Christian Böhm

192 papers A* 50A 15B 22C 2Misc 5Journal 48Unranked 42

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bootstrap Deep Spectral Clustering With Optimal Transport. IEEE Trans. Multim. Wengang Guo, Wei Ye, Chunchun Chen, Xin Sun, Christian Böhm, Claudia Plant, Susanto Rahardja
2026	J	`jnl`	Clustering High-dimensional Data: Balancing Abstraction and Representation Tutorial at AAAI 2026. CoRR Claudia Plant, Lena G. M. Bauer, Christian Böhm
2025	J	`jnl`	An Introductory Survey to Autoencoder-based Deep Clustering - Sandboxes for Combining Clustering with Deep Learning. CoRR Collin Leiber, Lukas Miklautz, Claudia Plant, Christian Böhm
2025	J	`jnl`	Bootstrap Deep Spectral Clustering with Optimal Transport. CoRR Wengang Guo, Wei Ye, Chunchun Chen, Xin Sun, Christian Böhm, Claudia Plant, Susanto Rahardja
2025	A	`conf`	DMDHC: Discovery of Multi-Density Hierarchical Cluster Structures. SDM Walid Durani, Dominik Mautz, Claudia Plant, Christian Böhm
2025	A*	`conf`	MNN-Closure Meets Local Maxima: A Double-Knee Approach to Anomaly Detection. ICDM Walid Durani, Philipp Jahn, Thomas Seidl, Claudia Plant, Christian Böhm
2025	A*	`conf`	Scalable Graph Classification via Random Walk Fingerprints (Extended Abstract). IJCAI Peiyan Li, Honglian Wang, Christian Böhm
2025	A*	`conf`	Weakly Supervised Anomaly Detection via Dual-Tailed Kernel. ICML Walid Durani, Tobias Nitzl, Claudia Plant, Christian Böhm
2024	A*	`conf`	ADOD: Adaptive Density Outlier Detection. ICDM Li Qian, Jing Qian, Xin Sun, Wengang Guo, Christian Böhm
2024	A*	`conf`	DynoGraph: Dynamic Graph Construction for Nonlinear Dimensionality Reduction. ICDM Li Qian, Claudia Plant, Yalan Qin, Jing Qian, Christian Böhm
2024	A*	`conf`	SHADE: Deep Density-based Clustering. ICDM Anna Beer, Pascal Weber, Lukas Miklautz, Collin Leiber, Walid Durani, Christian Böhm, Claudia Plant
2024	J	`jnl`	SHADE: Deep Density-based Clustering. CoRR Anna Beer, Pascal Weber, Lukas Miklautz, Collin Leiber, Walid Durani, Christian Böhm, Claudia Plant
2024	A*	`conf`	Scalable Graph Classification via Random Walk Fingerprints. ICDM Peiyan Li, Honglian Wang, Christian Böhm
2024	J	`jnl`	Synchronization-Inspired Interpretable Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Wei Han, Zhili Qin, Jiaming Liu, Christian Böhm, Junming Shao
2023	—	`conf`	Adversarial Anomaly Detection using Gaussian Priors and Nonlinear Anomaly Scores. ICDM (Workshops) Fiete Lüer, Tobias Weber, Maxim Dolgich, Christian Böhm
2023	J	`jnl`	Adversarial Anomaly Detection using Gaussian Priors and Nonlinear Anomaly Scores. CoRR Fiete Lüer, Tobias Weber, Maxim Dolgich, Christian Böhm
2023	J	`jnl`	Anomaly Detection using Generative Adversarial Networks Reviewing methodological progress and challenges. SIGKDD Explor. Fiete Lüer, Christian Böhm
2023	A	`conf`	Application of Deep Clustering Algorithms. CIKM Collin Leiber, Lukas Miklautz, Claudia Plant, Christian Böhm
2023	J	`jnl`	Automatic Parameter Selection for Non-Redundant Clustering. CoRR Collin Leiber, Dominik Mautz, Claudia Plant, Christian Böhm
2023	—	`conf`	Benchmarking Deep Clustering Algorithms With ClustPy. ICDM (Workshops) Collin Leiber, Lukas Miklautz, Claudia Plant, Christian Böhm
2023	A	`conf`	Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering. SDM Lena G. M. Bauer, Collin Leiber, Christian Böhm, Claudia Plant
2023	J	`jnl`	Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering. CoRR Lena G. M. Bauer, Collin Leiber, Christian Böhm, Claudia Plant
2023	A*	`conf`	Incorporating User's Preference into Attributed Graph Clustering : Extended abstract. ICDE Wei Ye, Dominik Mautz, Christian Böhm, Ambuj K. Singh, Claudia Plant
