| Christian Böhm
(Dr.rer.nat.) |
Tel. 089/2178-2228
boehm@informatik.uni-muenchen.de |
List
of Publications:
| 1993 | ||
| 1.
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Christian Böhm:
Management of Biological Sequence Data in an Object-Oriented Database System, Diploma thesis (in German), TU Munich, 1993. |
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| 2. | Christian Böhm,
Frank Schönefeld:
Using EXPRESS Database Technology for Accessing NCBI Genomic Data, in Proc. 3rd Conference of the EXPRESS Users' Group (EUG), 1993. |
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| 1995 | ||
| 3. | Christian Böhm,
Armin Oppitz, Pavel Vogel, Stefan Wiesener:
Prints of the 17th Century in a Distributed Digital Library System, in Proc. Database and Expert Systems Applications (DEXA), 1995. |
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| 1997 | ||
| 4. | Stefan Berchtold, Christian
Böhm, Bernhard Braunmüller, Daniel Keim, Hans-Peter Kriegel:
Fast Parallel Similarity Search in Multimedia Databases, in Proc. ACM SIGMOD Int. Conf. on Management of Data, 1997, SIGMOD Best Paper Award 1997. |
ps |
| 5. | Stefan Berchtold, Christian
Böhm, Daniel Keim, Hans-Peter Kriegel:
A Cost Model for High-Dimensional Nearest Neighbor Search, in Proc. ACM Symposium on Principles of Database Systems (PODS), 1997. |
ps |
| 1998 | ||
| 6. | Stefan Berchtold, Christian
Böhm, Hans-Peter Kriegel:
Improving the Performance of High-Dimensional Index Structures by Bulk-Load Operations, in Proc. Int. Conf on Extending Database Technology (EDBT), 1998. |
ps |
| 7. | Stefan Berchtold, Christian
Böhm, Hans-Peter Kriegel:
The Pyramid Technique: Towards Breaking the Curse of Dimensionality, in Proc. ACM SIGMOD Int. Conf. on Management of Data, 1998. |
ps
|
| 8. | Christian Böhm:
Efficiently Indexing High-Dimensional Data Spaces, Doctoral Thesis, University of Munich, 1998. |
|
| 1999 | ||
| 9. | Christian
Böhm, Gerald Klump, Hans-Peter Kriegel:
XZ-Ordering: A Space-Filling Curve for Objects with Spatial Extension, 6th International Symposium on Spatial Databases, 1999. |
ps
|
| 10. | Christian
Böhm, Hans-Peter Kriegel:
Efficient Construction of Large High-Dimensional Indexes, Int. Conf. on Data Warehousing and Knowledge Discovery (DaWaK) 1999. |
ps |
| 11. | Stefan Berchtold,
Christian Böhm, Hans-Peter Kriegel, Urs Michel:
Implementation of Multidimensional Index Structures for Knowledge Discovery in Relational Databases, Int. Conf. on Data Warehousing and Knowledge Discovery (DaWaK) 1999. |
ps |
| 12. | Christian Böhm:
Effiziente Indexstrukturen für hochdimensionale Datenräume (in German), in 'Ausgezeichnete Informatikdissertationen 1998', Teubner 1999. |
|
| 2000 | ||
| 13. | Stefan Berchtold, Christian
Böhm, H.V. Jagadish, Hans-Peter Kriegel, Jörg Sander:
'Independent Quantization: An Index Compression Technique for High-Dimensional Spaces, in Proc. Int. Conf. on Data Engineering (ICDE), 2000. |
|
| 14. | Christian Böhm,
Hans-Peter Kriegel:
Dynamically Optimizing High-Dimensional Index Structures, in Proc. Int. Conf. on Extending Database Technology (EDBT), 2000. |
ps
|
| 15. | Christian Böhm,
Stefan Berchtold, Hans-Peter Kriegel, Urs Michel:
Multidimensional Index Structures in Relational Databases, Journal of Intelligent Information Systems (JIIS) Vol. 15, No. 1, 2000. |
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| 16. | Christian
Böhm, Bernhard Braunmüller, Hans-Peter Kriegel, Matthias Schubert:
