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Volumn 33, Issue 3, 2001, Pages 322-373

Searching in high-dimensional spaces - Index structures for improving the performance of multimedia databases

Author keywords

Index structures; Indexing high dimensional data; Multimedia databases; Similarity search

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; DATA STORAGE EQUIPMENT; DATA STRUCTURES; FEATURE EXTRACTION; INDEXING (OF INFORMATION); MULTIMEDIA SYSTEMS; PATTERN MATCHING; QUERY LANGUAGES; RELATIONAL DATABASE SYSTEMS;

EID: 0038670812     PISSN: 03600300     EISSN: None     Source Type: Journal    
DOI: 10.1145/502807.502809     Document Type: Article
Times cited : (661)

References (128)
  • 1
    • 0020970242 scopus 로고
    • A data structure and algorithm based on a linear key for a rectangle retrieval problem
    • ABEL, D. AND SMITH, J. 1983. A data structure and algorithm based on a linear key for a rectangle retrieval problem. Comput. Vis. 24,1-13.
    • (1983) Comput. Vis. , vol.24 , pp. 1-13
    • Abel, D.1    Smith, J.2
  • 4
    • 0002644607 scopus 로고
    • Fast similarity search in the presence of noise, scaling, and translation in time-series databases
    • AGRAWAL, R., LIN, K., SAWHNEY, H., AND SHIM, K. 1995. Fast similarity search in the presence of noise, scaling, and translation in time-series databases. In Proc. 21st Int. Conf. on Very Large Databases, 490-501.
    • (1995) Proc. 21st Int. Conf. on Very Large Databases , pp. 490-501
    • Agrawal, R.1    Lin, K.2    Sawhney, H.3    Shim, K.4
  • 11
    • 0015489880 scopus 로고
    • Organization and maintenance of large ordered indices
    • BAYER, R. AND McCREiGHT, E. 1977. Organization and maintenance of large ordered indices. Acta Inf. 1, 3, 173-189.
    • (1977) Acta Inf. , vol.1-3 , pp. 173-189
    • Bayer, R.1    McCreight, E.2
  • 14
    • 0016557674 scopus 로고
    • Multidimensional search trees used for associative searching
    • BENTLEY, J. 1975. Multidimensional search trees used for associative searching. Commun. ACM IS, 9, 509-517.
    • (1975) Commun. ACM IS , vol.9 , pp. 509-517
    • Bentley, J.1
  • 15
    • 0342637648 scopus 로고
    • Multidimensional binary search in database applications
    • BENTLEY, J. 1979. Multidimensional binary search in database applications. IEEE Trans. Softw. Eng. 4, 5, 397-409.
    • (1979) IEEE Trans. Softw. Eng. , vol.4-5 , pp. 397-409
    • Bentley, J.1
  • 20
    • 52649157519 scopus 로고    scopus 로고
    • On optimizing processing of nearest neighbor queries in high-dimensional data space
    • BERCHTOLD, S., BöHM, C., KEIM, D., AND KRIEGEL, H.-P. 2001. On optimizing processing of nearest neighbor queries in high-dimensional data space. Proc. Conf. on Database Theory, 435-449.
    • (2001) Proc. Conf. on Database Theory , pp. 435-449
    • Berchtold, S.1    Böhm, C.2    Keim, D.3    Kriegel, H.-P.4
  • 21
    • 23044518990 scopus 로고    scopus 로고
    • Optimal multidimensional query processing using tree striping
    • BERCHTOLD, S., BöHM, C., KEIM, D., KRIEGEL, H.-R, AND Xu, X. 2000c. Optimal multidimensional query processing using tree striping. Dawak, 244-257.
    • (2000) Dawak , pp. 244-257
    • Berchtold, S.1    Böhm, C.2    Keim, D.3    Kriegel, H.-R.4    Xu, X.5
  • 27
    • 33747624950 scopus 로고    scopus 로고
    • Indexing the solution space: A new technique for nearest neighbor search in high-dimensional space
    • BERCHTOLD, S., KEIM, D., KRIEGEL, H.-P., AND SEIDL, T. 2000d. Indexing the solution space: A new technique for nearest neighbor search in high-dimensional space. IEEE Trans. Knowl. Data Eng., 45-57.
    • (2000) IEEE Trans. Knowl. Data Eng. , pp. 45-57
    • Berchtold, S.1    Keim, D.2    Kriegel, H.-P.3    Seidl, T.4
