| 2025 | ICDM | MNN-Closure Meets Local Maxima: A Double-Knee Approach to Anomaly Detection. | Walid Durani, Philipp Jahn, Thomas Seidl, Claudia Plant, Christian Bhm |
| 2025 | ICML | Weakly Supervised Anomaly Detection via Dual-Tailed Kernel. | Walid Durani, Tobias Nitzl, Claudia Plant, Christian Bhm |
| 2025 | IJCAI | Scalable Graph Classification via Random Walk Fingerprints (Extended Abstract). | Peiyan Li, Honglian Wang, Christian Bhm |
| 2025 | SDM | DMDHC: Discovery of Multi-Density Hierarchical Cluster Structures. | Walid Durani, Dominik Mautz, Claudia Plant, Christian Bhm |
| 2024 | ICDM | SHADE: Deep Density-based Clustering. | Anna Beer, Pascal Weber, Lukas Miklautz, Collin Leiber, Walid Durani, Christian Bhm, Claudia Plant |
| 2024 | ICDM | DynoGraph: Dynamic Graph Construction for Nonlinear Dimensionality Reduction. | Li Qian, Claudia Plant, Yalan Qin, Jing Qian, Christian Bhm |
| 2024 | ICDM | Scalable Graph Classification via Random Walk Fingerprints. | Peiyan Li, Honglian Wang, Christian Bhm |
| 2024 | ICDM | ADOD: Adaptive Density Outlier Detection. | Li Qian, Jing Qian, Xin Sun, Wengang Guo, Christian Bhm |
| 2023 | CIKM | Application of Deep Clustering Algorithms. | Collin Leiber, Lukas Miklautz, Claudia Plant, Christian Bhm |
| 2023 | DSAA | Non-Redundant Image Clustering of Early Medieval Glass Beads. | Lukas Miklautz, Andrii Shkabrii, Collin Leiber, Bendeguz Tobias, Benedict Seidl, Elisabeth Weissensteiner, Andreas Rausch, Christian Bhm, Claudia Plant |
| 2023 | ICDE | Incorporating User's Preference into Attributed Graph Clustering : Extended abstract. | Wei Ye, Dominik Mautz, Christian Bhm, Ambuj K. Singh, Claudia Plant |
| 2023 | ICDM | Benchmarking Deep Clustering Algorithms With ClustPy. | Collin Leiber, Lukas Miklautz, Claudia Plant, Christian Bhm |
| 2023 | ICDM | Interpretable Subgraph Feature Extraction for Hyperlink Prediction. | Peiyan Li, Liming Pan, Kai Li, Claudia Plant, Christian Bhm |
| 2023 | ICDM | Adversarial Anomaly Detection using Gaussian Priors and Nonlinear Anomaly Scores. | Fiete Ler, Tobias Weber, Maxim Dolgich, Christian Bhm |
| 2023 | SDM | Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering. | Lena G. M. Bauer, Collin Leiber, Christian Bhm, Claudia Plant |
| 2023 | SDM | Influence without Authority: Maximizing Information Coverage in Hypergraphs. | Peiyan Li, Honglian Wang, Kai Li, Christian Bhm |
| 2022 | ICDM | DBHD: Density-based clustering for highly varying density. | Walid Durani, Dominik Mautz, Claudia Plant, Christian Bhm |
| 2022 | ICDM | Deep Clustering With Consensus Representations. | Lukas Miklautz, Martin Teuffenbach, Pascal Weber, Rona Perjuci, Walid Durani, Christian Bhm, Claudia Plant |
| 2022 | KDD | The DipEncoder: Enforcing Multimodality in Autoencoders. | Collin Leiber, Lena G. M. Bauer, Michael Neumayr, Claudia Plant, Christian Bhm |
| 2022 | SDM | Automatic Parameter Selection for Non-Redundant Clustering. | Collin Leiber, Dominik Mautz, Claudia Plant, Christian Bhm |
| 2021 | ICDM | Density-Based Clustering for Adaptive Density Variation. | Li Qian, Claudia Plant, Christian Bhm |
| 2021 | IJCAI | Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces. | Lukas Miklautz, Lena G. M. Bauer, Dominik Mautz, Sebastian Tschiatschek, Christian Bhm, Claudia Plant |
