Welcome to D
SIGMOD'00
PODS'00
SIGMOD Recor
CIKM 2000/CI
COMAD 2000
Data Enginee
DL 2000
DPDJ
EDBT 2000
 = EDBT'00 Webs
<<< = EDBT'00 Pape>>>
Hypertext 20
ICDE 2000
KDD 2000
KDD Explorat
KRDB 2000
SBBD 2000
SIGIR 2000
SIGIR Forum
SSDBM 2000
TODS
VLDB'00
VLDBJ

Dynamically Optimizing High-Dimensional Index Structures


Christian Böhm and Hans-Peter Kriegel

  View Paper (PDF)  

Return to Indexing & Searching


References


Note: References link to DBLP on the Web.

[1]
Rakesh Agrawal , Christos Faloutsos , Arun N. Swami : Efficient Similarity Search In Sequence Databases. FODO 1993 : 69-84
[2]
Rakesh Agrawal , King-Ip Lin , Harpreet S. Sawhney , Kyuseok Shim : Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases. VLDB 1995 : 490-501
[3]
Sunil Arya , David M. Mount , Onuttom Narayan : Accounting for Boundary Effects in Nearest Neighbor Searching. Symposium on Computational Geometry 1995 : 336-344
[4]
Walid G. Aref , Hanan Samet : Optimization for Spatial Query Processing. VLDB 1991 : 81-90
[5]
Jon Louis Bentley : Multidimensional Binary Search Trees Used for Associative Searching. CACM 18(9) : 509-517(1975)
[6]
Stefan Berchtold , Christian Böhm , H. V. Jagadish , Hans-Peter Kriegel , Jörg Sander : Independent Quantization: An Index Compression Technique for High-Dimensional Data Spaces. ICDE 2000 : 577-588
[7]
Stefan Berchtold , Christian Böhm , Hans-Peter Kriegel : The Pyramid-Technique: Towards Breaking the Curse of Dimensionality. SIGMOD Conference 1998 : 142-153
[8]
...
[9]
Stefan Berchtold , Christian Böhm , Daniel A. Keim , Hans-Peter Kriegel : A Cost Model For Nearest Neighbor Search in High-Dimensional Data Space. PODS 1997 : 78-86
[10]
Alberto Belussi , Christos Faloutsos : Estimating the Selectivity of Spatial Queries Using the `Correlation' Fractal Dimension. VLDB 1995 : 299-310
[11]
Stefan Berchtold , Hans-Peter Kriegel : S3: Similarity Search in CAD Database Systems. SIGMOD Conference 1997 : 564-567
[12]
Stefan Berchtold , Daniel A. Keim , Hans-Peter Kriegel : The X-tree : An Index Structure for High-Dimensional Data. VLDB 1996 : 28-39
[13]
Stefan Berchtold , Daniel A. Keim , Hans-Peter Kriegel : Using Extended Feature Objects for Partial Similarity Retrieval. VLDB Journal 6(4) : 333-348(1997)
[14]
...
[15]
Jerome H. Friedman , Jon Louis Bentley , Raphael A. Finkel : An Algorithm for Finding Best Matches in Logarithmic Expected Time. TOMS 3(3) : 209-226(1977)
[16]
Christos Faloutsos , Ron Barber , Myron Flickner , Jim Hafner , Wayne Niblack , Dragutin Petkovic , William Equitz : Efficient and Effective Querying by Image Content. JIIS 3(3/4) : 231-262(1994)
[17]
Christos Faloutsos , Ibrahim Kamel : Beyond Uniformity and Independence: Analysis of R-trees Using the Concept of Fractal Dimension. PODS 1994 : 4-13
[18]
Christos Faloutsos , M. Ranganathan , Yannis Manolopoulos : Fast Subsequence Matching in Time-Series Databases. SIGMOD Conference 1994 : 419-429
[19]
Christos Faloutsos , Timos K. Sellis , Nick Roussopoulos : Analysis of Object Oriented Spatial Access Methods. SIGMOD Conference 1987 : 426-439
[20]
...
[21]
James E. Gary , Rajiv Mehrotra : Similar shape retrieval using a structural feature index. IS 18(7) : 525-537(1993)
[22]
Andreas Henrich : The LSD h -Tree: An Access Structure for Feature Vectors. ICDE 1998 : 362-369
[23]
C. A. R. Hoare : Quicksort. The Computer Journal 5(1) : 10-15(1962)
[24]
Gisli R. Hjaltason , Hanan Samet : Ranking in Spatial Databases. SSD 1995 : 83-95
[25]
H. V. Jagadish : A Retrieval Technique for Similar Shapes. SIGMOD Conference 1991 : 208-217
[26]
...
[27]
Flip Korn , Nikolaos Sidiropoulos , Christos Faloutsos , Eliot Siegel , Zenon Protopapas : Fast Nearest Neighbor Search in Medical Image Databases. VLDB 1996 : 215-226
[28]
Norio Katayama , Shin'ichi Satoh : The SR-tree: An Index Structure for High-Dimensional Nearest Neighbor Queries. SIGMOD Conference 1997 : 369-380
[29]
Hans-Peter Kriegel , Thomas Seidl : Approximation-Based Similarity Search for 3-D Surface Segments. GeoInformatica 2(2) : 113-147(1998)
[30]
King-Ip Lin , H. V. Jagadish , Christos Faloutsos : The TV-Tree: An Index Structure for High-Dimensional Data. VLDB Journal 3(4) : 517-542(1994)
[31]
Apostolos Papadopoulos , Yannis Manolopoulos : Performance of Nearest Neighbor Queries in R-Trees. ICDT 1997 : 394-408
[32]
Bernd-Uwe Pagel , Hans-Werner Six , Heinrich Toben , Peter Widmayer : Towards an Analysis of Range Query Performance in Spatial Data Structures. PODS 1993 : 214-221
[33]
...
[34]
Thomas Seidl , Hans-Peter Kriegel : Efficient User-Adaptable Similarity Search in Large Multimedia Databases. VLDB 1997 : 506-515
[35]
Yannis Theodoridis , Timos K. Sellis : A Model for the Prediction of R-tree Performance. PODS 1996 : 161-171
[36]
David A. White , Ramesh Jain : Similarity Indexing with the SS-tree. ICDE 1996 : 516-523
[37]
Roger Weber , Hans-Jörg Schek , Stephen Blott : A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces. VLDB 1998 : 194-205

BIBTEX


@inproceedings{DBLP:conf/edbt/BohmK00,
  author    = {Christian B{\"o}hm and
                Hans-Peter Kriegel},
   editor    = {Carlo Zaniolo and
                Peter C. Lockemann and
                Marc H. Scholl and
                Torsten Grust},
   title     = {Dynamically Optimizing High-Dimensional Index Structures},
   booktitle = {Advances in Database Technology - EDBT 2000, 7th International
                Conference on Extending Database Technology, Konstanz, Germany,
                March 27-31, 2000, Proceedings},
   publisher = {Springer},
   series    = {Lecture Notes in Computer Science},
   volume    = {1777},
   year      = {2000},
   isbn      = {3-540-67227-3},
   pages     = {36-50},
   crossref  = {DBLP:conf/edbt/2000},
   bibsource = {DBLP, http://dblp.uni-trier.de} } },




DiSC'01 Copyright ©2002 ACM Inc.