Christian Böhm

Junming Shao, Xiao He, Christian Böhm, Qinli Yang, Claudia Plant: Synchronization-Inspired Partitioning and Hierarchical Clustering. IEEE Trans. Knowl. Data Eng. 25(4): 893-905 (2013)

Junming Shao, Xiao He, Qinli Yang, Claudia Plant, Christian Böhm: Robust Synchronization-Based Graph Clustering. PAKDD (1) 2013: 249-260

Katrin Haegler, Frank Fiedler, Christian Böhm: Searching Uncertain Data Represented by Non-axis Parallel Gaussian Mixture Models. ICDE 2012: 246-257

Jing Feng, Xiao He, Bettina Konte, Christian Böhm, Claudia Plant: Summarization-based mining bipartite graphs. KDD 2012: 1249-1257

Michael Dorn, Peter Wackersreuther, Christian Böhm: Efficient Comparison of Encrypted Biometric Templates. TrustBus 2012: 129-142

Christian Böhm, Sami Khuri, Lenka Lhotská, M. Elena Renda (Eds.): Information Technology in Bio- and Medical Informatics - Third International Conference, ITBAM 2012, Vienna, Austria, September 4-5, 2012. Proceedings. Lecture Notes in Computer Science 7451, Springer 2012, isbn 978-3-642-32394-2

Christoph Busch, Ulrike Korte, Sebastian Abt, Christian Böhm, Ines Färber, Sergej Fries, Johannes Merkle, Claudia Nickel, Alexander Nouak, Alexander Opel, Annahita Oswald, Thomas Seidl, Bianca Wackersreuther, Peter Wackersreuther, Xuebing Zhou: Biometric Template Protection - Ein Bericht über das Projekt BioKeyS. Datenschutz und Datensicherheit 35(3): 183-191 (2011)

Christian Böhm, Ines Färber, Sergej Fries, Ulrike Korte, Johannes Merkle, Annahita Oswald, Thomas Seidl, Bianca Wackersreuther, Peter Wackersreuther: Efficient Database Techniques for Identification with Fuzzy Vault Templates. BIOSIG 2011: 115-126

Christian Böhm, Ines Färber, Sergej Fries, Ulrike Korte, Johannes Merkle, Annahita Oswald, Thomas Seidl, Bianca Wackersreuther, Peter Wackersreuther: Filtertechniken für geschützte biometrische Datenbanken. BTW 2011: 379-389

Christian Böhm, Annahita Oswald, Christian Richter, Bianca Wackersreuther, Peter Wackersreuther: Genetic Algorithm for Finding Cluster Hierarchies. DEXA (1) 2011: 349-363

Christian Böhm, Annahita Oswald, Felix Sappelt: JGrid/FCC: A Tool for Efficient Knowledge Extraction from MRI Scans. DEXA Workshops 2011: 81-85

Junming Shao, Claudia Plant, Qinli Yang, Christian Böhm: Detection of Arbitrarily Oriented Synchronized Clusters in High-Dimensional Data. ICDM 2011: 607-616

Claudia Plant, Christian Böhm: INCONCO: interpretable clustering of numerical and categorical objects. KDD 2011: 1127-1135

Nikola Mueller, Katrin Haegler, Junming Shao, Claudia Plant, Christian Böhm: Weighted Graph Compression for Parameter-free Clustering With PaCCo. SDM 2011: 932-943

Christian Böhm, Sami Khuri, Lenka Lhotská, Nadia Pisanti (Eds.): Information Technology in Bio- and Medical Informatics - Second International Conference, ITBAM 2011, Toulouse, France, August 29 - September 2, 2011. Proceedings. Lecture Notes in Computer Science 6865, Springer 2011, isbn 978-3-642-23207-7