| 2021 | KDD | Dip-based Deep Embedded Clustering with k-Estimation. | Collin Leiber, Lena G. M. Bauer, Benjamin Schelling, Christian Bhm, Claudia Plant |
| 2020 | AAAI | Deep Embedded Non-Redundant Clustering. | Lukas Miklautz, Dominik Mautz, Muzaffer Can Altinigneli, Christian Bhm, Claudia Plant |
| 2020 | ICDE | Hierarchical Quick Shift Guided Recurrent Clustering. | Muzaffer Can Altinigneli, Lukas Miklautz, Christian Bhm, Claudia Plant |
| 2020 | ICDM | Community Attention Network for Semi-supervised Node Classification. | Zhongjing Yu, Han Wang, Yang Liu, Christian Bhm, Junming Shao |
| 2020 | IJCAI | Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression. | Peiyan Li, Honglian Wang, Christian Bhm, Junming Shao |
| 2020 | KDD | Data Compression as a Comprehensive Framework for Graph Drawing and Representation Learning. | Claudia Plant, Sonja Biedermann, Christian Bhm |
| 2019 | AAAI | Network Structure and Transfer Behaviors Embedding via Deep Prediction Model. | Xin Sun, Zenghui Song, Junyu Dong, Yongbo Yu, Claudia Plant, Christian Bhm |
| 2019 | GI | Discovering Non-Redundant K-means Clusterings in Optimal Subspaces. | Dominik Mautz, Wei Ye, Claudia Plant, Christian Bhm |
| 2019 | ICDM | Anomaly Detection in Time Series using Generative Adversarial Networks. | Fiete Ler, Dominik Mautz, Christian Bhm |
| 2019 | ICDM | Deep Embedded Cluster Tree. | Dominik Mautz, Claudia Plant, Christian Bhm |
| 2019 | PAKDD | Clustering of Mixed-Type Data Considering Concept Hierarchies. | Sahar Behzadi, Nikola S. Mller, Claudia Plant, Christian Bhm |
| 2019 | SIGMOD | Cache-oblivious High-performance Similarity Join. | Martin Perdacher, Claudia Plant, Christian Bhm |
| 2018 | KDD | Discovering Non-Redundant K-means Clusterings in Optimal Subspaces. | Dominik Mautz, Wei Ye, Claudia Plant, Christian Bhm |
| 2017 | DaWaK | Knowledge Discovery of Complex Data Using Gaussian Mixture Models. | Linfei Zhou, Wei Ye, Claudia Plant, Christian Bhm |
| 2017 | DEXA | Indexing Multiple-Instance Objects. | Linfei Zhou, Wei Ye, Zhen Wang, Claudia Plant, Christian Bhm |
| 2017 | DEXA | Novel Indexing Strategy and Similarity Measures for Gaussian Mixture Models. | Linfei Zhou, Wei Ye, Bianca Wackersreuther, Claudia Plant, Christian Bhm |
| 2017 | ICDE | Joint Gaussian Based Measures for Multiple-Instance Learning. | Linfei Zhou, Claudia Plant, Christian Bhm |
| 2017 | KDD | Towards an Optimal Subspace for K-Means. | Dominik Mautz, Wei Ye, Claudia Plant, Christian Bhm |
| 2017 | KDD | Learning from Labeled and Unlabeled Vertices in Networks. | Wei Ye, Linfei Zhou, Dominik Mautz, Claudia Plant, Christian Bhm |
| 2017 | SDM | Multi-core K-means. | Christian Bhm, Martin Perdacher, Claudia Plant |
| 2016 | ICDM | MeGS: Partitioning Meaningful Subgraph Structures Using Minimum Description Length. | Sebastian Goebl, Annika Tonch, Christian Bhm, Claudia Plant |
| 2016 | ICDM | Subspace Clustering Ensembles through Tensor Decomposition. | Dominik Mautz, Christian Bhm, Claudia Plant |
| 2016 | ICDM | Gaussian Component Based Index for GMMs. | Linfei Zhou, Bianca Wackersreuther, Frank Fiedler, Claudia Plant, Christian Bhm |
| 2016 | KDD | FUSE: Full Spectral Clustering. | Wei Ye, Sebastian Goebl, Claudia Plant, Christian Bhm |
