Christian Böhm

ORCID

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 63

Top Venues

Ludwig Maximilian University of Munich, Germany (PHD)

Education History

Ludwig Maximilian University of Munich, Germany

PHD

Publications

Lena G. M. Bauer, Collin Leiber, Christian Böhm, Claudia Plant
Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering. SDM (2023)
Collin Leiber, Dominik Mautz, Claudia Plant, Christian Böhm
Automatic Parameter Selection for Non-Redundant Clustering. CoRR (2023)
Mahmoud Sesa, Hagen Holthusen, Lukas Lamm, Christian Böhm, Tim Brepols, Stefan Jockenhövel, Stefanie Reese
Mechanical modeling of the maturation process for tissue-engineered implants: application to biohybrid heart valves. CoRR (2023)
Mauritius Klein, Collin Leiber, Christian Böhm
k-SubMix: Common Subspace Clustering on Mixed-Type Data. ECML/PKDD (1) (2023)
Peiyan Li, Honglian Wang, Kai Li, Christian Böhm
Influence without Authority: Maximizing Information Coverage in Hypergraphs. SDM (2023)
Lukas Miklautz, Andrii Shkabrii, Collin Leiber, Bendeguz Tobias, Benedict Seidl, Elisabeth Weissensteiner, Andreas Rausch, Christian Böhm, Claudia Plant
Non-Redundant Image Clustering of Early Medieval Glass Beads. DSAA (2023)
Mahmoud Sesa, Hagen Holthusen, Lukas Lamm, Christian Böhm, Tim Brepols, Stefan Jockenhövel, Stefanie Reese
Mechanical modeling of the maturation process for tissue-engineered implants: Application to biohybrid heart valves. Comput. Biol. Medicine 167 (2023)
Thijs Heijligenberg, Guido Knips, Christian Böhm, David Rupprecht, Katharina Kohls
BigMac: Performance Overhead of User Plane Integrity Protection in 5G Networks. WISEC (2023)
Lena G. M. Bauer, Collin Leiber, Christian Böhm, Claudia Plant
Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering. CoRR (2023)
Fiete Lüer, Tobias Weber, Maxim Dolgich, Christian Böhm
Adversarial Anomaly Detection using Gaussian Priors and Nonlinear Anomaly Scores. CoRR (2023)
Xin Sun, Zenghui Song, Yongbo Yu, Junyu Dong, Claudia Plant, Christian Böhm
Network Embedding via Deep Prediction Model. IEEE Trans. Big Data 9 (2) (2023)
Collin Leiber, Lukas Miklautz, Claudia Plant, Christian Böhm
Application of Deep Clustering Algorithms. CIKM (2023)
Wei Ye, Dominik Mautz, Christian Böhm, Ambuj K. Singh, Claudia Plant
Incorporating User's Preference into Attributed Graph Clustering : Extended abstract. ICDE (2023)
Collin Leiber, Lena G. M. Bauer, Michael Neumayr, Claudia Plant, Christian Böhm
The DipEncoder: Enforcing Multimodality in Autoencoders. KDD (2022)
Lukas Miklautz, Martin Teuffenbach, Pascal Weber, Rona Perjuci, Walid Durani, Christian Böhm, Claudia Plant
Deep Clustering With Consensus Representations. CoRR (2022)
Walid Durani, Dominik Mautz, Claudia Plant, Christian Böhm
DBHD: Density-based clustering for highly varying density. ICDM (2022)
Wei Han, Yangqiming Wang, Christian Böhm, Junming Shao
An Interpretable Neuron Embedding for Static Knowledge Distillation. CoRR (2022)
Pranava Mummoju, Anna Wolff, Martin Perdacher, Claudia Plant, Christian Böhm
Enhancing k-Means Algorithm with Tensor Processing Unit. Big Data (2022)
Lukas Miklautz, Martin Teuffenbach, Pascal Weber, Rona Perjuci, Walid Durani, Christian Böhm, Claudia Plant
Deep Clustering With Consensus Representations. ICDM (2022)
Collin Leiber, Dominik Mautz, Claudia Plant, Christian Böhm
Automatic Parameter Selection for Non-Redundant Clustering. SDM (2022)
