Christian Böhm - researchr alias

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2011

2010

ITCH: Information-Theoretic Cluster HierarchiesChristian Böhm, Frank Fiedler, Annahita Oswald, Claudia Plant, Bianca Wackersreuther, Peter Wackersreuther. pkdd 2010: 151-167 [doi]

Clustering by synchronizationChristian Böhm, Claudia Plant, Junming Shao, Qinli Yang. kdd 2010: 583-592 [doi]

Integrative Parameter-Free Clustering of Data with Mixed Type AttributesChristian Böhm, Sebastian Goebl, Annahita Oswald, Claudia Plant, Michael Plavinski, Bianca Wackersreuther. pakdd 2010: 38-47 [doi]

SkyDist: Data Mining on Skyline ObjectsChristian Böhm, Annahita Oswald, Claudia Plant, Michael Plavinski, Bianca Wackersreuther. pakdd 2010: 461-470 [doi]

Parallel EM-Clustering: Fast Convergence by Asynchronous Model UpdatesClaudia Plant, Christian Böhm. icdm 2010: 178-185 [doi]

Information-Theoretic Model Selection for Independent ComponentsClaudia Plant, Fabian J. Theis, Anke Meyer-Bäse, Christian Böhm. ica 2010: 254-262 [doi]

Hierarchical Density-Based Clustering of White Matter Tracts in the Human BrainJunming Shao, Klaus Hahn, Qinli Yang, Afra M. Wohlschläger, Christian Böhm, Nicholas Myers, Claudia Plant. ijkdb, 1(4):1-25, 2010. [doi]

Synchronization Based Outlier DetectionJunming Shao, Christian Böhm, Qinli Yang, Claudia Plant. pkdd 2010: 245-260 [doi]

Combining Time Series Similarity with Density-Based Clustering to Identify Fiber Bundles in the Human BrainJunming Shao, Klaus Hahn, Qinli Yang, Christian Böhm, Afra M. Wohlschläger, Nicholas Myers, Claudia Plant. icdm 2010: 747-754 [doi]

Robust Second-Order Source Separation Identifies Experimental Responses in Biomedical ImagingFabian J. Theis, Nikola S. Müller, Claudia Plant, Christian Böhm. ica 2010: 466-473 [doi]

2009

CoCo: coding cost for parameter-free outlier detectionChristian Böhm, Katrin Haegler, Nikola S. Müller, Claudia Plant. kdd 2009: 149-158 [doi]

Indexsupported Similarity Join on Graphics ProcessorsChristian Böhm, R. Noll, Claudia Plant, Andrew Zherdin. btw 2009: 57-66

Model-based Classification of Data with Time Series-valued AttributesChristian Böhm, L. Läer, Claudia Plant, Andrew Zherdin. btw 2009: 287-296

2008

Robust Clustering in Arbitrarily Oriented SubspacesElke Achtert, Christian Böhm, Jörn David, Peer Kröger, Arthur Zimek. sdm 2008: 763-774 [doi]

Outlier-robust clustering using independent componentsChristian Böhm, Christos Faloutsos, Claudia Plant. sigmod 2008: 185-198 [doi]

HISSCLU: a hierarchical density-based method for semi-supervised clusteringChristian Böhm, Claudia Plant. edbt 2008: 440-451 [doi]

2007

Efficient reverse ::::k::::-nearest neighbor estimationElke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz. ife, 21(3-4):179-195, 2007. [doi]

Robust, Complete, and Efficient Correlation ClusteringElke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek. sdm 2007: [doi]

Efficient Reverse k-Nearest Neighbor EstimationElke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz. btw 2007: 344-363 [doi]

Detection and Visualization of Subspace Cluster HierarchiesElke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek. dasfaa 2007: 152-163 [doi]

On Exploring Complex Relationships of Correlation ClustersElke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek. ssdbm 2007: 7 [doi]

RIC: Parameter-free noise-robust clusteringChristian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant. tkdd, 1(3), 2007. [doi]

