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M-tree: An Efficient Access Method for Similarity Search in Metric Spaces

Published: 25 August 1997 Publication History

Abstract

No abstract available.

References

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{AFS93} Rakesh Agrawal, Christos Faloutsos, Arun N. Swami: Efficient Similarity Search In Sequence Databases. FODO 1993: 69-84.
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{BKK96} Stefan Berchtold, Daniel A. Keim, Hans-Peter Kriegel: The X-tree : An Index Structure for High-Dimensional Data. VLDB 1996: 28-39.
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{BKSS90} Norbert Beckmann, Hans-Peter Kriegel, Ralf Schneider, Bernhard Seeger: The R*-Tree: An Efficient and Robust Access Method for Points and Rectangles. SIGMOD Conference 1990: 322-331.
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{BO97} Tolga Bozkaya, Z. Meral Özsoyoglu: Distance-Based Indexing for High-Dimensional Metric Spaces. SIGMOD Conference 1997: 357-368.
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{Bri95} Sergey Brin: Near Neighbor Search in Large Metric Spaces. VLDB 1995: 574-584.
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{Chi94} Tzi-cker Chiueh: Content-Based Image Indexing. VLDB 1994: 582-593.
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{FEF+94} Christos Faloutsos, Ron Barber, Myron Flickner, Jim Hafner, Wayne Niblack, Dragutin Petkovic, William Equitz: Efficient and Effective Querying by Image Content. J. Intell. Inf. Syst. 3(3/4): 231-262(1994).
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{FL95} Christos Faloutsos, King-Ip Lin: FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets. SIGMOD Conference 1995: 163-174.
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{FRM94} Christos Faloutsos, M. Ranganathan, Yannis Manolopoulos: Fast Subsequence Matching in Time-Series Databases. SIGMOD Conference 1994: 419-429.
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{Gut84} Antonin Guttman: R-Trees: A Dynamic Index Structure for Spatial Searching. SIGMOD Conference 1984: 47-57.
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{HNP95} Joseph M. Hellerstein, Jeffrey F. Naughton, Avi Pfeffer: Generalized Search Trees for Database Systems. VLDB 1995: 562-573.
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{JD88} Anil K. Jain, Richard C. Dubes: Algorithms for Clustering Data. Prentice-Hall 1988.
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{RKV95} Nick Roussopoulos, Stephen Kelley, Frédéic Vincent: Nearest Neighbor Queries. SIGMOD Conference 1995: 71-79.
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{SRF87} Timos K. Sellis, Nick Roussopoulos, Christos Faloutsos: The R+-Tree: A Dynamic Index for Multi-Dimensional Objects. VLDB 1987: 507-518.
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{Uhl91} Jeffrey K. Uhlmann: Satisfying General Proximity/Similarity Queries with Metric Trees. Inf. Process. Lett. 40(4): 175- 179(1991).
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{VM95} Michael Vassilakopoulos, Yannis Manolopoulos: Dynamic Inverted Quadtree: A Structure for Pictorial Databases. Inf. Syst. 20(6): 483-500(1995).
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{WBKW96} Erling Wold, Thom Blum, Douglas Keislar, James Wheaton: Content-Based Classification, Search, and Retrieval of Audio. IEEE MultiMedia 3: 27-36(1996).
[18]
{ZCR96} P. Zezula, P. Ciaccia, and F. Rabitti. M-tree: A dynamic index for similarity queries in multimedia databases. TR 7, HERMES ESPRIT LTR Project, 1996. Available at URL http://www.ced.tuc.gr/hermes/.

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  • (2024)GTS: GPU-based Tree Index for Fast Similarity SearchProceedings of the ACM on Management of Data10.1145/36549452:3(1-27)Online publication date: 30-May-2024
  • (2023)Adaptive Indexing in High-Dimensional Metric SpacesProceedings of the VLDB Endowment10.14778/3603581.360359216:10(2525-2537)Online publication date: 1-Jun-2023
  • (2023)ELPIS: Graph-Based Similarity Search for Scalable Data ScienceProceedings of the VLDB Endowment10.14778/3583140.358316616:6(1548-1559)Online publication date: 1-Feb-2023
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Published In

cover image DL Hosted proceedings
VLDB '97: Proceedings of the 23rd International Conference on Very Large Data Bases
August 1997
593 pages

Publisher

Morgan Kaufmann Publishers Inc.

San Francisco, CA, United States

Publication History

Published: 25 August 1997

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View all
  • (2024)GTS: GPU-based Tree Index for Fast Similarity SearchProceedings of the ACM on Management of Data10.1145/36549452:3(1-27)Online publication date: 30-May-2024
  • (2023)Adaptive Indexing in High-Dimensional Metric SpacesProceedings of the VLDB Endowment10.14778/3603581.360359216:10(2525-2537)Online publication date: 1-Jun-2023
  • (2023)ELPIS: Graph-Based Similarity Search for Scalable Data ScienceProceedings of the VLDB Endowment10.14778/3583140.358316616:6(1548-1559)Online publication date: 1-Feb-2023
  • (2022)GREEDProceedings of the 36th International Conference on Neural Information Processing Systems10.5555/3600270.3601906(22518-22530)Online publication date: 28-Nov-2022
  • (2022)DESIREProceedings of the VLDB Endowment10.14778/3547305.354731715:10(2121-2133)Online publication date: 7-Sep-2022
  • (2022)Hercules against data series similarity searchProceedings of the VLDB Endowment10.14778/3547305.354730815:10(2005-2018)Online publication date: 7-Sep-2022
  • (2021)New trends in high-D vector similarity searchProceedings of the VLDB Endowment10.14778/3476311.347640714:12(3198-3201)Online publication date: 28-Oct-2021
  • (2021)A Practical Index Structure Supporting Fréchet Proximity Queries among TrajectoriesACM Transactions on Spatial Algorithms and Systems10.1145/34601217:3(1-33)Online publication date: 14-Jun-2021
  • (2020)On the efficiency of K-means clusteringProceedings of the VLDB Endowment10.14778/3425879.342588714:2(163-175)Online publication date: 1-Oct-2020
  • (2020)Real-time distance-based outlier detection in data streamsProceedings of the VLDB Endowment10.14778/3425879.342588514:2(141-153)Online publication date: 16-Nov-2020
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