| 2015 | BTW | Musical similarity analysis based on chroma features and text retrieval methods. | David Englmeier, Nina C. Hubig, Sebastian Goebl, Christian Bhm |
| 2015 | BTW | Development and evaluation of a facebook-based product advisor for online dating sites. | Martin Winter, Sebastian Goebl, Nina C. Hubig, Christopher Pleines, Christian Bhm |
| 2015 | ICDM | Mining Massive Vector Data on Single Instruction Multiple Data Microarchitectures. | Christian Bhm, Claudia Plant |
| 2014 | ICDM | Finding the Optimal Subspace for Clustering. | Sebastian Goebl, Xiao He, Claudia Plant, Christian Bhm |
| 2013 | ICDM | Compression-Based Graph Mining Exploiting Structure Primitives. | Jing Feng, Xiao He, Nina C. Hubig, Christian Bhm, Claudia Plant |
| 2013 | ICDM | Active Density-Based Clustering. | Son T. Mai, Xiao He, Nina C. Hubig, Claudia Plant, Christian Bhm |
| 2013 | KDD | Massively parallel expectation maximization using graphics processing units. | Muzaffer Can Altinigneli, Claudia Plant, Christian Bhm |
| 2013 | PAKDD | Robust Synchronization-Based Graph Clustering. | Junming Shao, Xiao He, Qinli Yang, Claudia Plant, Christian Bhm |
| 2013 | SDM | Efficient Anytime Density-based Clustering. | Christian Bhm, Jing Feng, Xiao He, Son T. Mai |
| 2012 | ICDE | Searching Uncertain Data Represented by Non-axis Parallel Gaussian Mixture Models. | Katrin Haegler, Frank Fiedler, Christian Bhm |
| 2012 | KDD | Summarization-based mining bipartite graphs. | Jing Feng, Xiao He, Bettina Konte, Christian Bhm, Claudia Plant |
| 2012 | TrustBus | Efficient Comparison of Encrypted Biometric Templates. | Michael Dorn, Peter Wackersreuther, Christian Bhm |
| 2011 | BTW | Filtertechniken fr geschtzte biometrische Datenbanken. | Christian Bhm, Ines Frber, Sergej Fries, Ulrike Korte, Johannes Merkle, Annahita Oswald, Thomas Seidl, Bianca Wackersreuther, Peter Wackersreuther |
| 2011 | DEXA | Genetic Algorithm for Finding Cluster Hierarchies. | Christian Bhm, Annahita Oswald, Christian Richter, Bianca Wackersreuther, Peter Wackersreuther |
| 2011 | ICDM | Detection of Arbitrarily Oriented Synchronized Clusters in High-Dimensional Data. | Junming Shao, Claudia Plant, Qinli Yang, Christian Bhm |
| 2011 | KDD | INCONCO: interpretable clustering of numerical and categorical objects. | Claudia Plant, Christian Bhm |
| 2011 | SDM | Weighted Graph Compression for Parameter-free Clustering With PaCCo. | Nikola Mller, Katrin Haegler, Junming Shao, Claudia Plant, Christian Bhm |
| 2010 | ICDM | Parallel EM-Clustering: Fast Convergence by Asynchronous Model Updates. | Claudia Plant, Christian Bhm |
| 2010 | ICDM | Combining Time Series Similarity with Density-Based Clustering to Identify Fiber Bundles in the Human Brain. | Junming Shao, Klaus Hahn, Qinli Yang, Christian Bhm, Afra M. Wohlschlger, Nicholas Myers, Claudia Plant |
| 2010 | KDD | Clustering by synchronization. | Christian Bhm, Claudia Plant, Junming Shao, Qinli Yang |
| 2010 | PAKDD | Integrative Parameter-Free Clustering of Data with Mixed Type Attributes. | Christian Bhm, Sebastian Goebl, Annahita Oswald, Claudia Plant, Michael Plavinski, Bianca Wackersreuther |
| 2010 | PAKDD | SkyDist: Data Mining on Skyline Objects. | Christian Bhm, Annahita Oswald, Claudia Plant, Michael Plavinski, Bianca Wackersreuther |