ProVeR: Probabilistic Video Retrieval using the Gauss-TreeChristian Böhm, Michael Gruber, Peter Kunath, Alexey Pryakhin, Matthias Schubert. icde 2007: 1521-1522 [doi]

Effective and Efficient Indexing for Large Video DatabasesChristian Böhm, Peter Kunath, Alexey Pryakhin, Matthias Schubert. btw 2007: 132-151 [doi]

Efficiently Processing Continuous k-NN Queries on Data StreamsChristian Böhm, Beng Chin Ooi, Claudia Plant, Ying Yan. icde 2007: 156-165 [doi]

Querying Objects Modeled by Arbitrary Probability DistributionsChristian Böhm, Peter Kunath, Alexey Pryakhin, Matthias Schubert. ssd 2007: 294-311 [doi]

2006

Komplexe Objektbeschreibungen zur Suche in Multimedia-DatenbankenElke Achtert, Christian Böhm, Stefan Brecheisen, Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin, Matthias Renz, Matthias Schubert. dbsk, 19:32-39, 2006. [doi]

Approximate reverse k-nearest neighbor queries in general metric spacesElke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz. CIKM 2006: 788-789 [doi]

DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair RankingElke Achtert, Christian Böhm, Peer Kröger. pakdd 2006: 119-128 [doi]

Deriving quantitative models for correlation clustersElke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek. kdd 2006: 4-13 [doi]

Finding Hierarchies of Subspace ClustersElke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek. pkdd 2006: 446-453 [doi]

Mining Hierarchies of Correlation ClustersElke Achtert, Christian Böhm, Peer Kröger, Arthur Zimek. ssdbm 2006: 119-128 [doi]

Efficient reverse k-nearest neighbor search in arbitrary metric spacesElke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz. sigmod 2006: 515-526 [doi]

Probabilistic Ranking Queries on GaussiansChristian Böhm, Alexey Pryakhin, Matthias Schubert. ssdbm 2006: 169-178 [doi]

The Gauss-Tree: Efficient Object Identification in Databases of Probabilistic Feature VectorsChristian Böhm, Alexey Pryakhin, Matthias Schubert. icde 2006: 9 [doi]

Robust information-theoretic clusteringChristian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant. kdd 2006: 65-75 [doi]

Advances in Database Technology - EDBT 2006, 10th International Conference on Extending Database Technology, Munich, Germany, March 26-31, 2006, ProceedingsYannis E. Ioannidis, Marc H. Scholl, Joachim W. Schmidt, Florian Matthes, Michael Hatzopoulos, Klemens Böhm, Alfons Kemper, Torsten Grust, Christian Böhm, editors, Volume 3896 of Lecture Notes in Computer Science, Springer, 2006.

Enhancing instance-based classification with local density: a new algorithm for classifying unbalanced biomedical dataClaudia Plant, Christian Böhm, Bernhard Tilg, Christian Baumgartner. bioinformatics, 22(8):981-988, 2006. [doi]

2005

2004

Supervised machine learning techniques for the classification of metabolic disorders in newbornsChristian Baumgartner, Christian Böhm, Daniela Baumgartner, G. Marini, Klaus Weinberger, B. Olgemöller, B. Liebl, A. A. Roscher. bioinformatics, 20(17):2985-2996, 2004. [doi]

The ::::k::::-Nearest Neighbour Join: Turbo Charging the KDD ProcessChristian Böhm, Florian Krebs. kais, 6(6):728-749, 2004. [doi]

Immer größere und komplexere Datenmengen: Herausforderungen für Clustering-AlgorithmenChristian Böhm, Karin Kailing, Peer Kröger, Hans-Peter Kriegel. dbsk, 9:11-17, 2004.