2023	A	`conf`	Influence without Authority: Maximizing Information Coverage in Hypergraphs. SDM Peiyan Li, Honglian Wang, Kai Li, Christian Böhm
2023	A*	`conf`	Interpretable Subgraph Feature Extraction for Hyperlink Prediction. ICDM Peiyan Li, Liming Pan, Kai Li, Claudia Plant, Christian Böhm
2023	J	`jnl`	Network Embedding via Deep Prediction Model. IEEE Trans. Big Data Xin Sun, Zenghui Song, Yongbo Yu, Junyu Dong, Claudia Plant, Christian Böhm
2023	B	`conf`	Non-Redundant Image Clustering of Early Medieval Glass Beads. DSAA Lukas Miklautz, Andrii Shkabrii, Collin Leiber, Bendeguz Tobias, Benedict Seidl, Elisabeth Weissensteiner, Andreas Rausch, Christian Böhm, Claudia Plant
2023	—	`conf`	k-SubMix: Common Subspace Clustering on Mixed-Type Data. ECML/PKDD (1) Mauritius Klein, Collin Leiber, Christian Böhm
2022	J	`jnl`	An Interpretable Neuron Embedding for Static Knowledge Distillation. CoRR Wei Han, Yangqiming Wang, Christian Böhm, Junming Shao
2022	A	`conf`	Automatic Parameter Selection for Non-Redundant Clustering. SDM Collin Leiber, Dominik Mautz, Claudia Plant, Christian Böhm
2022	A*	`conf`	DBHD: Density-based clustering for highly varying density. ICDM Walid Durani, Dominik Mautz, Claudia Plant, Christian Böhm
2022	A*	`conf`	Deep Clustering With Consensus Representations. ICDM Lukas Miklautz, Martin Teuffenbach, Pascal Weber, Rona Perjuci, Walid Durani, Christian Böhm, Claudia Plant
2022	J	`jnl`	Deep Clustering With Consensus Representations. CoRR Lukas Miklautz, Martin Teuffenbach, Pascal Weber, Rona Perjuci, Walid Durani, Christian Böhm, Claudia Plant
2022	B	`conf`	Enhancing k-Means Algorithm with Tensor Processing Unit. IEEE Big Data Pranava Mummoju, Anna Wolff, Martin Perdacher, Claudia Plant, Christian Böhm
2022	A*	`conf`	The DipEncoder: Enforcing Multimodality in Autoencoders. KDD Collin Leiber, Lena G. M. Bauer, Michael Neumayr, Claudia Plant, Christian Böhm
2021	J	`jnl`	A Novel Hilbert Curve for Cache-Locality Preserving Loops. IEEE Trans. Big Data Christian Böhm, Martin Perdacher, Claudia Plant
2021	A*	`conf`	Density-Based Clustering for Adaptive Density Variation. ICDM Li Qian, Claudia Plant, Christian Böhm
2021	A*	`conf`	Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces. IJCAI Lukas Miklautz, Lena G. M. Bauer, Dominik Mautz, Sebastian Tschiatschek, Christian Böhm, Claudia Plant
2021	A*	`conf`	Dip-based Deep Embedded Clustering with k-Estimation. KDD Collin Leiber, Lena G. M. Bauer, Benjamin Schelling, Christian Böhm, Claudia Plant
2021	J	`jnl`	Fusing attributed and topological global-relations for network embedding. Inf. Sci. Xin Sun, Yongbo Yu, Yao Liang, Junyu Dong, Claudia Plant, Christian Böhm
2021	J	`jnl`	Incorporating User's Preference into Attributed Graph Clustering. IEEE Trans. Knowl. Data Eng. Wei Ye, Dominik Mautz, Christian Böhm, Ambuj K. Singh, Claudia Plant
2021	J	`jnl`	Network Embedding via Deep Prediction Model. CoRR Xin Sun, Zenghui Song, Yongbo Yu, Junyu Dong, Claudia Plant, Christian Böhm
2020	J	`jnl`	Clustering of mixed-type data considering concept hierarchies: problem specification and algorithm. Int. J. Data Sci. Anal. Sahar Behzadi, Nikola S. Müller, Claudia Plant, Christian Böhm
2020	A*	`conf`	Community Attention Network for Semi-supervised Node Classification. ICDM Zhongjing Yu, Han Wang, Yang Liu, Christian Böhm, Junming Shao
2020	A*	`conf`	Data Compression as a Comprehensive Framework for Graph Drawing and Representation Learning. KDD Claudia Plant, Sonja Biedermann, Christian Böhm
2020	A*	`conf`	Deep Embedded Non-Redundant Clustering. AAAI Lukas Miklautz, Dominik Mautz, Muzaffer Can Altinigneli, Christian Böhm, Claudia Plant