| 2009 | BTW | Model-based Classification of Data with Time Series-valued Attributes. | Christian Bhm, L. Ler, Claudia Plant, Andrew Zherdin |
| 2009 | BTW | Indexsupported Similarity Join on Graphics Processors. | Christian Bhm, Robert Noll, Claudia Plant, Andrew Zherdin |
| 2009 | CIKM | Probabilistic skyline queries. | Christian Bhm, Frank Fiedler, Annahita Oswald, Claudia Plant, Bianca Wackersreuther |
| 2009 | CIKM | Density-based clustering using graphics processors. | Christian Bhm, Robert Noll, Claudia Plant, Bianca Wackersreuther |
| 2009 | KDD | CoCo: coding cost for parameter-free outlier detection. | Christian Bhm, Katrin Haegler, Nikola S. Mller, Claudia Plant |
| 2008 | EDBT | HISSCLU: a hierarchical density-based method for semi-supervised clustering. | Christian Bhm, Claudia Plant |
| 2008 | SIGMOD | Outlier-robust clustering using independent components. | Christian Bhm, Christos Faloutsos, Claudia Plant |
| 2008 | SDM | Robust Clustering in Arbitrarily Oriented Subspaces. | Elke Achtert, Christian Bhm, Jrn David, Peer Krger, Arthur Zimek |
| 2007 | BTW | Efficient Reverse k-Nearest Neighbor Estimation. | Elke Achtert, Christian Bhm, Peer Krger, Peter Kunath, Alexey Pryakhin, Matthias Renz |
| 2007 | BTW | Effective and Efficient Indexing for Large Video Databases. | Christian Bhm, Peter Kunath, Alexey Pryakhin, Matthias Schubert |
| 2007 | DASFAA | Detection and Visualization of Subspace Cluster Hierarchies. | Elke Achtert, Christian Bhm, Hans-Peter Kriegel, Peer Krger, Ina Mller-Gorman, Arthur Zimek |
| 2007 | ICDE | ProVeR: Probabilistic Video Retrieval using the Gauss-Tree. | Christian Bhm, Michael Gruber, Peter Kunath, Alexey Pryakhin, Matthias Schubert |
| 2007 | ICDE | Efficiently Processing Continuous k-NN Queries on Data Streams. | Christian Bhm, Beng Chin Ooi, Claudia Plant, Ying Yan |
| 2007 | SDM | Robust, Complete, and Efficient Correlation Clustering. | Elke Achtert, Christian Bhm, Hans-Peter Kriegel, Peer Krger, Arthur Zimek |
| 2007 | SSDBM | On Exploring Complex Relationships of Correlation Clusters. | Elke Achtert, Christian Bhm, Hans-Peter Kriegel, Peer Krger, Arthur Zimek |
| 2006 | CIKM | Approximate reverse k-nearest neighbor queries in general metric spaces. | Elke Achtert, Christian Bhm, Peer Krger, Peter Kunath, Alexey Pryakhin, Matthias Renz |
| 2006 | ICDE | The Gauss-Tree: Efficient Object Identification in Databases of Probabilistic Feature Vectors. | Christian Bhm, Alexey Pryakhin, Matthias Schubert |
| 2006 | KDD | Deriving quantitative models for correlation clusters. | Elke Achtert, Christian Bhm, Hans-Peter Kriegel, Peer Krger, Arthur Zimek |
| 2006 | KDD | Robust information-theoretic clustering. | Christian Bhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant |
| 2006 | PAKDD | DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking. | Elke Achtert, Christian Bhm, Peer Krger |
| 2006 | SIGMOD | Efficient reverse k-nearest neighbor search in arbitrary metric spaces. | Elke Achtert, Christian Bhm, Peer Krger, Peter Kunath, Alexey Pryakhin, Matthias Renz |
| 2006 | SSDBM | Mining Hierarchies of Correlation Clusters. | Elke Achtert, Christian Bhm, Peer Krger, Arthur Zimek |
| 2006 | SSDBM | Probabilistic Ranking Queries on Gaussians. | Christian Bhm, Alexey Pryakhin, Matthias Schubert |
