Lehr- und Forschungseinheit für Datenbanksysteme Ludwig-Maximilians-Universität München
Institut für Informatik
Lehr- und Forschungseinheit für Datenbanksysteme
University of Munich
Institute for Computer Science
Database and Information Systems

[ Contact | Teaching | Research | Publications ]

Dr. Elke Achtert

List of Publications

Nr.
Title
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18.
Achtert E., Kriegel H.-P., Zimek A.:
ELKI: A Software System for Evaluation of Subspace Clustering Algorithms.
In Proceedings of the 20th International Conference on Scientific and Statistical Database Management (SSDBM 2008), Hong Kong, China, 2008.
to appear
17.
Achtert E., Böhm C., David J., Kröger P., Zimek A.:
Robust Clustering in Arbitrarily Oriented Subspaces.
In Proceedings of the 8th International Conference on Data Mining (SDM 2008), Atlanta, GA, 2008.
to appear
16.
Achtert E., Böhm C., Kriegel H.-P., Kröger P., Zimek A.:
On Exploring Complex Relationships of Correlation Clusters.
In Proceedings of the 19th International Conference on Scientific and Statistical Database Management (SSDBM 2007), Banff, Canada, 2007.
PDF
15.
Achtert E., Böhm C., Kriegel H.-P., Kröger P., Zimek A.:
Robust, Complete, and Efficient Correlation Clustering.
In Proceedings of the 7th SIAM International Conference on Data Mining (SDM'07), Minneapolis, MN, 2007
PDF
Poster
14.
Achtert E., Böhm C., Kröger P., Kunath P., Pryakhin A., Renz M.:
Efficient Reverse k-Nearest Neighbor Estimation.
In Proceedings of the 12. GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW 2007), Aachen, Germany, 2007.
PDF
13.
Achtert E., Böhm C., Kriegel H.-P., Kröger P., Müller-Gorman I., Zimek A.:
Detection and Visualization of Subspace Cluster Hierarchies.
In Proceedings of the 12th International Database Systems for Advanced Applications (DASFAA 2007), Bankok, Thailand, 2007.
PDF
12.
Achtert E., Böhm C., Brecheisen S., Kriegel H.-P., Kunath P., Pryakhin A., Renz M., Schubert M.:
Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken.
Datenbank-Spektrum, 2006.
PDF
11.
Achtert E., Böhm C., Kröger P., Kunath P., Pryakhin A., Renz M.:
Approximate Reverse k-Nearest Neighbor Queries in General Metric Spaces.
In Proceedings of the 15th ACM Conference on Information and Knowledge Management (CIKM 2006), Arlington, VA, 2006.
PDF
10.
Achtert E., Böhm C., Kriegel H.-P., Kröger P., Müller-Gorman I., Zimek A.:
Finding Hierarchies of Subspace Clusters.
In Proceedings of the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2006), Berlin, Germany, 2006.
PDF
Poster
9.
Achtert E., Böhm C., Kriegel H.-P., Kröger P., Zimek A.:
Deriving Quantitative Dependencies for Correlation Clusters.
In Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2006), Philadelphia, PA, 2006.
PDF
8.
Achtert E., Böhm C., Kröger P., Zimek A.:
Mining Hierarchies of Correlation Clusters.
In Proceedings of the 18th International Conference on Scientific and Statistical Database Management (SSDBM 2006), Vienna, Austria, 2006.
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7.
Achtert E., Böhm C., Kröger P., Kunath P., Renz M., Pryakhin A.:
Efficient Reverse k-Nearest Neighbor Search in Arbitrary Metric Spaces.
In Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2006), Chicago, IL, 2006.
PDF
6.
Achtert E., Schwald, D.:
FIS-by-Step: Visualization of the Fast Index Scan for Nearest Neighbor Queries.
In Proceedings of the 10th International Conference on Extending Database Technology (EDBT 2006), Munich, Germany, 2006, pp. 1182-1185.
PDF
Poster
5.
Achtert E., Böhm C., Kröger P.:
DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking.
In Proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006), Singapore, 2006, pp. 119-128.
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4.
Achtert E., Kriegel H.-P., Pryakhin A., Schubert M.:
Clustering Multi-Represented Objects Using Combination Trees.
In Proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006), Singapore, 2006, pp. 174-178.
PDF
3.
Achtert E., Böhm C., Kriegel H.-P., Kröger P.:
Online Hierarchical Clustering in a Data Warehouse Environment.
In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), Houston, TX, 2005, pp. 10-17.
PDF
2.
Achtert E., Kriegel H.-P., Pryakhin A., Schubert M.:
Hierarchical Density-Based Clustering for Multi-Represented Objects.
1st International Workshop on Mining Complex Data (MCD 2005) in conjunction with ICDM 2005, Houston, TX, 2005.
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1.
Achtert E.:
Inkrementelles hierarchisches Clustering.
Diploma thesis, Institute for Computer Science, University of Munich, 2004.
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