2020	J	`jnl`	DeepECT: The Deep Embedded Cluster Tree. Data Sci. Eng. Dominik Mautz, Claudia Plant, Christian Böhm
2020	A*	`conf`	Hierarchical Quick Shift Guided Recurrent Clustering. ICDE Muzaffer Can Altinigneli, Lukas Miklautz, Christian Böhm, Claudia Plant
2020	—	`conf`	Improved Data Locality Using Morton-order Curve on the Example of LU Decomposition. IEEE BigData Martin Perdacher, Claudia Plant, Christian Böhm
2020	J	`jnl`	Incorporating User's Preference into Attributed Graph Clustering. CoRR Wei Ye, Dominik Mautz, Christian Böhm, Ambuj K. Singh, Claudia Plant
2020	—	`conf`	Massively Parallel Graph Drawing and Representation Learning. IEEE BigData Christian Böhm, Claudia Plant
2020	J	`jnl`	Massively Parallel Graph Drawing and Representation Learning. CoRR Christian Böhm, Claudia Plant
2020	—	`conf`	Massively Parallel Random Number Generation. IEEE BigData Christian Böhm, Claudia Plant
2020	J	`jnl`	Non-Redundant Subspace Clusterings with Nr-Kmeans and Nr-DipMeans. ACM Trans. Knowl. Discov. Data Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
2020	A*	`conf`	Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression. IJCAI Peiyan Li, Honglian Wang, Christian Böhm, Junming Shao
2020	J	`jnl`	Space-filling Curves for High-performance Data Mining. CoRR Christian Böhm
2019	—	`conf`	Anomaly Detection in Time Series using Generative Adversarial Networks. ICDM Workshops Fiete Lüer, Dominik Mautz, Christian Böhm
2019	—	`conf`	Cache-oblivious High-performance Similarity Join. SIGMOD Conference Martin Perdacher, Claudia Plant, Christian Böhm
2019	—	`conf`	Clustering of Mixed-Type Data Considering Concept Hierarchies. PAKDD (1) Sahar Behzadi, Nikola S. Müller, Claudia Plant, Christian Böhm
2019	A*	`conf`	Deep Embedded Cluster Tree. ICDM Dominik Mautz, Claudia Plant, Christian Böhm
2019	—	`conf`	Discovering Non-Redundant K-means Clusterings in Optimal Subspaces. GI-Jahrestagung Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
2019	A*	`conf`	Network Structure and Transfer Behaviors Embedding via Deep Prediction Model. AAAI Xin Sun, Zenghui Song, Junyu Dong, Yongbo Yu, Claudia Plant, Christian Böhm
2018	A*	`conf`	Discovering Non-Redundant K-means Clusterings in Optimal Subspaces. KDD Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
2018	—	`ch.`	High-Dimensional Indexing. Encyclopedia of Database Systems (2nd ed.) Christian Böhm, Claudia Plant
2017	—	`conf`	Attributed Graph Clustering with Unimodal Normalized Cut. ECML/PKDD (1) Wei Ye, Linfei Zhou, Xin Sun, Claudia Plant, Christian Böhm
2017	—	`conf`	Indexing Multiple-Instance Objects. DEXA (2) Linfei Zhou, Wei Ye, Zhen Wang, Claudia Plant, Christian Böhm
2017	A*	`conf`	Joint Gaussian Based Measures for Multiple-Instance Learning. ICDE Linfei Zhou, Claudia Plant, Christian Böhm
2017	B	`conf`	Knowledge Discovery of Complex Data Using Gaussian Mixture Models. DaWaK Linfei Zhou, Wei Ye, Claudia Plant, Christian Böhm
2017	A*	`conf`	Learning from Labeled and Unlabeled Vertices in Networks. KDD Wei Ye, Linfei Zhou, Dominik Mautz, Claudia Plant, Christian Böhm
2017	A	`conf`	Multi-core K-means. SDM Christian Böhm, Martin Perdacher, Claudia Plant
2017	—	`conf`	Novel Indexing Strategy and Similarity Measures for Gaussian Mixture Models. DEXA (2) Linfei Zhou, Wei Ye, Bianca Wackersreuther, Claudia Plant, Christian Böhm
2017	—	`ch.`	Pyramid Technique. Encyclopedia of GIS Christian Böhm
2017	J	`jnl`	Synchronization-based scalable subspace clustering of high-dimensional data. Knowl. Inf. Syst. Junming Shao, Xinzuo Wang, Qinli Yang, Claudia Plant, Christian Böhm
2017	A*	`conf`	Towards an Optimal Subspace for K-Means. KDD Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
