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Volumn , Issue , 2014, Pages 392-401

Learning time-series shapelets

Author keywords

shapelets; supervised feature extraction; time series classification

Indexed keywords


EID: 84907021180     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2623330.2623613     Document Type: Conference Paper
Times cited : (450)

References (19)
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    • Chang, K.W.1    Deka, B.2    Hwu, W.M.W.3    Roth, D.4
  • 3
    • 29644438050 scopus 로고    scopus 로고
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    • J. Demšar. Statistical comparisons of classifiers over multiple data sets. J. Mach. Learn. Res., 7:1-30, Dec. 2006.
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    • Demšar, J.1
  • 4
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    • Querying and mining of time series data: Experimental comparison of representations and distance measures
    • H. Ding, G. Trajcevski, P. Scheuermann, X. Wang, and E. J. Keogh. Querying and mining of time series data: experimental comparison of representations and distance measures. PVLDB, 1(2):1542-1552, 2008.
    • (2008) PVLDB , vol.1 , Issue.2 , pp. 1542-1552
    • Ding, H.1    Trajcevski, G.2    Scheuermann, P.3    Wang, X.4    Keogh, E.J.5
  • 6
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    • Prototype optimization for temporarily and spatially distorted time series
    • B. Hartmann, I. Schwab, and N. Link. Prototype optimization for temporarily and spatially distorted time series. In the AAAI Spring Symposia, 2010.
    • (2010) The AAAI Spring Symposia
    • Hartmann, B.1    Schwab, I.2    Link, N.3
  • 9
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    • Alternative quality measures for time series shapelets
    • Intelligent Data Engineering and Automated Learning
    • J. Lines and A. Bagnall. Alternative quality measures for time series shapelets. In Intelligent Data Engineering and Automated Learning, volume 7435 of Lecture Notes in Computer Science, pages 475-483. 2012.
    • (2012) Lecture Notes in Computer Science , vol.7435 , pp. 475-483
    • Lines, J.1    Bagnall, A.2
  • 18
    • 78651360823 scopus 로고    scopus 로고
    • Time series shapelets: A novel technique that allows accurate, interpretable and fast classification
    • L. Ye and E. Keogh. Time series shapelets: a novel technique that allows accurate, interpretable and fast classification. Data Mining and Knowledge Discovery, 22(1):149-182, 2011.
    • (2011) Data Mining and Knowledge Discovery , vol.22 , Issue.1 , pp. 149-182
    • Ye, L.1    Keogh, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.