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Volumn 6809 LNCS, Issue , 2011, Pages 150-167

Efficient processing of multiple DTW queries in time series databases

Author keywords

[No Author keywords available]

Indexed keywords

DISTANCE MEASURE; DYNAMIC TIME WARPING; EXPERIMENTAL EVALUATION; FALSE DISMISSALS; INTERACTIVE VISUALIZATIONS; LOWER BOUNDS; OTHER APPLICATIONS; PERFORMANCE GAIN; PROCESSING APPROACH; QUERY PROCESSING ALGORITHMS; RUNTIMES; SPEED-UPS; TIME SERIES DATABASE;

EID: 79961194392     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-22351-8_9     Document Type: Conference Paper
Times cited : (5)

References (31)
  • 1
    • 0034954376 scopus 로고    scopus 로고
    • Aligning gene expression time series with time warping algorithms
    • Aach, J., Church, G.M.: Aligning gene expression time series with time warping algorithms. Bioinformatics 17(6), 495-508 (2001) (Pubitemid 32600496)
    • (2001) Bioinformatics , vol.17 , Issue.6 , pp. 495-508
    • Aach, J.1    Church, G.M.2
  • 4
    • 70350355034 scopus 로고    scopus 로고
    • Robust adaptable video copy detection
    • Mamoulis, N., Seidl, T., Pedersen, T.B., Torp, K., Assent, I. (eds.) Springer, Heidelberg
    • Assent, I., Kremer, H.: Robust adaptable video copy detection. In: Mamoulis, N., Seidl, T., Pedersen, T.B., Torp, K., Assent, I. (eds.) SSTD 2009. LNCS, vol. 5644, pp. 380-385. Springer, Heidelberg (2009)
    • (2009) SSTD 2009. LNCS , vol.5644 , pp. 380-385
    • Assent, I.1    Kremer, H.2
  • 5
    • 77952284752 scopus 로고    scopus 로고
    • Anticipatory DTW for efficient similarity search in time series databases
    • Assent, I., Wichterich, M., Krieger, R., Kremer, H., Seidl, T.: Anticipatory DTW for efficient similarity search in time series databases. PVLDB 2(1), 826-837 (2009)
    • (2009) PVLDB , vol.2 , Issue.1 , pp. 826-837
    • Assent, I.1    Wichterich, M.2    Krieger, R.3    Kremer, H.4    Seidl, T.5
  • 8
    • 0000286376 scopus 로고
    • Using dynamic time warping to find patterns in time series
    • Berndt, D.J., Clifford, J.: Using dynamic time warping to find patterns in time series. In: AAAI Workshop on KDD, pp. 229-248 (1994)
    • (1994) AAAI Workshop on KDD , pp. 229-248
    • Berndt, D.J.1    Clifford, J.2
  • 10
    • 37849038120 scopus 로고    scopus 로고
    • Efficient index support for view-dependent queries on CFD data
    • Papadias, D., Zhang, D., Kollios, G. (eds.) Springer, Heidelberg
    • Brochhaus, C, Seidl, T.: Efficient index support for view-dependent queries on CFD data. In: Papadias, D., Zhang, D., Kollios, G. (eds.) SSTD 2007. LNCS, vol. 4605, pp. 57-74. Springer, Heidelberg (2007)
    • (2007) SSTD 2007. LNCS , vol.4605 , pp. 57-74
    • Brochhaus, C.1    Seidl, T.2
  • 11
    • 2942689584 scopus 로고    scopus 로고
    • Time registration of two image sequences by dynamic time warping
    • Chen, A.P., Lin, S.F., Cheng, Y.C.: Time registration of two image sequences by dynamic time warping. In: Proc. ICNSC, pp. 418-423 (2004)
    • (2004) Proc. ICNSC , pp. 418-423
    • Chen, A.P.1    Lin, S.F.2    Cheng, Y.C.3
  • 12
    • 84867136666 scopus 로고    scopus 로고
    • Querying and mining of time series data: Experimental comparison of representations and distance measures
    • Ding, H., Trajcevski, G., Scheuermann, P., Wang, X., Keogh, E.J.: 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
  • 14
    • 77952786446 scopus 로고    scopus 로고
    • Continuous query evaluation over distributed sensor networks
    • Jurca, O., Michel, S., Herrmann, A., Aberer, K.: Continuous query evaluation over distributed sensor networks. In: ICDE, pp. 912-923 (2010)
    • (2010) ICDE , pp. 912-923
    • Jurca, O.1    Michel, S.2    Herrmann, A.3    Aberer, K.4
  • 15
    • 51349155909 scopus 로고    scopus 로고
    • DTW based verification scheme of biometric signatures
    • Kar, B., Dutta, P., Basu, T., Viel Hauer, C, Dittmann, J.: DTW based verification scheme of biometric signatures. In: IEEE ICIT, pp. 381-386 (2006)
    • (2006) IEEE ICIT , pp. 381-386
    • Kar, B.1    Dutta, P.2    Basu, T.3    Viel Hauer, C.4    Dittmann, J.5
  • 16
    • 0242497349 scopus 로고    scopus 로고
    • Exact indexing of dynamic time warping