2016	—	`conf`	Cache-oblivious loops based on a novel space-filling curve. IEEE BigData Christian Böhm, Martin Perdacher, Claudia Plant
2016	—	`conf`	Covariate-Related Structure Extraction from Paired Data. ITBAM Linfei Zhou, Elisabeth Georgii, Claudia Plant, Christian Böhm
2016	A*	`conf`	FUSE: Full Spectral Clustering. KDD Wei Ye, Sebastian Goebl, Claudia Plant, Christian Böhm
2016	A*	`conf`	Gaussian Component Based Index for GMMs. ICDM Linfei Zhou, Bianca Wackersreuther, Frank Fiedler, Claudia Plant, Christian Böhm
2016	A*	`conf`	MeGS: Partitioning Meaningful Subgraph Structures Using Minimum Description Length. ICDM Sebastian Goebl, Annika Tonch, Christian Böhm, Claudia Plant
2016	—	`conf`	Subspace Clustering Ensembles through Tensor Decomposition. ICDM Workshops Dominik Mautz, Christian Böhm, Claudia Plant
2015	J	`jnl`	Anytime density-based clustering of complex data. Knowl. Inf. Syst. Son T. Mai, Xiao He, Jing Feng, Claudia Plant, Christian Böhm
2015	—	`conf`	Development and evaluation of a facebook-based product advisor for online dating sites. BTW Workshops Martin Winter, Sebastian Goebl, Nina C. Hubig, Christopher Pleines, Christian Böhm
2015	—	`conf`	Mining Massive Vector Data on Single Instruction Multiple Data Microarchitectures. ICDM Workshops Christian Böhm, Claudia Plant
2015	—	`conf`	Musical similarity analysis based on chroma features and text retrieval methods. BTW Workshops David Englmeier, Nina C. Hubig, Sebastian Goebl, Christian Böhm
2014	A*	`conf`	Finding the Optimal Subspace for Clustering. ICDM Sebastian Goebl, Xiao He, Claudia Plant, Christian Böhm
2014	—	`conf`	Identification of SNP interactions using data-parallel primitives on GPUs. IEEE BigData Muzaffer Can Altinigneli, Bettina Konte, Dan Rujescir, Christian Böhm, Claudia Plant
2013	A*	`conf`	Active Density-Based Clustering. ICDM Son T. Mai, Xiao He, Nina C. Hubig, Claudia Plant, Christian Böhm
2013	A*	`conf`	Compression-Based Graph Mining Exploiting Structure Primitives. ICDM Jing Feng, Xiao He, Nina C. Hubig, Christian Böhm, Claudia Plant
2013	A	`conf`	Efficient Anytime Density-based Clustering. SDM Christian Böhm, Jing Feng, Xiao He, Son T. Mai
2013	A*	`conf`	Massively parallel expectation maximization using graphics processing units. KDD Muzaffer Can Altinigneli, Claudia Plant, Christian Böhm
2013	—	`conf`	Robust Synchronization-Based Graph Clustering. PAKDD (1) Junming Shao, Xiao He, Qinli Yang, Claudia Plant, Christian Böhm
2013	J	`jnl`	Synchronization-Inspired Partitioning and Hierarchical Clustering. IEEE Trans. Knowl. Data Eng. Junming Shao, Xiao He, Christian Böhm, Qinli Yang, Claudia Plant
2012	B	`conf`	Efficient Comparison of Encrypted Biometric Templates. TrustBus Michael Dorn, Peter Wackersreuther, Christian Böhm
2012	—	`ed.`	Information Technology in Bio- and Medical Informatics - Third International Conference, ITBAM 2012, Vienna, Austria, September 4-5, 2012. Proceedings ITBAM Christian Böhm, Sami Khuri, Lenka Lhotská, M. Elena Renda
2012	J	`jnl`	Measuring Non-Gaussianity by Phi-Transformed and Fuzzy Histograms. Adv. Artif. Neural Syst. Claudia Plant, Son Thai Mai, Junming Shao, Fabian J. Theis, Anke Meyer-Baese, Christian Böhm
2012	J	`jnl`	Multi-label classification models for sustainable flood retention basins. Environ. Model. Softw. Qinli Yang, Junming Shao, Miklas Scholz, Christian Böhm, Claudia Plant
2012	A*	`conf`	Searching Uncertain Data Represented by Non-axis Parallel Gaussian Mixture Models. ICDE Katrin Haegler, Frank Fiedler, Christian Böhm
2012	A*	`conf`	Summarization-based mining bipartite graphs. KDD Jing Feng, Xiao He, Bettina Konte, Christian Böhm, Claudia Plant