Abdelkader Hameurlain, Josef Küng, Roland Wagner, Christian Böhm, Johann Eder, Claudia Plant (Eds.): Transactions on Large-Scale Data- and Knowledge-Centered Systems IV - Special Issue on Database Systems for Biomedical Applications. Lecture Notes in Computer Science 6990, Springer 2011, isbn 978-3-642-23739-3

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

Claudia Plant, Stefan J. Teipel, Annahita Oswald, Christian Böhm, Thomas Meindl, Janaina Mourão Miranda, Arun L. W. Bokde, Harald Hampel, Michael Ewers: Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease. NeuroImage 50(1): 162-174 (2010)

Claudia Plant, Fabian J. Theis, Anke Meyer-Bäse, Christian Böhm: Information-Theoretic Model Selection for Independent Components. LVA/ICA 2010: 254-262

Fabian J. Theis, Nikola S. Müller, Claudia Plant, Christian Böhm: Robust Second-Order Source Separation Identifies Experimental Responses in Biomedical Imaging. LVA/ICA 2010: 466-473

Claudia Plant, Christian Böhm: Parallel EM-Clustering: Fast Convergence by Asynchronous Model Updates. ICDM Workshops 2010: 178-185

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

Christian Böhm, Claudia Plant, Junming Shao, Qinli Yang: Clustering by synchronization. KDD 2010: 583-592

Christian Böhm, Sebastian Goebl, Annahita Oswald, Claudia Plant, Michael Plavinski, Bianca Wackersreuther: Integrative Parameter-Free Clustering of Data with Mixed Type Attributes. PAKDD (1) 2010: 38-47

Christian Böhm, Annahita Oswald, Claudia Plant, Michael Plavinski, Bianca Wackersreuther: SkyDist: Data Mining on Skyline Objects. PAKDD (1) 2010: 461-470

Christian Böhm, Frank Fiedler, Annahita Oswald, Claudia Plant, Bianca Wackersreuther, Peter Wackersreuther: ITCH: Information-Theoretic Cluster Hierarchies. ECML/PKDD (1) 2010: 151-167

Junming Shao, Christian Böhm, Qinli Yang, Claudia Plant: Synchronization Based Outlier Detection. ECML/PKDD (3) 2010: 245-260

Christian Böhm, Robert Noll, Claudia Plant, Bianca Wackersreuther, Andrew Zherdin: Data Mining Using Graphics Processing Units. T. Large-Scale Data- and Knowledge-Centered Systems 1: 63-90 (2009)

Christian Böhm, Robert Noll, Claudia Plant, Andrew Zherdin: Indexsupported Similarity Join on Graphics Processors. BTW 2009: 57-66

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

Christian Böhm, Frank Fiedler, Annahita Oswald, Claudia Plant, Bianca Wackersreuther: Probabilistic skyline queries. CIKM 2009: 651-660

Christian Böhm, Robert Noll, Claudia Plant, Bianca Wackersreuther: Density-based clustering using graphics processors. CIKM 2009: 661-670

Christian Böhm, Katrin Haegler, Nikola S. Müller, Claudia Plant: CoCo: coding cost for parameter-free outlier detection. KDD 2009: 149-158

Christian Böhm, Claudia Plant: High Dimensional Indexing. Encyclopedia of Database Systems 2009: 1309-1314

Elke Achtert, Christian Böhm, Jörn David, Peer Kröger, Arthur Zimek: Global Correlation Clustering Based on the Hough Transform. Statistical Analysis and Data Mining 1(3): 111-127 (2008)

Christian Böhm, Claudia Plant: HISSCLU: a hierarchical density-based method for semi-supervised clustering. EDBT 2008: 440-451

Elke Achtert, Christian Böhm, Jörn David, Peer Kröger, Arthur Zimek: Robust Clustering in Arbitrarily Oriented Subspaces. SDM 2008: 763-774

Christian Böhm, Christos Faloutsos, Claudia Plant: Outlier-robust clustering using independent components. SIGMOD Conference 2008: 185-198