    • Keogh, E.J.: Exact indexing of dynamic time warping. In: VLDB, pp. 406-417 (2002)
    • (2002) VLDB , pp. 406-417
    • Keogh, E.J.1
  • 17
    • 85003961474 scopus 로고    scopus 로고
    • LB-Keogh supports exact indexing of shapes under rotation invariance with arbitrary representations and distance measures
    • Keogh, E.J., Wei, L., Xi, X., Lee, S., Vlachos, M.: LB-Keogh supports exact indexing of shapes under rotation invariance with arbitrary representations and distance measures. In: VLDB, pp. 882-893 (2006)
    • (2006) VLDB , pp. 882-893
    • Keogh, E.J.1    Wei, L.2    Xi, X.3    Lee, S.4    Vlachos, M.5
  • 19
    • 71049154457 scopus 로고    scopus 로고
    • Predictive QoS routing to mobile sinks in wireless sensor networks
    • Kusy, B., Lee, H., Wicke, M., Milosavljevic, N., Guibas, L.J.: Predictive QoS routing to mobile sinks in wireless sensor networks. In: IPSN, pp. 109-120 (2009)
    • (2009) IPSN , pp. 109-120
    • Kusy, B.1    Lee, H.2    Wicke, M.3    Milosavljevic, N.4    Guibas, L.J.5
  • 20
    • 34250727441 scopus 로고    scopus 로고
    • Three myths about dynamic time warping data mining
    • Ratanamahatana, C.A., Keogh, E.J.: Three myths about dynamic time warping data mining. In: SDM, pp. 506-510 (2005)
    • (2005) SDM , pp. 506-510
    • Ratanamahatana, C.A.1    Keogh, E.J.2
  • 21
    • 2942525700 scopus 로고    scopus 로고
    • Making time-series classification more accurate using learned constraints
    • Ratanamahatana, C.A., Keogh, E.J.: Making time-series classification more accurate using learned constraints. In: SDM, pp. 11-22 (2004)
    • (2004) SDM , pp. 11-22
    • Ratanamahatana, C.A.1    Keogh, E.J.2
  • 25
    • 41749090269 scopus 로고    scopus 로고
    • Toward accurate dynamic time warping in linear time and space
    • Salvador, S., Chan, P.: Toward accurate dynamic time warping in linear time and space. Intelligent Data Analysis 11(5), 561-580 (2007)
    • (2007) Intelligent Data Analysis , vol.11 , Issue.5 , pp. 561-580
    • Salvador, S.1    Chan, P.2
  • 26
    • 0032094249 scopus 로고    scopus 로고
    • Optimal multi-step k-nearest neighbor search
    • Seidl, T., Kriegel, H.P: Optimal multi-step k-nearest neighbor search. In: SIGMOD, pp. 154-165 (1998) (Pubitemid 128655965)
    • (1998) SIGMOD Record , vol.27 , Issue.2 , pp. 154-165
    • Seidl, T.1    Kriegel, H.-P.2
  • 27
    • 0023977778 scopus 로고
    • ACM Trans. Database Syst.
    • Sellis, T.K.: Multiple-query optimization. ACM Trans. Database Syst. 13(1), 23-52 (1988)
    • (1988) Multiple-query Optimization , vol.13 , Issue.1 , pp. 23-52
    • Sellis, T.K.1
  • 28
    • 84883764744 scopus 로고    scopus 로고
    • Efficient and adaptive processing of multiple continuous queries
    • Jensen, C.S., Jeffery, K., Pokorny, J., Saltenis, S., Hwang, J., Bohm, K., Jarke, M. (eds.) Springer, Heidelberg
    • Tok, W.H., Bressan, S.: Efficient and adaptive processing of multiple continuous queries. In: Jensen, C.S., Jeffery, K., Pokorny, J., Saltenis, S., Hwang, J., Bohm, K., Jarke, M. (eds.) EDBT 2002. LNCS, vol. 2287, pp. 215-232. Springer, Heidelberg (2002)
    • (2002) EDBT 2002. LNCS , vol.2287 , pp. 215-232
    • Tok, W.H.1    Bressan, S.2
  • 29
    • 0012951952 scopus 로고    scopus 로고
    • A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces
    • Weber, R., Schek, H.J., Blott, S.: A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces. In: VLDB, pp. 194-205 (1998)
    • (1998) VLDB , pp. 194-205
    • Weber, R.1    Schek, H.J.2    Blott, S.3
  • 30
    • 77954738342 scopus 로고    scopus 로고
    • A shared execution strategy for multiple pattern mining requests over streaming data
    • Yang, D., Rundensteiner, E.A., Ward, M.O.: A shared execution strategy for multiple pattern mining requests over streaming data. PVLDB 2(1), 874-885 (2009)
    • (2009) PVLDB , vol.2 , Issue.1 , pp. 874-885
    • Yang, D.1    Rundensteiner, E.A.2    Ward, M.O.3
  • 31
    • 1142279463 scopus 로고    scopus 로고
    • Warping indexes with envelope transforms for query by humming
    • Zhu, Y, Shasha, D.: Warping indexes with envelope transforms for query by humming. In: SIGMOD, pp. 181-192 (2003)
    • (2003) SIGMOD , pp. 181-192
    • Zhu, Y.1    Shasha, D.2


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