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Volumn , Issue , 2006, Pages 527-538

A non-linear dimensionality-reduction technique for fast similarity search in large databases

Author keywords

[No Author keywords available]

Indexed keywords

INDEXING (OF INFORMATION); NONLINEAR SYSTEMS; PARAMETER ESTIMATION;

EID: 34250655397     PISSN: 07308078     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1142473.1142532     Document Type: Conference Paper
Times cited : (20)

References (36)
  • 1
    • 34250641600 scopus 로고    scopus 로고
    • http://sipi.iisc.edu/services/database/database.html.
  • 2
    • 34250620598 scopus 로고    scopus 로고
    • http://u-foria.org/marioh/spatialindex/.
  • 3
    • 34250630150 scopus 로고    scopus 로고
    • http://www.cse.ohio-state.edu/o&Tild;zturk/data/data.
  • 4
    • 34250652152 scopus 로고    scopus 로고
    • http://www.ctisus.org/tf/indextf.html.
  • 5
    • 34250624950 scopus 로고    scopus 로고
    • http://www.mediateam.oulu.fi/mtdb/download.html.
  • 6
    • 0025447750 scopus 로고
    • The r*-tree: An efficient and robust access method foipoints and rectangles
    • May
    • N. Beckman, H. Kriegel, R. Schneider, and B. Seeger, The r*-tree: an efficient and robust access method foipoints and rectangles. In ACM SIGMOD, pages 322-331, May 1990.
    • (1990) ACM SIGMOD , pp. 322-331
    • Beckman, N.1    Kriegel, H.2    Schneider, R.3    Seeger, B.4
  • 10
    • 51249178997 scopus 로고
    • On lipschitz embedding of finite metric spaces into hilbert space
    • J. Bourgain. On lipschitz embedding of finite metric spaces into hilbert space. Israel Journal of Mathematics, (52):46-52, 1985.
    • (1985) Israel Journal of Mathematics , vol.52 , pp. 46-52
    • Bourgain, J.1
  • 12
    • 0036501928 scopus 로고    scopus 로고
    • An efficient indexing method for nearest neighbor searches in high-dimensional image databases
    • Mar
    • G. Cha, X. Zhu, D. Petkovic, and C. Chung. An efficient indexing method for nearest neighbor searches in high-dimensional image databases. IEEE Transactions on Multimedia, 4(1):76-87, Mar. 2002.
    • (2002) IEEE Transactions on Multimedia , vol.4 , Issue.1 , pp. 76-87
    • Cha, G.1    Zhu, X.2    Petkovic, D.3    Chung, C.4
  • 13
    • 34250640755 scopus 로고    scopus 로고
    • High-dimensional data analysis: The curses and blessings of dimensionality
    • D. L. Donoho. High-dimensional data analysis: The curses and blessings of dimensionality. In AMS Conference Mathematical Challenges of the 21st Century, 2000, http://www.waveletidr.org/lectures.html.
    • (2000) AMS Conference Mathematical Challenges of the 21st Century
    • Donoho, D.L.1
  • 16
    • 0034998378 scopus 로고    scopus 로고
    • R. F. S. Filho, A. J. M. Traina, C. T. Jr., and C. Faloutsos. Similarity search without tears: The OMNI family of all-purpose access methods. In ICDE, pages 623-630, 2001.
    • R. F. S. Filho, A. J. M. Traina, C. T. Jr., and C. Faloutsos. Similarity search without tears: The OMNI family of all-purpose access methods. In ICDE, pages 623-630, 2001.
  • 17
    • 0032083561 scopus 로고    scopus 로고
    • Multidimensional access methods
    • V. Gaede and O. Günther. Multidimensional access methods. ACM Computing Surveys, 30(2):170-231, 1998.
    • (1998) ACM Computing Surveys , vol.30 , Issue.2 , pp. 170-231
    • Gaede, V.1    Günther, O.2
  • 18
    • 84958044742 scopus 로고
    • On similarity queries for time-series data,: Constraint specifications and implementation
    • Sep
    • D. Goldin and P. Kanellakis. On similarity queries for time-series data,: Constraint specifications and implementation. In Proc. of Constraint Programming, pages 137-153, Sep. 1995.
    • (1995) Proc. of Constraint Programming , pp. 137-153