  • 30
    • 0039301636 scopus 로고    scopus 로고
    • A cost model for query processing in high-dimensional data spaces
    • BÖHM, C. 2000. A cost model for query processing in high-dimensional data spaces. To appear in: ACM Trans. Database Syst.
    • (2000) ACM Trans. Database Syst.
    • Böhm, C.1
  • 31
    • 0031162001 scopus 로고    scopus 로고
    • Distance-based indexing for high-dimensional metric spaces
    • BOZKAYA, T. AND OZSOYOGLU, M. 1997. Distance-based indexing for high-dimensional metric spaces. SIGMOD Rec. 26, 2, 357-368.
    • (1997) SIGMOD Rec. , vol.26 , Issue.2 , pp. 357-368
    • Bozkaya, T.1    Ozsoyoglu, M.2
  • 33
    • 0015531930 scopus 로고
    • Some approaches to best-match file searching
    • BURKHARD, W. AND KELLER, R. 1973. Some approaches to best-match file searching. Commun. ACM 16,4, 230-236.
    • (1973) Commun. ACM , vol.16 , Issue.4 , pp. 230-236
    • Burkhard, W.1    Keller, R.2
  • 34
    • 0003042108 scopus 로고    scopus 로고
    • Enhanced nearest neighbour search on the r-tree
    • CHEUNG, K. AND Fu, A. 1998. Enhanced nearest neighbour search on the r-tree. SIGMOD Rec. 27, 3, 16-21.
    • (1998) SIGMOD Rec. , vol.27 , Issue.3 , pp. 16-21
    • Cheung, K.1    Fu, A.2
  • 38
    • 0018480316 scopus 로고
    • Analysis of an algorithm for finding nearest neighbors in Euclidean space
    • CLEARY, J. 1979. Analysis of an algorithm for finding nearest neighbors in Euclidean space. ACM Trans. Math. Softw. 5, 2,183-192.
    • (1979) ACM Trans. Math. Softw. , vol.5 , Issue.2 , pp. 183-192
    • Cleary, J.1
  • 39
    • 0018480749 scopus 로고
    • The ubiquitous b-tree
    • COMER, D. 1979. The ubiquitous b-tree. ACM Comput. Sum 11, 2, 121-138.
    • (1979) ACM Comput. Sum , vol.11 , Issue.2 , pp. 121-138
    • Comer, D.1
  • 41
    • 0346743966 scopus 로고
    • Optimal bucket size for nearest neighbor searching in Ad-trees
    • EASTMAN, C. 1981. Optimal bucket size for nearest neighbor searching in Ad-trees. Inf. Proc. Lett. 12, 4.
    • (1981) Inf. Proc. Lett. , vol.12 , pp. 4
    • Eastman, C.1
  • 43
    • 0002852733 scopus 로고    scopus 로고
    • π-tree: A multiattribute index supporting concurrency, recovery and node consolidation
    • π-tree: A multiattribute index supporting concurrency, recovery and node consolidation. VLDB J. 6, 1, 1-25.
    • (1997) VLDB J. , vol.6 , Issue.1 , pp. 1-25
    • Evangelidis, G.1    Lomet, D.2    Salzberg, B.3
  • 45
    • 0024089394 scopus 로고
    • Gray codes for partial match and range queries
    • FALOUTSOS, C. 1988. Gray codes for partial match and range queries. IEEE Trans. Softw. Eng. 14, 1381-1393.
    • (1988) IEEE Trans. Softw. Eng. , vol.14 , pp. 1381-1393
    • Faloutsos, C.1
  • 48
    • 84976803260 scopus 로고
    • Fast map: A fast algorithm for indexing, data-mining and visualization of traditional and multimedia data
    • FALOUTSOS, C. AND LIN, K.-I. 1995. Fast map: A fast algorithm for indexing, data-mining and visualization of traditional and multimedia data. In Proc. ACM SIGMOD Int. Conf. on Management of Data (San Jose, CA), 163-174.
    • (1995) Proc. ACM SIGMOD Int. Conf. on Management of Data (San Jose, CA) , pp. 163-174
    • Faloutsos, C.1    Lin, K.-I.2
  • 53
    • 0016353777 scopus 로고
    • Quad trees: A data structure for retrieval of composite trees
    • FINKEL, R. AND BENTLEY, J. 1974. Quad trees: A data structure for retrieval of composite trees. Acta Inf. 4, 1, 1-9.
    • (1974) Acta Inf. , vol.4 , Issue.1 , pp. 1-9
    • Finkel, R.1    Bentley, J.2
  • 55
    • 84945709355 scopus 로고
    • An algorithm for finding best matches in logarithmic expected time