| 2005 | ICDM | Online Hierarchical Clustering in a Data Warehouse Environment. | Elke Achtert, Christian Bhm, Hans-Peter Kriegel, Peer Krger |
| 2004 | ICDM | Density Connected Clustering with Local Subspace Preferences. | Christian Bhm, Karin Kailing, Hans-Peter Kriegel, Peer Krger |
| 2004 | SIGMOD | Computing Clusters of Correlation Connected Objects. | Christian Bhm, Karin Kailing, Peer Krger, Arthur Zimek |
| 2003 | DEXA | Supporting KDD Applications by the k-Nearest Neighbor Join. | Christian Bhm, Florian Krebs |
| 2002 | DaWaK | Optimal Dimension Order: A Generic Technique for the Similarity Join. | Christian Bhm, Florian Krebs, Hans-Peter Kriegel |
| 2002 | ICDM | High Performance Data Mining Using the Nearest Neighbor Join. | Christian Bhm, Florian Krebs |
| 2001 | DaWaK | Determining the Convex Hull in Large Multidimensional Databases. | Christian Bhm, Hans-Peter Kriegel |
| 2001 | DaWaK | Adaptable Similarity Search Using Vector Quantization. | Christian Bhm, Hans-Peter Kriegel, Thomas Seidl |
| 2001 | ICDE | A Cost Model and Index Architecture for the Similarity Join. | Christian Bhm, Hans-Peter Kriegel |
| 2001 | ICDT | On Optimizing Nearest Neighbor Queries in High-Dimensional Data Spaces. | Stefan Berchtold, Christian Bhm, Daniel A. Keim, Florian Krebs, Hans-Peter Kriegel |
| 2001 | SIGMOD | Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High-Dimensional Data. | Christian Bhm, Bernhard Braunmller, Florian Krebs, Hans-Peter Kriegel |
| 2000 | CIKM | High Performance Clustering Based on the Similarity Join. | Christian Bhm, Bernhard Braunmller, Markus M. Breunig, Hans-Peter Kriegel |
| 2000 | DaWaK | Optimal Multidimensional Query Processing Using Tree Striping. | Stefan Berchtold, Christian Bhm, Daniel A. Keim, Hans-Peter Kriegel, Xiaowei Xu |
| 2000 | DaWaK | The Pruning Power: Theory and Heuristics for Mining Databases with Multiple | Christian Bhm, Bernhard Braunmller, Hans-Peter Kriegel |
| 2000 | EDBT | Dynamically Optimizing High-Dimensional Index Structures. | Christian Bhm, Hans-Peter Kriegel |
| 2000 | ICDE | Independent Quantization: An Index Compression Technique for High-Dimensional Data Spaces. | Stefan Berchtold, Christian Bhm, H. V. Jagadish, Hans-Peter Kriegel, Jrg Sander |
| 1999 | DaWaK | Implementation of Multidimensional Index Structures for Knowledge Discovery in Relational Databases. | Stefan Berchtold, Christian Bhm, Hans-Peter Kriegel, Urs Michel |
| 1999 | DaWaK | Efficient Bulk Loading of Large High-Dimensional Indexes. | Christian Bhm, Hans-Peter Kriegel |
| 1998 | EDBT | Improving the Query Performance of High-Dimensional Index Structures by Bulk-Load Operations. | Stefan Berchtold, Christian Bhm, Hans-Peter Kriegel |
| 1998 | SIGMOD | The Pyramid-Technique: Towards Breaking the Curse of Dimensionality. | Stefan Berchtold, Christian Bhm, Hans-Peter Kriegel |
| 1997 | PODS | A Cost Model For Nearest Neighbor Search in High-Dimensional Data Space. | Stefan Berchtold, Christian Bhm, Daniel A. Keim, Hans-Peter Kriegel |
| 1997 | SIGMOD | Fast Parallel Similarity Search in Multimedia Databases. | Stefan Berchtold, Christian Bhm, Bernhard Braunmller, Daniel A. Keim, Hans-Peter Kriegel |
| 1995 | DEXA | Prints of the 17th Century in a Distributed Digital Library System | Christian Bhm, A. Oppitz, Pavel Vogel, Stephan Wiesener |