2011	J	`jnl`	Biometric Template Protection - Ein Bericht über das Projekt BioKeyS. Datenschutz und Datensicherheit 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
2011	A*	`conf`	Detection of Arbitrarily Oriented Synchronized Clusters in High-Dimensional Data. ICDM Junming Shao, Claudia Plant, Qinli Yang, Christian Böhm
2011	—	`conf`	Efficient Database Techniques for Identification with Fuzzy Vault Templates. BIOSIG Christian Böhm, Ines Färber, Sergej Fries, Ulrike Korte, Johannes Merkle, Annahita Oswald, Thomas Seidl, Bianca Wackersreuther, Peter Wackersreuther
2011	Misc	`conf`	Filtertechniken für geschützte biometrische Datenbanken. BTW Christian Böhm, Ines Färber, Sergej Fries, Ulrike Korte, Johannes Merkle, Annahita Oswald, Thomas Seidl, Bianca Wackersreuther, Peter Wackersreuther
2011	—	`conf`	Genetic Algorithm for Finding Cluster Hierarchies. DEXA (1) Christian Böhm, Annahita Oswald, Christian Richter, Bianca Wackersreuther, Peter Wackersreuther
2011	A*	`conf`	INCONCO: interpretable clustering of numerical and categorical objects. KDD Claudia Plant, Christian Böhm
2011	—	`ed.`	Information Technology in Bio- and Medical Informatics - Second International Conference, ITBAM 2011, Toulouse, France, August 29 - September 2, 2011. Proceedings ITBAM Christian Böhm, Sami Khuri, Lenka Lhotská, Nadia Pisanti
2011	—	`conf`	JGrid/FCC: A Tool for Efficient Knowledge Extraction from MRI Scans. DEXA Workshops Christian Böhm, Annahita Oswald, Felix Sappelt
2011	—	`ed.`	Transactions on Large-Scale Data- and Knowledge-Centered Systems IV - Special Issue on Database Systems for Biomedical Applications Trans. Large-Scale Data- and Knowledge-Centered Systems Abdelkader Hameurlain, Josef Küng, Roland R. Wagner, Christian Böhm, Johann Eder, Claudia Plant
2011	A	`conf`	Weighted Graph Compression for Parameter-free Clustering With PaCCo. SDM Nikola Müller, Katrin Haegler, Junming Shao, Claudia Plant, Christian Böhm
2010	J	`jnl`	Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease. NeuroImage Claudia Plant, Stefan J. Teipel, Annahita Oswald, Christian Böhm, Thomas Meindl, Janaina Mourão Miranda, Arun L. W. Bokde, Harald Hampel, Michael Ewers
2010	A*	`conf`	Clustering by synchronization. KDD Christian Böhm, Claudia Plant, Junming Shao, Qinli Yang
2010	—	`conf`	Combining Time Series Similarity with Density-Based Clustering to Identify Fiber Bundles in the Human Brain. ICDM Workshops Junming Shao, Klaus Hahn, Qinli Yang, Christian Böhm, Afra M. Wohlschläger, Nicholas Myers, Claudia Plant
2010	—	`conf`	Frequent subgraph discovery in dynamic networks. MLG@KDD Bianca Wackersreuther, Peter Wackersreuther, Annahita Oswald, Christian Böhm, Karsten M. Borgwardt
2010	J	`jnl`	Hierarchical Density-Based Clustering of White Matter Tracts in the Human Brain. Int. J. Knowl. Discov. Bioinform. Junming Shao, Klaus Hahn, Qinli Yang, Afra M. Wohlschläger, Christian Böhm, Nicholas Myers, Claudia Plant
2010	—	`conf`	ITCH: Information-Theoretic Cluster Hierarchies. ECML/PKDD (1) Christian Böhm, Frank Fiedler, Annahita Oswald, Claudia Plant, Bianca Wackersreuther, Peter Wackersreuther
2010	—	`conf`	Information-Theoretic Model Selection for Independent Components. LVA/ICA Claudia Plant, Fabian J. Theis, Anke Meyer-Bäse, Christian Böhm
2010	—	`conf`	Integrative Parameter-Free Clustering of Data with Mixed Type Attributes. PAKDD (1) Christian Böhm, Sebastian Goebl, Annahita Oswald, Claudia Plant, Michael Plavinski, Bianca Wackersreuther
2010	—	`conf`	Parallel EM-Clustering: Fast Convergence by Asynchronous Model Updates. ICDM Workshops Claudia Plant, Christian Böhm
2010	—	`conf`	Robust Second-Order Source Separation Identifies Experimental Responses in Biomedical Imaging. LVA/ICA Fabian J. Theis, Nikola S. Müller, Claudia Plant, Christian Böhm