Efficient Similarity Search in Digital Libraries, in Proc. IEEE Int. Conf. on Advances in Digital Libraries (ADL), 2000. |
ps |
| 17. | Christian Böhm:
A Cost Model for Query Processing in High-Dimensional Data Spaces, to appear in ACM Transactions on Database Systems (TODS) Vol. 25, No. 2, 2000. |
ps
|
| 18. | Stefan Berchtold,
Christian Böhm, Daniel Keim, Hans-Peter Kriegel, Xiaowei Xu:
Optimal Multidimensional Query Processing Using Tree Striping, Int. Conf. on Data Warehousing and Knowledge Discovery (DaWaK) 2000. |
|
| 19. | Christian
Böhm, Bernhard Braunmüller, Hans-Peter Kriegel:
The Pruning Power: A Theory of Scheduling Strategies for Multiple k-Nearest Neighbor Queries, Int. Conf. on Data Warehousing and Knowledge Discovery (DaWaK) 2000. |
|
| 20. | Christian
Böhm, Bernhard Braunmüller, Markus Breunig, Hans-Peter Kriegel:
High Performance Clustering Based on the Similarity Join, Int. Conf. on Information and Knowledge Management (CIKM) 2000. |
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| 21. | Stefan Berchtold,
Christian Böhm, Daniel Keim, Florian Krebs, Hans-Peter Kriegel:
On Optimizing Nearest Neighbor Queries in High-Dimensional Spaces, Int. Conf.on Database Theory (ICDT) 2001. |
|
| 22. | Christian
Böhm, Stefan Berchtold, Daniel Keim:
Searching in High-dimensional Spaces: Index Structures for Improving the Performance of Multimedia Databases, to appear in ACM Computing Surveys, 2001. |
|
| 23. | Christian
Böhm:
The Similarity Join: A Powerful Database Primitive for High Performance Data Mining, tutorial, IEEE Int. Conf. on Data Engineering (ICDE), 2001. |
ppt |
| 24. | Christian
Böhm, Hans-Peter Kriegel:
A Cost Model and Index Architecture for the Similarity Join, IEEE Int. Conf. on Data Engineering (ICDE), 2001. |
pdf
ppt |
| 25. | Christian
Böhm, Bernhard Braunmüller, Florian Krebs, Hans-Peter Kriegel:
Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High-Dimensional Data, ACM SIGMOD Int. Conf. on Management of Data, 2001. |
pdf
ppt |
| 26. | Christian Böhm,
Thomas Seidl, Hans-Peter Kriegel:
Adaptable Similarity Queries Using Vector Quantization, Int. Conf. on Data Warehousing and Knowledge Discovery (DaWaK) 2001. |
|
| 27. | Christian Böhm,
Hans-Peter Kriegel:
Determining the Convex Hull in Large Multidimensional Databases, Int. Conf. on Data Warehousing and Knowledge Discovery (DaWaK) 2001. |
|
| 28. | Christian Böhm,
Hans-Peter Kriegel:
Optimale Dimensionswahl bei der Bearbeitung des Similarity Join (in German), Conditionally accepted in: Informatik: Forschung und Entwicklung |
|
| 29. | Christian Böhm:
Powerful Database Support for High Performance Data Mining, Habilitation thesis, University of Munich, 2001. |
|
Pending
Papers:
| 30.
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Christian
Böhm, Florian Krebs, Hans-Peter Kriegel:
The k-Nearest Neighbor Join: Turbo Charging the KDD Process, submitted for publication. |
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| 31. | Christian
Böhm, Florian Krebs, Hans-Peter Kriegel:
Optimal Dimension Sweeping: A Generic Technique for the Similarity Join, submitted for publication. |
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| 32. | Christian
Böhm, Bernhard Braunmüller, Markus Breunig, Hans-Peter Kriegel:
The Similarity Join: A Database Primitive for High-Performance Data Mining, submitted for publication. |
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| 33. | Christian
Böhm:
Database Systems Supporting Next Decade's Applications, submitted proposal. |
Please note: Author lists are generally
in alphabetical order.