메뉴 건너뛰기




Volumn , Issue , 2008, Pages 365-378

Approximate embedding-based subsequence matching of time series

Author keywords

Algorithms

Indexed keywords

AREAS OF INTERESTS; DATABASE SEQUENCES; DISTANCE MEASURES; DYNAMIC TIME WARPING; QUERY OBJECTS; REFERENCE OBJECTS; RETRIEVAL ACCURACIES; SMALL LOSSES; SPEED-UP; SUBSEQUENCE MATCHING; SUBSEQUENCE MATCHING ALGORITHMS; TIME SERIES; TIME-SERIES DATUM;

EID: 57149141135     PISSN: 07308078     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1376616.1376656     Document Type: Conference Paper
Times cited : (62)

References (44)
  • 2
    • 33748123736 scopus 로고    scopus 로고
    • T. Argyros and C. Ermopoulos. Efficient subsequence matching in time series databases under time and amplitude transformations. In International Conference on Data Mining, pages 481-484, 2003.
    • T. Argyros and C. Ermopoulos. Efficient subsequence matching in time series databases under time and amplitude transformations. In International Conference on Data Mining, pages 481-484, 2003.
  • 4
    • 0038670812 scopus 로고    scopus 로고
    • Searching in high-dimensional spaces: Index structures for improving the performance of multimedia databases
    • C. Böhm, S. Berchtold, and D. A. Keim. Searching in high-dimensional spaces: Index structures for improving the performance of multimedia databases. ACM Computing Surveys, 33(3):322-373, 2001.
    • (2001) ACM Computing Surveys , vol.33 , Issue.3 , pp. 322-373
    • Böhm, C.1    Berchtold, S.2    Keim, D.A.3
  • 7
    • 84976803260 scopus 로고
    • FastMap: A fast algorithm for indexing, data-mining and visualization of traditional and multimedia datasets
    • C. Faloutsos and K. I. Lin. FastMap: A fast algorithm for indexing, data-mining and visualization of traditional and multimedia datasets. In ACM International Conference on Management of Data (SIGMOD), pages 163-174, 1995.
    • (1995) ACM International Conference on Management of Data (SIGMOD) , pp. 163-174
    • Faloutsos, C.1    Lin, K.I.2
  • 14
    • 0010011718 scopus 로고    scopus 로고
    • Cluster-preserving embedding of proteins
    • Technical Report 99-50, CS Department, Rutgers University
    • G. Hristescu and M. Farach-Colton. Cluster-preserving embedding of proteins. Technical Report 99-50, CS Department, Rutgers University, 1999.
    • (1999)
    • Hristescu, G.1    Farach-Colton, M.2
  • 17
    • 0034592912 scopus 로고    scopus 로고
    • Scaling up dynamic time warping for data mining applications
    • E. Keogh and M. Pazzani. Scaling up dynamic time warping for data mining applications. In Proc. of SIGKDD, 2000.
    • (2000) Proc. of SIGKDD
    • Keogh, E.1    Pazzani, M.2
  • 20
    • 33845568895 scopus 로고
    • The symmetric time warping algorithm: From continuous to discrete
    • Addison-Wesley
    • J. B. Kruskall and M. Liberman. The symmetric time warping algorithm: From continuous to discrete. In Time Warps. Addison-Wesley, 1983.
    • (1983) Time Warps
    • Kruskall, J.B.1    Liberman, M.2
  • 23
    • 0036372483 scopus 로고    scopus 로고
    • General match: A subsequence matching method in time-series databases based on generalized windows
    • Y. Moon, K. Whang, and W. Han. General match: a subsequence matching method in time-series databases based on generalized windows. In ACM International Conference on Management of Data (SIGMOD), pages 382-393, 2002.
    • (2002) ACM International Conference on Management of Data (SIGMOD) , pp. 382-393
    • Moon, Y.1    Whang, K.2    Han, W.3
  • 25
    • 0032314545 scopus 로고    scopus 로고
