[ Dr. Elke Achtert | Research | Teaching | Publications]
List of Publications
| 2010 | |
| 24. | E. Achtert, H.-P. Kriegel, L. Reichert, E. Schubert, R. Wojdanowski, and A. Zimek: Visual Evaluation of Outlier Detection Models. In Proceedings of the 15th International Conference on Database Systems for Advanced Applications (DASFAA), Tsukuba, Japan, 2010. [ELKI] |
| 2009 | |
| 23. | E. Achtert, H.-P. Kriegel, P. Kröger, M. Renz, and A. Züfle: Reverse k-nearest neighbor search in dynamic and general metric databases. In Proceedings of the 12th International Conference on Extending Database Technology (EDBT), Saint-Petersburg, Russia, 2009. [EE (ACM) | pdf] |
| 22. | E. Achtert, T. Bernecker, H.-P. Kriegel, E. Schubert, and A. Zimek: ELKI in Time: ELKI 0.2 for the Performance Evaluation of Distance Measures for Time Series. In Proceedings of the 11th International Symposium on Spatial and Temporal Databases (SSTD), Aalborg, Denmark, 2009. [EE (SpringerLink) | pdf | poster | ELKI] |
| 2008 | |
| 21. | E. Achtert, H.-P. Kriegel, and A. Zimek: ELKI: A Software System for Evaluation of Subspace Clustering Algorithms. In Proceedings of the 20th International Conference on Scientific and Statistical Database Management (SSDBM), Hong Kong, China, 2008. [EE (SpringerLink) | pdf | ELKI] |
| 20. | E. Achtert, C. Böhm, J. David, P. Kröger, and A. Zimek: Global Correlation Clustering Based on the Hough Transform. Statistical Analysis and Data Mining, 1(3): 111-127, 2008. [EE (Wiley InterScience) | code] |
| 19. | E. Achtert, C. Böhm, J. David, P. Kröger, and A. Zimek: Robust Clustering in Arbitrarily Oriented Subspaces. Best Paper Honorable Mention Award. In Proceedings of the 8th SIAM International Conference on Data Mining (SDM), Atlanta, GA, 2008. [pdf | award | code] |
| 2007 | |
| 18. | E. Achtert, C. Böhm, P. Kröger, P. Kunath, A. Pryakhin, and M. Renz: Efficient Reverse k-Nearest Neighbor Estimation (extended version). Informatik - Forschung und Entwicklung, 21(3-4): 179-195, 2007. [EE (SpringerLink) | code] |
| 17. | E. Achtert, C. Böhm, P. Kröger, P. Kunath, A. Pryakhin, and M. Renz: Efficient Reverse k-Nearest Neighbor Estimation. In Proceedings of the 12th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), Aachen, Germany, 2007. [pdf | code] |
| 16. | E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, and A. Zimek: On Exploring Complex Relationships of Correlation Clusters. In Proceedings of the 19th International Conference on Scientific and Statistical Database Management (SSDBM), Banff, Canada, 2007. [EE (IEEE Xplore) | pdf | code] |
| 15. | E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, I. Müller-Gorman, and A. Zimek: Detection and Visualization of Subspace Cluster Hierarchies. In Proceedings of the 12th International Conference on Database Systems for Advanced Applications (DASFAA), Bangkok, Thailand, 2007. [EE (SpringerLink) | pdf | code] |
| 14. | E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, and A. Zimek: Robust, Complete, and Efficient Correlation Clustering. In Proceedings of the 7th SIAM International Conference on Data Mining (SDM), Minneapolis, MN, 2007. [pdf | poster | code] |
| 13. | E. Achtert: Hierarchical Subspace Clustering. PhD Thesis, Ludwig-Maximilians-University, Munich, Germany, 2007. [pdf] |
| 2006 | |
| 12. | E. Achtert and D. Schwald: 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), Munich, Germany, 2006. [pdf | poster] |
| 11. | E. Achtert, H.-P. Kriegel, A. Pryakhin, and M. Schubert: Clustering Multi-Represented Objects Using Combination Trees. In Proceedings of the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore, 2006. [EE (SpringerLink) | pdf] |
| 10. | E. Achtert, C. Böhm, P. Kröger, and A. Zimek: Mining Hierarchies of Correlation Clusters. In Proceedings of the 18th International Conference on Scientific and Statistical Database Management (SSDBM), Vienna, Austria, 2006. [EE (IEEE Xplore) | pdf | code] |
| 9. | E. Achtert, C. Böhm, P. Kröger, P. Kunath, A. Pryakhin, and M. Renz: Approximate Reverse k-Nearest Neighbor Queries in General Metric Spaces. In Proceedings of the 15th ACM Conference on Information and Knowledge Management (CIKM), Arlington, VA, 2006. [EE (ACM) | pdf | code] |
| 8. | E. Achtert, C. Böhm, P. Kröger, P. Kunath, A. Pryakhin, and M. Renz: Efficient Reverse k-Nearest Neighbor Search in Arbitrary Metric Spaces. In Proceedings of the ACM International Conference on Management of Data (SIGMOD), Chicago, IL, 2006. [EE (ACM) | pdf | code] |
| 7. | E. Achtert, C. Böhm, and P. Kröger: DeLiClu: 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), Singapore, 2006. [pdf | code] |
| 6. | E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, and A. Zimek: Deriving Quantitative Models for Correlation Clusters. In Proceedings of the 12th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD), Philadelphia, PA, 2006. [EE (ACM) | pdf | code] |
| 5. | E. Achtert, C. Böhm, H.-P. Kriegel, P. Kröger, I. Müller-Gorman, and A. Zimek: Finding Hierarchies of Subspace Clusters. In Proceedings of the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Berlin, Germany, 2006. [pdf | poster | code] |
| 4. | E. Achtert, C. Böhm, S. Brecheisen, H.-P. Kriegel, P. Kunath, A. Pryakhin, M. Renz, and M. Schubert: Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken. Datenbank-Spektrum, 6(19): 32-39, 2006. [EE (Datenbankspektrum)] |
| 2005 | |
| 3. | E. Achtert, H.-P. Kriegel, A. Pryakhin, and M. Schubert: Hierarchical Density-Based Clustering for Multi-Represented Objects. In Workshop on Mining Complex Data (MCD) on the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX, 2005. [pdf] |
| 2. | E. Achtert, C. Böhm, H.-P. Kriegel, and P. Kröger: Online Hierarchical Clustering in a Data Warehouse Environment. In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM), Houston, TX, 2005. [EE (IEEE Xplore) | pdf] |
| 2004 | |
| 1. | E. Achtert: Inkrementelles hierarchisches Clustering. Diploma Thesis, Ludwig-Maximilians-University, Munich, Germany, 2004. [pdf] |