Christian Böhm: Pyramid Technique. Encyclopedia of GIS 2008: 929-930

Elke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz: Efficient reverse k-nearest neighbor estimation. Inform., Forsch. Entwickl. 21(3-4): 179-195 (2007)

Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant: RIC: Parameter-free noise-robust clustering. TKDD 1(3) (2007)

Christian Böhm, Peter Kunath, Alexey Pryakhin, Matthias Schubert: Effective and Efficient Indexing for Large Video Databases. BTW 2007: 132-151

Elke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz: Efficient Reverse k-Nearest Neighbor Estimation. BTW 2007: 344-363

Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek: Detection and Visualization of Subspace Cluster Hierarchies. DASFAA 2007: 152-163

Christian Böhm, Beng Chin Ooi, Claudia Plant, Ying Yan: Efficiently Processing Continuous k-NN Queries on Data Streams. ICDE 2007: 156-165

Christian Böhm, Michael Gruber, Peter Kunath, Alexey Pryakhin, Matthias Schubert: ProVeR: Probabilistic Video Retrieval using the Gauss-Tree. ICDE 2007: 1521-1522

Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek: Robust, Complete, and Efficient Correlation Clustering. SDM 2007

Christian Böhm, Peter Kunath, Alexey Pryakhin, Matthias Schubert: Querying Objects Modeled by Arbitrary Probability Distributions. SSTD 2007: 294-311

Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek: On Exploring Complex Relationships of Correlation Clusters. SSDBM 2007: 7

Claudia Plant, Christian Böhm, Bernhard Tilg, Christian Baumgartner: Enhancing instance-based classification with local density: a new algorithm for classifying unbalanced biomedical data. Bioinformatics 22(8): 981-988 (2006)

Elke Achtert, Christian Böhm, Stefan Brecheisen, Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin, Matthias Renz, Matthias Schubert: Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken. Datenbank-Spektrum 19: 32-39 (2006)

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

Christian Böhm, Alexey Pryakhin, Matthias Schubert: The Gauss-Tree: Efficient Object Identification in Databases of Probabilistic Feature Vectors. ICDE 2006: 9

Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek: Deriving quantitative models for correlation clusters. KDD 2006: 4-13

Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant: Robust information-theoretic clustering. KDD 2006: 65-75

Elke Achtert, Christian Böhm, Peer Kröger: DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking. PAKDD 2006: 119-128

Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek: Finding Hierarchies of Subspace Clusters. PKDD 2006: 446-453

Elke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz: Efficient reverse k-nearest neighbor search in arbitrary metric spaces. SIGMOD Conference 2006: 515-526

Elke Achtert, Christian Böhm, Peer Kröger, Arthur Zimek: Mining Hierarchies of Correlation Clusters. SSDBM 2006: 119-128

Christian Böhm, Alexey Pryakhin, Matthias Schubert: Probabilistic Ranking Queries on Gaussians. SSDBM 2006: 169-178

Yannis E. Ioannidis, Marc H. Scholl, Joachim W. Schmidt, Florian Matthes, Michael Hatzopoulos, Klemens Böhm, Alfons Kemper, Torsten Grust, Christian Böhm (Eds.): Advances in Database Technology - EDBT 2006, 10th International Conference on Extending Database Technology, Munich, Germany, March 26-31, 2006, Proceedings. Lecture Notes in Computer Science 3896, Springer 2006, isbn 3-540-32960-9

Christian Baumgartner, Christian Böhm, Daniela Baumgartner: Modelling of classification rules on metabolic patterns including machine learning and expert knowledge. Journal of Biomedical Informatics 38(2): 89-98 (2005)

Christian Baumgartner, Kurt Gautsch, Christian Böhm, Stephan Felber: Functional Cluster Analysis of CT Perfusion Maps: A New Tool for Diagnosis of Acute Stroke? J. Digital Imaging 18(3): 219-226 (2005)

Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger: Online Hierarchical Clustering in a Data Warehouse Environment. ICDM 2005: 10-17

Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Petra Linhart: Selectivity Estimation of High Dimensional Window Queries via Clustering. SSTD 2005: 1-18

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

Christian Böhm, Karin Kailing, Peer Kröger, Hans-Peter Kriegel: Immer größere und komplexere Datenmengen: Herausforderungen für Clustering-Algorithmen. Datenbank-Spektrum 9: 11-17 (2004)

Christian Böhm, Florian Krebs: The k-Nearest Neighbour Join: Turbo Charging the KDD Process. Knowl. Inf. Syst. 6(6): 728-749 (2004)

Christian Böhm, Karin Kailing, Hans-Peter Kriegel, Peer Kröger: Density Connected Clustering with Local Subspace Preferences. ICDM 2004: 27-34

Christian Böhm, Karin Kailing, Peer Kröger, Arthur Zimek: Computing Clusters of Correlation Connected Objects. SIGMOD Conference 2004: 455-466

Christian Böhm, Florian Krebs: Supporting KDD Applications by the k-Nearest Neighbor Join. DEXA 2003: 504-516

Christian Böhm, Hans-Peter Kriegel: Optimale Dimensionswahl bei der Bearbeitung des Similarity Join. Inform., Forsch. Entwickl. 17(2): 68-76 (2002)

Christian Böhm, Hans-Peter Kriegel, Thomas Seidl: Combining Approximation Techniques and Vector Quantization for Adaptable Similarity Search. J. Intell. Inf. Syst. 19(2): 207-230 (2002)

Christian Böhm, Florian Krebs, Hans-Peter Kriegel: Optimal Dimension Order: A Generic Technique for the Similarity Join. DaWaK 2002: 135-149

Christian Böhm, Florian Krebs: High Performance Data Mining Using the Nearest Neighbor Join. ICDM 2002: 43-50

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

Christian Böhm, Hans-Peter Kriegel: Determining the Convex Hull in Large Multidimensional Databases. DaWaK 2001: 294-306

Christian Böhm, Hans-Peter Kriegel, Thomas Seidl: Adaptable Similarity Search Using Vector Quantization. DaWaK 2001: 317-327

Christian Böhm, Hans-Peter Kriegel: A Cost Model and Index Architecture for the Similarity Join. ICDE 2001: 411-420

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

Christian Böhm, Bernhard Braunmüller, Florian Krebs, Hans-Peter Kriegel: Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High-Dimensional Data. SIGMOD Conference 2001: 379-388

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

Christian Böhm: A cost model for query processing in high dimensional data spaces. ACM Trans. Database Syst. 25(2): 129-178 (2000)

Christian Böhm, Bernhard Braunmüller, Hans-Peter Kriegel, Matthias Schubert: Efficient Similarity Search in Digital Libraries. ADL 2000: 193-199

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

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

Christian Böhm, Bernhard Braunmüller, Hans-Peter Kriegel: The Pruning Power: Theory and Heuristics for Mining Databases with Multiple k-Nearest-Neighbor Queries. DaWaK 2000: 372-381

Christian Böhm, Hans-Peter Kriegel: Dynamically Optimizing High-Dimensional Index Structures. EDBT 2000: 36-50

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

Christian Böhm: Efficiently Indexing High-Dimensional Data Spaces (Abstract). Datenbank Rundbrief 23: 23-24 (1999)

Christian Böhm, Hans-Peter Kriegel: Efficient Bulk Loading of Large High-Dimensional Indexes. DaWaK 1999: 251-260

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

Christian Böhm, Gerald Klump, Hans-Peter Kriegel: XZ-Ordering: A Space-Filling Curve for Objects with Spatial Extension. SSD 1999: 75-90

Christian Böhm: Efficiently Indexing High-Dimensional Data Spaces. Universität München 1998, pp. I-XIV, 1-242

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

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

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

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

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