    • FRIEDMAN, J., BENTLEY, J., AND FINKEL, R. 1977. An algorithm for finding best matches in logarithmic expected time. ACM Trans. Math. Softw. 3,3, 209-226.
    • (1977) ACM Trans. Math. Softw. , vol.3 , Issue.3 , pp. 209-226
    • Friedman, J.1    Bentley, J.2    Finkel, R.3
  • 57
    • 0032083561 scopus 로고    scopus 로고
    • Multidimensional access methods
    • GAEDE, V. AND GüNTHER, O. 1998. Multidimensional access methods. ACM Comput. Surv. 30,2, 170-231.
    • (1998) ACM Comput. Surv. , vol.30 , Issue.2 , pp. 170-231
    • Gaede, V.1    Günther, O.2
  • 59
    • 0024860364 scopus 로고
    • An implementation and performance analysis of spatial data access methods
    • GREENE, D. 1989. An implementation and performance analysis of spatial data access methods. In Proc. 5th IEEE Int. Conf. on Data Engineering.
    • (1989) Proc. 5th IEEE Int. Conf. on Data Engineering.
    • Greene, D.1
  • 67
    • 0022214937 scopus 로고
    • Implementation of the grid file: Design concepts and experience
    • HINRICHS, K. 1985. Implementation of the grid file: Design concepts and experience. BIT 25, 569-592.
    • (1985) BIT , vol.25 , pp. 569-592
    • Hinrichs, K.1
  • 72
    • 0025446215 scopus 로고
    • Linear clustering of objects with multiple attributes
    • (Atlantic City, NJ)
    • JAGADISH, H. 1990. Linear clustering of objects with multiple attributes. In Proc. ACM SIGMOD Int. Conf. on Management of Data (Atlantic City, NJ), 332-342.
    • (1990) Proc. ACM SIGMOD Int. Conf. on Management of Data , pp. 332-342
    • Jagadish, H.1
  • 76
    • 0027835372 scopus 로고
    • On packing r-trees
    • KAMEL, I. AND FALOUTSOS, C. 1993. On packing r-trees. CIKM, 490-499.
    • (1993) CIKM , pp. 490-499
    • Kamel, I.1    Faloutsos, C.2
  • 78
    • 0031162081 scopus 로고    scopus 로고
    • The sr-tree: An index structure for high-dimensional nearest neighbor queries
    • KATAYAMA, N. AND SATOH, S. 1997. The sr-tree: An index structure for high-dimensional nearest neighbor queries. In Proc. ACM SIGMOD Int. Conf. on Management of Data, 369-380.
    • (1997) Proc. ACM SIGMOD Int. Conf. on Management of Data , pp. 369-380
    • Katayama, N.1    Satoh, S.2
  • 84
    • 0023169406 scopus 로고
    • Multidimensional dynamic quantité hashing is very efficient for non-uniform record distributions
    • KRIEGEL, H.-P. AND SEEGER, B. 1987. Multidimensional dynamic quantité hashing is very efficient for non-uniform record distributions. In Proc. 3rd Int. Conf. on Data Engineering, 10-17.
    • (1987) Proc. 3rd Int. Conf. on Data Engineering , pp. 10-17
    • Kriegel, H.-P.1    Seeger, B.2
  • 87
    • 0026979939 scopus 로고
    • Techniques for automatically correcting words in text
    • KUHCH, K. 1992. Techniques for automatically correcting words in text. ACM Comput. Sum 24, 4, 377-440.
    • (1992) ACM Comput. Sum , vol.24 , Issue.4 , pp. 377-440
    • Kuhch, K.1
  • 88
    • 34249762939 scopus 로고
    • The tv-tree: An index structure for high-dimensional data
    • LIN, K., JAGADISH, H., AND FALOUTSOS, C. 1995. The tv-tree: An index structure for high-dimensional data. VLDB J. 3, 517-542.
    • (1995) VLDB J. , vol.3 , pp. 517-542
    • Lin, K.1    Jagadish, H.2    Faloutsos, C.3
  • 90
    • 0025625409 scopus 로고
    • The hb-tree: A multiattribute indexing method with good guaranteed performance
    • LOMET, D. AND SALZBERG, B. 1990. The hb-tree: A multiattribute indexing method with good guaranteed performance. ACM Trans. Database Syst. 15, 4, 625-658.
    • (1990) ACM Trans. Database Syst. , vol.15 , Issue.4 , pp. 625-658
    • Lomet, D.1    Salzberg, B.2
  • 96
    • 0021392590 scopus 로고
    • The grid file: An adaptable, symmetric multikey file structure
