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Stefan Berchtold

Papers on DiSC'02


An Efficient Approximation Scheme for Data Mining Tasks

On Optimizing Nearest Neighbor Queries in High-Dimensional Data Spaces

Publications


Note: Links lead to the DBLP on the Web.

Stefan Berchtold

21 George Kollios , Dimitrios Gunopulos , Nick Koudas , Stefan Berchtold: An Efficient Approximation Scheme for Data Mining Tasks. ICDE 2001 : 453-462

20 Stefan Berchtold, Christian Böhm , Daniel A. Keim , Florian Krebs , Hans-Peter Kriegel : On Optimizing Nearest Neighbor Queries in High-Dimensional Data Spaces. ICDT 2001 : 435-449

19 Christian Böhm , Stefan Berchtold, Daniel A. Keim : Searching in high-dimensional spaces: Index structures for improving the performance of multimedia databases. ACM Computing Surveys 33 (3): 322-373 (2001)

18 Stefan Berchtold, Christian Böhm , Daniel A. Keim , Hans-Peter Kriegel , Xiaowei Xu : Optimal Multidimensional Query Processing Using Tree Striping. DaWaK 2000 : 244-257

17 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

16 Stefan Berchtold, Daniel A. Keim : Indexing High-Dimensional Spaces: Database Support for Next Decade's Applications. ICDE 2000 : 698-699

15 Christian Böhm , Stefan Berchtold, Hans-Peter Kriegel , Urs Michel : Multidimensional Index Structures in Relational Databases. JIIS 15 (1): 51-70 (2000)

14 Stefan Berchtold, Daniel A. Keim , Hans-Peter Kriegel , Thomas Seidl : Indexing the Solution Space: A New Technique for Nearest Neighbor Search in High-Dimensional Space. TKDE 12 (1): 45- (2000)

13 Stefan Berchtold, Christian Böhm , Hans-Peter Kriegel , Urs Michel : Implementation of Multidimensional Index Structures for Knowledge Discovery in Relational Databases. DaWaK 1999 : 261-270

12 Stefan Berchtold, Christian Böhm , Hans-Peter Kriegel : Improving the Query Performance of High-Dimensional Index Structures by Bulk-Load Operations. EDBT 1998 : 216-230

11 Stefan Berchtold, Daniel A. Keim : Section Coding: A Similarity Search Technique for the Car Manufacturing Industry. IADT 1998 : 256-263

10 Stefan Berchtold, Bernhard Ertl , Daniel A. Keim , Hans-Peter Kriegel , Thomas Seidl : Fast Nearest Neighbor Search in High-Dimensional Space. ICDE 1998 : 209-218

9 Stefan Berchtold, H. V. Jagadish , Kenneth A. Ross : Independence Diagrams: A Technique for Visual Data Mining. KDD 1998 : 139-143

8 Stefan Berchtold, Christian Böhm , Hans-Peter Kriegel : The Pyramid-Technique: Towards Breaking the Curse of Dimensionality. SIGMOD Conference 1998 : 142-153

7 Stefan Berchtold, Daniel A. Keim : High-Dimensional Index Structures, Database Support for Next Decade's Applications (Tutorial). SIGMOD Conference 1998 : 501

6 Stefan Berchtold, Daniel A. Keim , Hans-Peter Kriegel : Section Coding: Ein Verfahren zur Ähnlichkeitssuche in CAD-Datenbanken. BTW 1997 : 152-171

5 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

4 Stefan Berchtold, Christian Böhm , Bernhard Braunmüller , Daniel A. Keim , Hans-Peter Kriegel : Fast Parallel Similarity Search in Multimedia Databases. SIGMOD Conference 1997 : 1-12

3 Stefan Berchtold, Hans-Peter Kriegel : S3: Similarity Search in CAD Database Systems. SIGMOD Conference 1997 : 564-567

2 Stefan Berchtold, Daniel A. Keim , Hans-Peter Kriegel : Using Extended Feature Objects for Partial Similarity Retrieval. VLDB Journal 6 (4): 333-348 (1997)

1 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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