메뉴 건너뛰기




Volumn 2, Issue 1, 2009, Pages 826-837

Anticipatory DTW for efficient similarity search in time series satabases

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL EFFICIENCY; DATABASE SYSTEMS; TIME SERIES;

EID: 77952284752     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: 10.14778/1687627.1687721     Document Type: Article
Times cited : (65)

References (32)
  • 1
    • 0034954376 scopus 로고    scopus 로고
    • Aligning gene expression time series with time warping algorithms
    • J. Aach and G. M. Church. Aligning gene expression time series with time warping algorithms. Bioinformatics, 17(6):495-508, 2001.
    • (2001) Bioinformatics , vol.17 , Issue.6 , pp. 495-508
    • Aach, J.1    Church, G.M.2
  • 2
    • 84865094229 scopus 로고    scopus 로고
    • Robust adaptable video copy detection
    • Springer
    • I. Assent and H. Kremer. Robust adaptable video copy detection. In SSTD. Springer, 2009.
    • (2009) SSTD
    • Assent, I.1    Kremer, H.2
  • 3
    • 33749633931 scopus 로고    scopus 로고
    • Approximation techniques for indexing the Earth Mover's Distance in multimedia databases
    • I. Assent, A. Wenning, and T. Seidl. Approximation techniques for indexing the Earth Mover's Distance in multimedia databases. In ICDE, page 11, 2006.
    • (2006) ICDE , pp. 11
    • Assent, I.1    Wenning, A.2    Seidl, T.3
  • 5
    • 0000286376 scopus 로고
    • Using dynamic time warping to find patterns in time series
    • D. J. Berndt and J. Clifford. Using dynamic time warping to find patterns in time series. In AAAI Workshop on KDD, pages 229-248, 1994.
    • (1994) AAAI Workshop on KDD , pp. 229-248
    • Berndt, D.J.1    Clifford, J.2
  • 6
    • 0038294452 scopus 로고    scopus 로고
    • Haar wavelets for efficient similarity search of time-series: With and without time warping
    • F. K.-P. Chan, A. W.-C. Fu, and C. Yu. Haar wavelets for efficient similarity search of time-series: With and without time warping. TKDE, 15(3):686-705, 2003.
    • (2003) TKDE , vol.15 , Issue.3 , pp. 686-705
    • Chan, F.K.-P.1    Fu, A.W.-C.2    Yu, C.3
  • 7
    • 2942689584 scopus 로고    scopus 로고
    • Time registration of two image sequences by dynamic time warping
    • A.-P. Chen, S.-F. Lin, and Y.-C. Cheng. Time registration of two image sequences by dynamic time warping. In Proc. ICNSC, pages 418-423, 2004.
    • (2004) Proc. ICNSC , pp. 418-423
    • Chen, A.-P.1    Lin, S.-F.2    Cheng, Y.-C.3
  • 8
    • 85135872226 scopus 로고    scopus 로고
    • On the marriage of Lp-norms and edit Distance
    • L. Chen and R. Ng. On the marriage of Lp-norms and edit Distance. In VLDB, pages 792-803, 2004.
    • (2004) VLDB , pp. 792-803
    • Chen, L.1    Ng, R.2
  • 9
    • 14844324775 scopus 로고    scopus 로고
    • Iterative deepening dynamic time warping for time series
    • S. Chu, E. J. Keogh, D. Hart, and M. J. Pazzani. Iterative deepening dynamic time warping for time series. In SDM, 2002.
    • (2002) SDM
    • Chu, S.1    Keogh, E.J.2    Hart, D.3    Pazzani, M.J.4
  • 10
    • 84867136666 scopus 로고    scopus 로고
    • Querying and mining of time series data: Experimental comparison of representations and distance measures
    • H. Ding, G. Trajcevski, P. Scheuermann, X. Wang, and E. Keogh. Querying and mining of time series data: Experimental comparison of representations and distance measures. In VLDB, 2008.
    • (2008) VLDB
    • Ding, H.1    Trajcevski, G.2    Scheuermann, P.3    Wang, X.4    Keogh, E.5
  • 11
    • 0003702635 scopus 로고    scopus 로고