    • NlEVERGELT, J., HlNTERBERGER, H., AND SEVCIK, K. 1984. The grid file: An adaptable, symmetric multikey file structure. ACM Trans. Database Syst. 9, 1, 38-71.
    • (1984) ACM Trans. Database Syst. , vol.9 , Issue.1 , pp. 38-71
    • Nlevergelt, J.1    Hlnterberger, H.2    Sevcik, K.3
  • 97
    • 0025446367 scopus 로고
    • A comparison of spatial query processing techniques for native and parameter spaces
    • ORENSTEIN, J. 1990. A comparison of spatial query processing techniques for native and parameter spaces. In Proc, ACM SIGMOD Int. Conf. on Management of Data, 326-336.
    • (1990) Proc, ACM SIGMOD Int. Conf. on Management of Data , pp. 326-336
    • Orenstein, J.1
  • 99
    • 0021568080 scopus 로고
    • A mapping function for the directory of a multidimensional extendible hashing
    • OTOO, E. 1984. A mapping function for the directory of a multidimensional extendible hashing. In Proc. 10th Int. Conf. on Very Large Databases, 493-506.
    • (1984) Proc. 10th Int. Conf. on Very Large Databases , pp. 493-506
    • Otoo, E.1
  • 101
    • 0344908203 scopus 로고
    • The nested interpolation-based Grid File
    • OUSKEL, A. AND MATES, O. 1992. The nested interpolation-based Grid File. Acta Informatika 29, 335-373.
    • (1992) Acta Informatika , vol.29 , pp. 335-373
    • Ouskel, A.1    Mates, O.2
  • 103
    • 0031406021 scopus 로고    scopus 로고
    • Nearest neighbor queries in shared-nothing environments
    • PAPADOPOULOS, A. AND MANOLOPOULOS, Y. 1997a. Nearest neighbor queries in shared-nothing environments. Geoinf. 1, 1,1-26.
    • (1997) Geoinf. , vol.1 , Issue.1 , pp. 1-26
    • Papadopoulos, A.1    Manolopoulos, Y.2
  • 107
    • 85010847034 scopus 로고
    • The fc-d-6-tree: A search structure for large multidimensional dynamic indexes
    • ROBINSON, J. 1981. The fc-d-6-tree: A search structure for large multidimensional dynamic indexes. In Proc. ACMSIGMOD Int. Conf. on Management of Data, 10-18.
    • (1981) Proc. ACMSIGMOD Int. Conf. on Management of Data , pp. 10-18
    • Robinson, J.1
  • 116
    • 84986518987 scopus 로고
    • Molecular docking using shape descriptors
    • SHOICHET, B., BODIAN, D., AND KUNTZ, I. 1992. Molecular docking using shape descriptors. J. Comput. Chem. 13,3, 380-397.
    • (1992) J. Comput. Chem. , vol.13 , Issue.3 , pp. 380-397
    • Shoichet, B.1    Bodian, D.2    Kuntz, I.3
  • 117
    • 0025796458 scopus 로고
    • Refinements to nearest neighbor searching in k -dimensional trees
    • SPROULL, R. 1991. Refinements to nearest neighbor searching in k -dimensional trees. Algorithmica, 579-589.
    • (1991) Algorithmica , pp. 579-589
    • Sproull, R.1
  • 121
    • 0026256261 scopus 로고
    • Satisfying general proximity/similarity queries with metric trees
    • UHLMANN, J. 1991. Satisfying general proximity/similarity queries with metric trees. Inf. Proc. Lett. 145-157.
    • (1991) Inf. Proc. Lett. , pp. 145-157
    • Uhlmann, J.1
  • 123
    • 0019027755 scopus 로고
    • An efficient threedimensional aircraft recognition algorithm using normalized Fourier descriptors
    • WALLACE, T. AND WLNTZ, P. 1980. An efficient threedimensional aircraft recognition algorithm using normalized Fourier descriptors. Comput. Graph. Image Proc. 13, 99-126.
    • (1980) Comput. Graph. Image Proc. , vol.13 , pp. 99-126
    • Wallace, T.1    Wlntz, P.2
  • 124
  • 127
    • 0027188633 scopus 로고
    • Data structures and algorithms for nearest neighbor search in general metric spaces
    • YIANILOS, P. 1993. Data structures and algorithms for nearest neighbor search in general metric spaces. In Proc. 4th ACM-SIAM Symp. on Discrete Algorithms, 311-321.
    • (1993) Proc. 4th ACM-SIAM Symp. on Discrete Algorithms , pp. 311-321
    • Yianilos, P.1


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