2010	—	`conf`	SkyDist: Data Mining on Skyline Objects. PAKDD (1) Christian Böhm, Annahita Oswald, Claudia Plant, Michael Plavinski, Bianca Wackersreuther
2010	—	`conf`	Synchronization Based Outlier Detection. ECML/PKDD (3) Junming Shao, Christian Böhm, Qinli Yang, Claudia Plant
2009	A*	`conf`	CoCo: coding cost for parameter-free outlier detection. KDD Christian Böhm, Katrin Haegler, Nikola S. Müller, Claudia Plant
2009	J	`jnl`	Data Mining Using Graphics Processing Units. Trans. Large Scale Data Knowl. Centered Syst. Christian Böhm, Robert Noll, Claudia Plant, Bianca Wackersreuther, Andrew Zherdin
2009	A	`conf`	Density-based clustering using graphics processors. CIKM Christian Böhm, Robert Noll, Claudia Plant, Bianca Wackersreuther
2009	—	`ch.`	High Dimensional Indexing. Encyclopedia of Database Systems Christian Böhm, Claudia Plant
2009	Misc	`conf`	Indexsupported Similarity Join on Graphics Processors. BTW Christian Böhm, Robert Noll, Claudia Plant, Andrew Zherdin
2009	Misc	`conf`	Model-based Classification of Data with Time Series-valued Attributes. BTW Christian Böhm, L. Läer, Claudia Plant, Andrew Zherdin
2009	A	`conf`	Probabilistic skyline queries. CIKM Christian Böhm, Frank Fiedler, Annahita Oswald, Claudia Plant, Bianca Wackersreuther
2008	J	`jnl`	Global Correlation Clustering Based on the Hough Transform. Stat. Anal. Data Min. Elke Achtert, Christian Böhm, Jörn David, Peer Kröger, Arthur Zimek
2008	B	`conf`	HISSCLU: a hierarchical density-based method for semi-supervised clustering. EDBT Christian Böhm, Claudia Plant
2008	—	`conf`	Outlier-robust clustering using independent components. SIGMOD Conference Christian Böhm, Christos Faloutsos, Claudia Plant
2008	—	`ch.`	Pyramid Technique. Encyclopedia of GIS Christian Böhm
2008	A	`conf`	Robust Clustering in Arbitrarily Oriented Subspaces. SDM Elke Achtert, Christian Böhm, Jörn David, Peer Kröger, Arthur Zimek
2007	B	`conf`	Detection and Visualization of Subspace Cluster Hierarchies. DASFAA Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek
2007	Misc	`conf`	Effective and Efficient Indexing for Large Video Databases. BTW Christian Böhm, Peter Kunath, Alexey Pryakhin, Matthias Schubert
2007	Misc	`conf`	Efficient Reverse k-Nearest Neighbor Estimation. BTW Elke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2007	J	`jnl`	Efficient reverse Inform. Forsch. Entwickl. Elke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2007	A*	`conf`	Efficiently Processing Continuous k-NN Queries on Data Streams. ICDE Christian Böhm, Beng Chin Ooi, Claudia Plant, Ying Yan
2007	B	`conf`	On Exploring Complex Relationships of Correlation Clusters. SSDBM Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek
2007	A*	`conf`	ProVeR: Probabilistic Video Retrieval using the Gauss-Tree. ICDE Christian Böhm, Michael Gruber, Peter Kunath, Alexey Pryakhin, Matthias Schubert
2007	B	`conf`	Querying Objects Modeled by Arbitrary Probability Distributions. SSTD Christian Böhm, Peter Kunath, Alexey Pryakhin, Matthias Schubert
2007	J	`jnl`	RIC: Parameter-free noise-robust clustering. ACM Trans. Knowl. Discov. Data Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant
2007	A	`conf`	Robust, Complete, and Efficient Correlation Clustering. SDM Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek
2006	B	`ed.`	Advances in Database Technology - EDBT 2006, 10th International Conference on Extending Database Technology, Munich, Germany, March 26-31, 2006, Proceedings EDBT Yannis E. Ioannidis, Marc H. Scholl, Joachim W. Schmidt, Florian Matthes, Michael Hatzopoulos, Klemens Böhm, Alfons Kemper, Torsten Grust, Christian Böhm
