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Volumn 1, Issue , 2011, Pages 33-38

Towards online multi-model approximation of time series

Author keywords

efficient data management; error norm; lossy compression; regression; storage scheme

Indexed keywords

APPROXIMATION APPROACH; APPROXIMATION MODEL; BURSTINESS; DATA APPROXIMATION; DATA RANGES; DATA SEGMENT; DATA STREAM; ERROR NORM; INDIVIDUAL MODELS; LOSSY COMPRESSIONS; MONITORING APPLICATIONS; MULTI-MODEL; REGRESSION; SENSOR TECHNOLOGIES; STORAGE SCHEME; STREAMING DATA;

EID: 82055165162     PISSN: 15516245     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MDM.2011.57     Document Type: Conference Paper
Times cited : (20)

References (13)
  • 5
    • 0344496679 scopus 로고    scopus 로고
    • Capturing sensor-generated time series with quality guarantees
    • I. Lazaridis and S. Mehrotra, "Capturing sensor-generated time series with quality guarantees," in Proc. of ICDE, March 2003, pp. 429-440.
    • Proc. of ICDE, March 2003 , pp. 429-440
    • Lazaridis, I.1    Mehrotra, S.2
  • 7
    • 66749158142 scopus 로고    scopus 로고
    • On the space - Time of optimal, approximate and streaming algorithms for synopsis construction problems
    • S. Guha, "On the space - time of optimal, approximate and streaming algorithms for synopsis construction problems," The VLDB Journal, vol. 17, no. 6, pp. 1509-1535, 2008.
    • (2008) The VLDB Journal , vol.17 , Issue.6 , pp. 1509-1535
    • Guha, S.1
  • 10
    • 34547920743 scopus 로고    scopus 로고
    • Adaptive model selection for time series prediction in wireless sensor networks
    • DOI 10.1016/j.sigpro.2007.05.015, PII S0165168407001879
    • Y.-A. Le Borgne, S. Santini, and G. Bontempi, "Adaptive model selection for time series prediction in wireless sensor networks," Signal Process., vol. 87, pp. 3010-3020, December 2007. (Pubitemid 47259183)
    • (2007) Signal Processing , vol.87 , Issue.12 , pp. 3010-3020
    • Le, B.Y.-A.1    Santini, S.2    Bontempi, G.3
  • 13
    • 0000241853 scopus 로고
    • Deterministic nonperiodic flow
    • E. N. Lorenz, "Deterministic nonperiodic flow," Journal of the Atmospheric Sciences, vol. 20, no. 2, pp. 130-141, 1963.
    • (1963) Journal of the Atmospheric Sciences , vol.20 , Issue.2 , pp. 130-141
    • Lorenz, E.N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.