    • Goldin, D.1    Kanellakis, P.2
  • 19
    • 0033279535 scopus 로고    scopus 로고
    • K. A. Hua, K. Vu, and J. Oh. Sammatch: A flexible and efficient sampling-based image retrieval technique for large image databases. In Proc. of the 1999 ACM International Multimedia Conference, pages 225-234, Oct 1999.
    • K. A. Hua, K. Vu, and J. Oh. Sammatch: A flexible and efficient sampling-based image retrieval technique for large image databases. In Proc. of the 1999 ACM International Multimedia Conference, pages 225-234, Oct 1999.
  • 20
    • 17944378423 scopus 로고    scopus 로고
    • K. V. R,. Kanth, D. Agrawal, A. E. Abbadi, and A. Singh. Dimensionality reduction for similarity searching in dynamic databases. In ACM SIGMOD Conference Proceedings, pages 166-176, 1998.
    • K. V. R,. Kanth, D. Agrawal, A. E. Abbadi, and A. Singh. Dimensionality reduction for similarity searching in dynamic databases. In ACM SIGMOD Conference Proceedings, pages 166-176, 1998.
  • 22
    • 0034832364 scopus 로고    scopus 로고
    • E. J. Keogh, K. Chakrabarti, S. Mehrotra, and M. J. Pazzani. Locally adaptive dimensionality reduction for indexing large time series databases. In SIGMOD Conference, pages 151-162, 2001.
    • E. J. Keogh, K. Chakrabarti, S. Mehrotra, and M. J. Pazzani. Locally adaptive dimensionality reduction for indexing large time series databases. In SIGMOD Conference, pages 151-162, 2001.
  • 23
    • 0034592912 scopus 로고    scopus 로고
    • Scaling up dynamic time warping for data mining applications
    • E. J. Keogh and M. J. Pazzani. Scaling up dynamic time warping for data mining applications. In KDD, pages 285-289, 2000.
    • (2000) KDD , pp. 285-289
    • Keogh, E.J.1    Pazzani, M.J.2
  • 24
    • 0029776278 scopus 로고    scopus 로고
    • Hierarchyscan: A hierarchical similarity search algorithm for databases of long sequences
    • C. Li, P. Yu, and V. Castelli. Hierarchyscan: A hierarchical similarity search algorithm for databases of long sequences. In Proc. of ICDE, pages 546-553, 1996.
    • (1996) Proc. of ICDE , pp. 546-553
    • Li, C.1    Yu, P.2    Castelli, V.3
  • 29
    • 33244479933 scopus 로고    scopus 로고
    • Foundations of Multidimensional and Metric Data Structures
    • San Fransisco, CA, first edition
    • H. Samet. Foundations of Multidimensional and Metric Data Structures. The Morgan Kaufmann Series in Computer Graphics, San Fransisco, CA, first edition, 2006.
    • (2006) The Morgan Kaufmann Series in Computer Graphics
    • Samet, H.1
  • 31
    • 34250628895 scopus 로고    scopus 로고
    • L. Sirovich and R,. Everson. Management and analysis of large scientific datasets. Int. Journal of Supercomputer Applications, 6(1):5068, 1992.
    • L. Sirovich and R,. Everson. Management and analysis of large scientific datasets. Int. Journal of Supercomputer Applications, 6(1):5068, 1992.
  • 32
    • 34250666731 scopus 로고    scopus 로고
    • Bounding search spheres using iso-hypersurfaces: An approach to efficient spherical range search in high dimensional spaces
    • To appear
    • K. Vu, K. A. Hua, and S.-D. Lang. Bounding search spheres using iso-hypersurfaces: An approach to efficient spherical range search in high dimensional spaces. To appear.
    • Vu, K.1    Hua, K.A.2    Lang, S.-D.3
  • 33
    • 0000681228 scopus 로고    scopus 로고
    • A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces
    • R. Weber, H. Schek, and S. Blott. A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces. In Proc. of the 24*h VLDB Conference, pages 194-205, 1998.
    • (1998) Proc. of the 24*h VLDB Conference , pp. 194-205
    • Weber, R.1    Schek, H.2    Blott, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.