2006	A	`conf`	Approximate reverse k-nearest neighbor queries in general metric spaces. CIKM Elke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2006	B	`conf`	DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking. PAKDD Elke Achtert, Christian Böhm, Peer Kröger
2006	A*	`conf`	Deriving quantitative models for correlation clusters. KDD Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek
2006	—	`conf`	Efficient reverse k-nearest neighbor search in arbitrary metric spaces. SIGMOD Conference Elke Achtert, Christian Böhm, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz
2006	J	`jnl`	Enhancing instance-based classification with local density: a new algorithm for classifying unbalanced biomedical data. Bioinform. Claudia Plant, Christian Böhm, Bernhard Tilg, Christian Baumgartner
2006	—	`conf`	Finding Hierarchies of Subspace Clusters. PKDD Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek
2006	J	`jnl`	Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken. Datenbank-Spektrum Elke Achtert, Christian Böhm, Stefan Brecheisen, Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin, Matthias Renz, Matthias Schubert
2006	B	`conf`	Mining Hierarchies of Correlation Clusters. SSDBM Elke Achtert, Christian Böhm, Peer Kröger, Arthur Zimek
2006	B	`conf`	Probabilistic Ranking Queries on Gaussians. SSDBM Christian Böhm, Alexey Pryakhin, Matthias Schubert
2006	A*	`conf`	Robust information-theoretic clustering. KDD Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant
2006	A*	`conf`	The Gauss-Tree: Efficient Object Identification in Databases of Probabilistic Feature Vectors. ICDE Christian Böhm, Alexey Pryakhin, Matthias Schubert
2005	J	`jnl`	Functional Cluster Analysis of CT Perfusion Maps: A New Tool for Diagnosis of Acute Stroke? J. Digit. Imaging Christian Baumgartner, Kurt Gautsch, Christian Böhm, Stephan Felber
2005	J	`jnl`	Modelling of classification rules on metabolic patterns including machine learning and expert knowledge. J. Biomed. Informatics Christian Baumgartner, Christian Böhm, Daniela Baumgartner
2005	A*	`conf`	Online Hierarchical Clustering in a Data Warehouse Environment. ICDM Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger
2005	B	`conf`	Selectivity Estimation of High Dimensional Window Queries via Clustering. SSTD Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Petra Linhart
2004	—	`conf`	Computing Clusters of Correlation Connected Objects. SIGMOD Conference Christian Böhm, Karin Kailing, Peer Kröger, Arthur Zimek
2004	A*	`conf`	Density Connected Clustering with Local Subspace Preferences. ICDM Christian Böhm, Karin Kailing, Hans-Peter Kriegel, Peer Kröger
2004	J	`jnl`	Immer größere und komplexere Datenmengen: Herausforderungen für Clustering-Algorithmen. Datenbank-Spektrum Christian Böhm, Karin Kailing, Peer Kröger, Hans-Peter Kriegel
2004	J	`jnl`	Supervised machine learning techniques for the classification of metabolic disorders in newborns. Bioinform. Christian Baumgartner, Christian Böhm, Daniela Baumgartner, G. Marini, Klaus Weinberger, B. Olgemöller, B. Liebl, A. A. Roscher
2004	J	`jnl`	The Knowl. Inf. Syst. Christian Böhm, Florian Krebs
2003	C	`conf`	Supporting KDD Applications by the k-Nearest Neighbor Join. DEXA Christian Böhm, Florian Krebs
2002	J	`jnl`	Combining Approximation Techniques and Vector Quantization for Adaptable Similarity Search. J. Intell. Inf. Syst. Christian Böhm, Hans-Peter Kriegel, Thomas Seidl
2002	A*	`conf`	High Performance Data Mining Using the Nearest Neighbor Join. ICDM Christian Böhm, Florian Krebs
2002	B	`conf`	Optimal Dimension Order: A Generic Technique for the Similarity Join. DaWaK Christian Böhm, Florian Krebs, Hans-Peter Kriegel
