through adaptive combination of motor primitives," Nature, vol. 407, no. 6805, pp. 742-747, 2000.
    • (2000) Nature , vol.407 , Issue.6805 , pp. 742-747
    • Thoroughman, K.A.1    Shadmehr, R.2
  • 7
    • 0037374448 scopus 로고    scopus 로고
    • Combinations of muscle synergies in the construction of a natural motor behavior
    • A. D'Avella, P. Saltiel, and E. Bizzi, "Combinations of Muscle Synergies in the Construction of a Natural Motor Behavior," Nature Neuroscience, vol. 6, no. 3, pp. 300-308, 2003.
    • (2003) Nature Neuroscience , vol.6 , Issue.3 , pp. 300-308
    • D'Avella, A.1    Saltiel, P.2    Bizzi, E.3
  • 8
    • 84905995858 scopus 로고    scopus 로고
    • Movement segmentation and recognition for imitation learning
    • F. Meier, E. Theodorou, and S. Schaal, "Movement segmentation and recognition for imitation learning," in AISTATS, vol. 2012, 2012.
    • (2012) AISTATS , vol.2012
    • Meier, F.1    Theodorou, E.2    Schaal, S.3
  • 12
    • 85162068870 scopus 로고    scopus 로고
    • Movement extraction by detecting dynamics switches and repetitions
    • S. Chiappa and J. Peters, "Movement extraction by detecting dynamics switches and repetitions," Advances in Neural Information Processing Systems, vol. 23, pp. 388-396, 2010.
    • (2010) Advances in Neural Information Processing Systems , vol.23 , pp. 388-396
    • Chiappa, S.1    Peters, J.2
  • 15
    • 84905975119 scopus 로고    scopus 로고
    • A methodology for assessing the effect of correlations among muscle synergy activations on taskdiscriminating information
    • I. Delis, B. Berret, T. Pozzo, and S. Panzeri, "A methodology for assessing the effect of correlations among muscle synergy activations on taskdiscriminating information," Frontiers in Computational Neuroscience, vol. 7, p. 54.
    • Frontiers in Computational Neuroscience , vol.7 , pp. 54
    • Delis, I.1    Berret, B.2    Pozzo, T.3    Panzeri, S.4
  • 17
    • 0344005042 scopus 로고
    • Speech discrimination by dynamic programming
    • T. Vintsyuk, "Speech discrimination by dynamic programming," Cybernetics and Systems Analysis, vol. 4, no. 1, pp. 52-57, 1968.
    • (1968) Cybernetics and Systems Analysis , vol.4 , Issue.1 , pp. 52-57
    • Vintsyuk, T.1
  • 18
    • 78149328370 scopus 로고    scopus 로고
    • Canonical time warping for alignment of human behavior
    • F. Zhou and F. De la Torre, "Canonical time warping for alignment of human behavior," in NIPS, 2009, pp. 2286-2294.
    • (2009) NIPS , pp. 2286-2294
    • Zhou, F.1    De La Torre, F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.