    • Searching Multimedia Databases by Content
    • Kluwer Academic Publishers
    • C. Faloutsos. Searching Multimedia Databases by Content. Kluwer Academic Publishers, 1996.
    • (1996)
    • Faloutsos, C.1
  • 12
    • 0016467604 scopus 로고
    • Minimum prediction residual principle applied to speech recognition
    • F. Itakura. Minimum prediction residual principle applied to speech recognition. IEEE Trans. Acoust., Speech, Signal Processing, 23(1):67-72, 1975.
    • (1975) IEEE Trans. Acoust., Speech, Signal Processing , vol.23 , Issue.1 , pp. 67-72
    • Itakura, F.1
  • 13
    • 80155146694 scopus 로고    scopus 로고
    • Australian sign language data set 1
    • M. W. Kadous. Australian sign language data set 1, 1999. www.cse.unsw.edu.au/~waleed/tml/data/.
    • (1999)
    • Kadous, M.W.1
  • 14
    • 0242497349 scopus 로고    scopus 로고
    • Exact indexing of dynamic time warping
    • E. J. Keogh. Exact indexing of dynamic time warping. In VLDB, pages 406-417, 2002.
    • (2002) VLDB , pp. 406-417
    • Keogh, E.J.1
  • 15
    • 0034832364 scopus 로고    scopus 로고
    • Locally adaptive dimensionality reduction for indexing large time series databases
    • E. J. Keogh, K. Chakrabarti, M. Pazzani, and S. Mehrotra. Locally adaptive dimensionality reduction for indexing large time series databases. SIGMOD Rec., 30(2):151-162, 2000.
    • (2000) SIGMOD Rec , vol.30 , Issue.2 , pp. 151-162
    • Keogh, E.J.1    Chakrabarti, K.2    Pazzani, M.3    Mehrotra, S.4
  • 16
    • 85040241330 scopus 로고    scopus 로고
    • Dimensionality reduction for fast similarity search in large time series databases
    • E. J. Keogh, K. Chakrabarti, M. J. Pazzani, and S. Mehrotra. Dimensionality reduction for fast similarity search in large time series databases. KAIS, 3(3):263-286, 2001.
    • (2001) KAIS , vol.3 , Issue.3 , pp. 263-286
    • Keogh, E.J.1    Chakrabarti, K.2    Pazzani, M.J.3    Mehrotra, S.4
  • 17
    • 85003961474 scopus 로고    scopus 로고
    • LB-Keogh supports exact indexing of shapes under rotation invariance with arbitrary representations and distance measures
    • E. J. Keogh, L. Wei, X. Xi, S. Lee, and M. Vlachos. LB-Keogh supports exact indexing of shapes under rotation invariance with arbitrary representations and distance measures. In VLDB, pages 882-893, 2006.
    • (2006) VLDB , pp. 882-893
    • Keogh, E.J.1    Wei, L.2    Xi, X.3    Lee, S.4    Vlachos, M.5
  • 18
    • 0034995991 scopus 로고    scopus 로고
    • An index-based approach for similarity search supporting time warping in large sequence databases
    • S. Kim, S. Park, and W. Chu. An index-based approach for similarity search supporting time warping in large sequence databases. In ICDE, 2001.
    • (2001) ICDE
    • Kim, S.1    Park, S.2    Chu, W.3
  • 19
    • 33749408249 scopus 로고    scopus 로고
    • Making time-series classification more accurate using learned constraints
    • C. A. Ratanamahatana and E. J. Keogh. Making time-series classification more accurate using learned constraints. In SDM, 2004.
    • (2004) SDM
    • Ratanamahatana, C.A.1    Keogh, E.J.2
  • 20
    • 9444248912 scopus 로고    scopus 로고
    • Lower-bounding of dynamic time warping distances for multivariate time series
    • T. M. Rath and R. Manmatha. Lower-bounding of dynamic time warping distances for multivariate time series, 2003.
    • (2003)
    • Rath, T.M.1    Manmatha, R.2
  • 21
    • 0017930815 scopus 로고
    • Dynamic programming algorithm optimization for spoken word recognition