Density Connected Clustering with Local Subspace PreferencesChristian Böhm, Karin Kailing, Hans-Peter Kriegel, Peer Kröger. icdm 2004: 27-34 [doi]

Computing Clusters of Correlation Connected ObjectsChristian Böhm, Karin Kailing, Peer Kröger, Arthur Zimek. sigmod 2004: 455-466 [doi]

2003

Supporting KDD Applications by the k-Nearest Neighbor JoinChristian Böhm, Florian Krebs. DEXA 2003: 504-516 [doi]

2002

2001

On Optimizing Nearest Neighbor Queries in High-Dimensional Data SpacesStefan Berchtold, Christian Böhm, Daniel A. Keim, Florian Krebs, Hans-Peter Kriegel. icdt 2001: 435-449 [doi]

Determining the Convex Hull in Large Multidimensional DatabasesChristian Böhm, Hans-Peter Kriegel. dawak 2001: 294-306 [doi]

Searching in high-dimensional spaces: Index structures for improving the performance of multimedia databasesChristian Böhm, Stefan Berchtold, Daniel A. Keim. ACM Comput. Surv., 33(3):322-373, 2001. [doi]

Adaptable Similarity Search Using Vector QuantizationChristian Böhm, Hans-Peter Kriegel, Thomas Seidl. dawak 2001: 317-327 [doi]

Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High-Dimensional DataChristian Böhm, Bernhard Braunmüller, Florian Krebs, Hans-Peter Kriegel. sigmod 2001: 379-388 [doi]

A Cost Model and Index Architecture for the Similarity JoinChristian Böhm, Hans-Peter Kriegel. icde 2001: 411-420 [doi]

2000

Optimal Multidimensional Query Processing Using Tree StripingStefan Berchtold, Christian Böhm, Daniel A. Keim, Hans-Peter Kriegel, Xiaowei Xu. dawak 2000: 244-257 [doi]

Independent Quantization: An Index Compression Technique for High-Dimensional Data SpacesStefan Berchtold, Christian Böhm, H. V. Jagadish, Hans-Peter Kriegel, Jörg Sander. icde 2000: 577-588 [doi]

The Pruning Power: Theory and Heuristics for Mining Databases with Multiple ::::k::::-Nearest-Neighbor QueriesChristian Böhm, Bernhard Braunmüller, Hans-Peter Kriegel. dawak 2000: 372-381 [doi]

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

Dynamically Optimizing High-Dimensional Index StructuresChristian Böhm, Hans-Peter Kriegel. edbt 2000: 36-50 [doi]

Efficient Similarity Search in Digital LibrariesChristian Böhm, Bernhard Braunmüller, Hans-Peter Kriegel, Matthias Schubert. adl 2000: 193-206 [doi]

A cost model for query processing in high dimensional data spacesChristian Böhm. tods, 25(2):129-178, 2000. [doi]

High Performance Clustering Based on the Similarity JoinChristian Böhm, Bernhard Braunmüller, Markus M. Breunig, Hans-Peter Kriegel. CIKM 2000: 298-305 [doi]

1999

1998

Improving the Query Performance of High-Dimensional Index Structures by Bulk-Load OperationsStefan Berchtold, Christian Böhm, Hans-Peter Kriegel. edbt 1998: 216-230 [doi]

The Pyramid-Technique: Towards Breaking the Curse of DimensionalityStefan Berchtold, Christian Böhm, Hans-Peter Kriegel. sigmod 1998: 142-153 [doi]

Efficiently Indexing High-Dimensional Data SpacesChristian Böhm. PhD thesis, Universität München, 1998.

1997

Fast Parallel Similarity Search in Multimedia DatabasesStefan Berchtold, Christian Böhm, Bernhard Braunmüller, Daniel A. Keim, Hans-Peter Kriegel. sigmod 1997: 1-12 [doi]

A Cost Model For Nearest Neighbor Search in High-Dimensional Data SpaceStefan Berchtold, Christian Böhm, Daniel A. Keim, Hans-Peter Kriegel. pods 1997: 78-86 [doi]

1995

Prints of the 17th Century in a Distributed Library SystemChristian Böhm, A. Oppitz, Pavel Vogel, Stephan Wiesener. DEXA 1995: 68-78