    • Spotting dynamic hand gestures in video image sequences using hidden Markov models
    • P. Morguet and M. Lang. Spotting dynamic hand gestures in video image sequences using hidden Markov models. In IEEE International Conference on Image Processing, pages 193-197, 1998.
    • (1998) IEEE International Conference on Image Processing , pp. 193-197
    • Morguet, P.1    Lang, M.2
  • 26
    • 0032271022 scopus 로고    scopus 로고
    • Spotting method for classification of real world data
    • July
    • R. Oka. Spotting method for classification of real world data. The Computer Journal, 41(8):559-565, July 1998.
    • (1998) The Computer Journal , vol.41 , Issue.8 , pp. 559-565
    • Oka, R.1
  • 27
    • 0042430582 scopus 로고    scopus 로고
    • Similarity search of time-warped subsequences via a suffix tree
    • S. Park, W. W. Chu, J. Yoon, and J. Won. Similarity search of time-warped subsequences via a suffix tree. Information Systems, 28(7), 2003.
    • (2003) Information Systems , vol.28 , Issue.7
    • Park, S.1    Chu, W.W.2    Yoon, J.3    Won, J.4
  • 28
    • 77952145570 scopus 로고    scopus 로고
    • Segment-based approach for subsequence searches in sequence databases
    • S. Park, S. Kim, and W. W. Chu. Segment-based approach for subsequence searches in sequence databases. In Symposium on Applied Computing, pages 248-252, 2001.
    • (2001) Symposium on Applied Computing , pp. 248-252
    • Park, S.1    Kim, S.2    Chu, W.W.3
  • 29
    • 0031170074 scopus 로고    scopus 로고
    • D. Rafiei and A. O. Mendelzon. Similarity-based queries for time series data. In ACM International Conference on Management of Data (SIGMOD), pages 13-25, 1997.
    • D. Rafiei and A. O. Mendelzon. Similarity-based queries for time series data. In ACM International Conference on Management of Data (SIGMOD), pages 13-25, 1997.
  • 34
    • 15544379982 scopus 로고    scopus 로고
    • Fast and exact warping of time series using adaptive segmental approximations
    • Y. Shou, N. Mamoulis, and D. W. Cheung. Fast and exact warping of time series using adaptive segmental approximations. Machine Learning, 58(2-3):231-267, 2005.
    • (2005) Machine Learning , vol.58 , Issue.2-3 , pp. 231-267
    • Shou, Y.1    Mamoulis, N.2    Cheung, D.W.3
  • 35
    • 0038376764 scopus 로고    scopus 로고
    • VQ-index: An index structure for similarity searching in multimedia databases
    • E. Tuncel, H. Ferhatosmanoglu, and K. Rose. VQ-index: An index structure for similarity searching in multimedia databases. InProc. of ACM Multimedia, pages 543-552, 2002.
    • (2002) InProc. of ACM Multimedia , pp. 543-552
    • Tuncel, E.1    Ferhatosmanoglu, H.2    Rose, K.3
  • 40
    • 0000681228 scopus 로고    scopus 로고
    • A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces
    • R. Weber, H.-J. Schek, and S. Blott. A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces. In International Conference on Very Large Data Bases, pages 194-205, 1998.
    • (1998) International Conference on Very Large Data Bases , pp. 194-205
    • Weber, R.1    Schek, H.-J.2    Blott, S.3
  • 42
    • 29844444491 scopus 로고    scopus 로고
    • H. Wu, B. Salzberg, G. C. Sharp, S. B. Jiang, H. Shirato, and D. R. Kaeli. Subsequence matching on structured time series data. In ACM International Conference on Management of Data (SIGMOD), pages 682-693, 2005.
    • H. Wu, B. Salzberg, G. C. Sharp, S. B. Jiang, H. Shirato, and D. R. Kaeli. Subsequence matching on structured time series data. In ACM International Conference on Management of Data (SIGMOD), pages 682-693, 2005.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.