2002	J	`jnl`	Optimale Dimensionswahl bei der Bearbeitung des Similarity Join. Inform. Forsch. Entwickl. Christian Böhm, Hans-Peter Kriegel
2001	A*	`conf`	A Cost Model and Index Architecture for the Similarity Join. ICDE Christian Böhm, Hans-Peter Kriegel
2001	B	`conf`	Adaptable Similarity Search Using Vector Quantization. DaWaK Christian Böhm, Hans-Peter Kriegel, Thomas Seidl
2001	B	`conf`	Determining the Convex Hull in Large Multidimensional Databases. DaWaK Christian Böhm, Hans-Peter Kriegel
2001	—	`conf`	Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High-Dimensional Data. SIGMOD Conference Christian Böhm, Bernhard Braunmüller, Florian Krebs, Hans-Peter Kriegel
2001	A	`conf`	On Optimizing Nearest Neighbor Queries in High-Dimensional Data Spaces. ICDT Stefan Berchtold, Christian Böhm, Daniel A. Keim, Florian Krebs, Hans-Peter Kriegel
2001	J	`jnl`	Searching in high-dimensional spaces: Index structures for improving the performance of multimedia databases. ACM Comput. Surv. Christian Böhm, Stefan Berchtold, Daniel A. Keim
2000	J	`jnl`	A cost model for query processing in high dimensional data spaces. ACM Trans. Database Syst. Christian Böhm
2000	B	`conf`	Dynamically Optimizing High-Dimensional Index Structures. EDBT Christian Böhm, Hans-Peter Kriegel
2000	—	`conf`	Efficient Similarity Search in Digital Libraries. ADL Christian Böhm, Bernhard Braunmüller, Hans-Peter Kriegel, Matthias Schubert
2000	A	`conf`	High Performance Clustering Based on the Similarity Join. CIKM Christian Böhm, Bernhard Braunmüller, Markus M. Breunig, Hans-Peter Kriegel
2000	A*	`conf`	Independent Quantization: An Index Compression Technique for High-Dimensional Data Spaces. ICDE Stefan Berchtold, Christian Böhm, H. V. Jagadish, Hans-Peter Kriegel, Jörg Sander
2000	J	`jnl`	Multidimensional Index Structures in Relational Databases. J. Intell. Inf. Syst. Christian Böhm, Stefan Berchtold, Hans-Peter Kriegel, Urs Michel
2000	B	`conf`	Optimal Multidimensional Query Processing Using Tree Striping. DaWaK Stefan Berchtold, Christian Böhm, Daniel A. Keim, Hans-Peter Kriegel, Xiaowei Xu
2000	B	`conf`	The Pruning Power: Theory and Heuristics for Mining Databases with Multiple DaWaK Christian Böhm, Bernhard Braunmüller, Hans-Peter Kriegel
1999	B	`conf`	Efficient Bulk Loading of Large High-Dimensional Indexes. DaWaK Christian Böhm, Hans-Peter Kriegel
1999	J	`jnl`	Efficiently Indexing High-Dimensional Data Spaces (Abstract). Datenbank Rundbr. Christian Böhm
1999	B	`conf`	Implementation of Multidimensional Index Structures for Knowledge Discovery in Relational Databases. DaWaK Stefan Berchtold, Christian Böhm, Hans-Peter Kriegel, Urs Michel
1999	—	`conf`	XZ-Ordering: A Space-Filling Curve for Objects with Spatial Extension. SSD Christian Böhm, Gerald Klump, Hans-Peter Kriegel
1998	—	`—`	Efficiently Indexing High-Dimensional Data Spaces. Christian Böhm
1998	B	`conf`	Improving the Query Performance of High-Dimensional Index Structures by Bulk-Load Operations. EDBT Stefan Berchtold, Christian Böhm, Hans-Peter Kriegel
1998	—	`conf`	The Pyramid-Technique: Towards Breaking the Curse of Dimensionality. SIGMOD Conference Stefan Berchtold, Christian Böhm, Hans-Peter Kriegel
1997	A*	`conf`	A Cost Model For Nearest Neighbor Search in High-Dimensional Data Space. PODS Stefan Berchtold, Christian Böhm, Daniel A. Keim, Hans-Peter Kriegel
1997	—	`conf`	Fast Parallel Similarity Search in Multimedia Databases. SIGMOD Conference Stefan Berchtold, Christian Böhm, Bernhard Braunmüller, Daniel A. Keim, Hans-Peter Kriegel
1995	C	`conf`	Prints of the 17th Century in a Distributed Digital Library System DEXA Christian Böhm, A. Oppitz, Pavel Vogel, Stephan Wiesener