    • H. Sakoe and S. Chiba. Dynamic programming algorithm optimization for spoken word recognition. IEEE Trans. Acoust., Speech, Signal Processing, 26(1):43-49, 1978.
    • (1978) IEEE Trans. Acoust., Speech, Signal Processing , vol.26 , Issue.1 , pp. 43-49
    • Sakoe, H.1    Chiba, S.2
  • 22
    • 34548722676 scopus 로고    scopus 로고
    • Stream monitoring under the time warping distance
    • Y. Sakurai, C. Faloutsos, and M. Yamamuro. Stream monitoring under the time warping distance. In ICDE, pages 1046-1055, 2007.
    • (2007) ICDE , pp. 1046-1055
    • Sakurai, Y.1    Faloutsos, C.2    Yamamuro, M.3
  • 23
    • 33244494450 scopus 로고    scopus 로고
    • FTW: fast similarity search under the time warping distance
    • Y. Sakurai, M. Yoshikawa, and C. Faloutsos. FTW: fast similarity search under the time warping distance. In PODS, pages 326-337, 2005.
    • (2005) PODS , pp. 326-337
    • Sakurai, Y.1    Yoshikawa, M.2    Faloutsos, C.3
  • 24
    • 84865095847 scopus 로고    scopus 로고
    • Toward accurate dynamic time warping in linear time and space
    • S. Salvador and P. Chan. FastDTW: Toward accurate dynamic time warping in linear time and space. In KDD TDM, 2004.
    • (2004) KDD TDM
    • Salvador, S.1    Chan, P.2
  • 25
    • 41749090269 scopus 로고    scopus 로고
    • Toward accurate dynamic time warping in linear time and space
    • S. Salvador and P. Chan. 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
    • Kriegel. Optimal multi-step k-nearest neighbor search
    • T. Seidl and H.-P. Kriegel. Optimal multi-step k-nearest neighbor search. In SIGMOD, pages 154-165. ACM, 1998.
    • (1998) SIGMOD , pp. 154-165
    • Seidl, T.1    Kriegel, H.-P.2
  • 28
    • 77952414056 scopus 로고    scopus 로고
    • Indexing multi-dimensional time-series with support for multiple distance measures
    • M. Vlachos, M. Hadjieleftheriou, D. Gunopulos, and E. J. Keogh. Indexing multi-dimensional time-series with support for multiple distance measures. In SIGKDD, pages 216-225, 2003.
    • (2003) SIGKDD , pp. 216-225
    • Vlachos, M.1    Hadjieleftheriou, M.2    Gunopulos, D.3    Keogh, E.J.4
  • 29
    • 0031675839 scopus 로고    scopus 로고
    • Efficient retrieval of similar time sequences under time warping
    • B. K. Yi, H. V. Jagadish, and C. Faloutsos. Efficient retrieval of similar time sequences under time warping. In ICDE, pages 201-208, 1998.
    • (1998) ICDE , pp. 201-208
    • Yi, B.K.1    Jagadish, H.V.2    Faloutsos, C.3
  • 30
    • 34548788469 scopus 로고    scopus 로고
    • Boundary-based lower-bound functions for dynamic time warping and their indexing
    • M. Zhou and M. H. Wong. Boundary-based lower-bound functions for dynamic time warping and their indexing. In ICDE, pages 1307-1311, 2007.
    • (2007) ICDE , pp. 1307-1311
    • Zhou, M.1    Wong, M.H.2
  • 31
    • 52649095871 scopus 로고    scopus 로고
    • Efficient online subsequence searching in data streams under dynamic time warping distance
    • M. Zhou and M. H. Wong. Efficient online subsequence searching in data streams under dynamic time warping distance. In ICDE, pages 686-695, 2008.
    • (2008) ICDE , pp. 686-695
    • Zhou, M.1    Wong, M.H.2
  • 32
    • 1142279463 scopus 로고    scopus 로고
    • Warping indexes with envelope transforms for query by humming
    • Y. Zhu and D. Shasha. Warping indexes with envelope transforms for query by humming. In SIGMOD, 2003.
    • (2003) SIGMOD
    • Zhu, Y.1    Shasha, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.