Xin Sun, Zenghui Song, Yongbo Yu, Junyu Dong, Claudia Plant, Christian Böhm
Network Embedding via Deep Prediction Model. CoRR (2021)
Lukas Miklautz, Lena G. M. Bauer, Dominik Mautz, Sebastian Tschiatschek, Christian Böhm, Claudia Plant
Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces. IJCAI (2021)
Wei Ye, Dominik Mautz, Christian Böhm, Ambuj K. Singh, Claudia Plant
Incorporating User's Preference into Attributed Graph Clustering. IEEE Trans. Knowl. Data Eng. 33 (12) (2021)
Li Qian, Claudia Plant, Christian Böhm
Density-Based Clustering for Adaptive Density Variation. ICDM (2021)
Xin Sun, Yongbo Yu, Yao Liang, Junyu Dong, Claudia Plant, Christian Böhm
Fusing attributed and topological global-relations for network embedding. Inf. Sci. 558 (2021)
Collin Leiber, Lena G. M. Bauer, Benjamin Schelling, Christian Böhm, Claudia Plant
Dip-based Deep Embedded Clustering with k-Estimation. KDD (2021)
Christian Böhm, Martin Perdacher, Claudia Plant
A Novel Hilbert Curve for Cache-Locality Preserving Loops. IEEE Trans. Big Data 7 (2) (2021)
Martin Perdacher, Claudia Plant, Christian Böhm
Improved Data Locality Using Morton-order Curve on the Example of LU Decomposition. IEEE BigData (2020)
Christian Böhm, Claudia Plant
Massively Parallel Graph Drawing and Representation Learning. IEEE BigData (2020)
Lukas Miklautz, Dominik Mautz, Muzaffer Can Altinigneli, Christian Böhm, Claudia Plant
Deep Embedded Non-Redundant Clustering. AAAI (2020)
Sahar Behzadi, Nikola S. Müller, Claudia Plant, Christian Böhm
Clustering of mixed-type data considering concept hierarchies: problem specification and algorithm. Int. J. Data Sci. Anal. 10 (3) (2020)
Zhongjing Yu, Han Wang, Yang Liu, Christian Böhm, Junming Shao
Community Attention Network for Semi-supervised Node Classification. ICDM (2020)
Claudia Plant, Sonja Biedermann, Christian Böhm
Data Compression as a Comprehensive Framework for Graph Drawing and Representation Learning. KDD (2020)
Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
Non-Redundant Subspace Clusterings with Nr-Kmeans and Nr-DipMeans. ACM Trans. Knowl. Discov. Data 14 (5) (2020)
Dominik Mautz, Claudia Plant, Christian Böhm
DeepECT: The Deep Embedded Cluster Tree. Data Sci. Eng. 5 (4) (2020)
Muzaffer Can Altinigneli, Lukas Miklautz, Christian Böhm, Claudia Plant
Hierarchical Quick Shift Guided Recurrent Clustering. ICDE (2020)
Christian Böhm, Claudia Plant
Massively Parallel Random Number Generation. IEEE BigData (2020)
Wei Ye, Dominik Mautz, Christian Böhm, Ambuj K. Singh, Claudia Plant
Incorporating User's Preference into Attributed Graph Clustering. CoRR (2020)
Christian Böhm
Space-filling Curves for High-performance Data Mining. CoRR (2020)
Christian Böhm, Claudia Plant
Massively Parallel Graph Drawing and Representation Learning. CoRR (2020)
Peiyan Li, Honglian Wang, Christian Böhm, Junming Shao
Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression. IJCAI (2020)
Xin Sun, Zenghui Song, Junyu Dong, Yongbo Yu, Claudia Plant, Christian Böhm
Network Structure and Transfer Behaviors Embedding via Deep Prediction Model. AAAI (2019)
Sahar Behzadi, Nikola S. Müller, Claudia Plant, Christian Böhm
Clustering of Mixed-Type Data Considering Concept Hierarchies. PAKDD (1) (2019)
Martin Perdacher, Claudia Plant, Christian Böhm
Cache-oblivious High-performance Similarity Join. SIGMOD Conference (2019)
Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
Discovering Non-Redundant K-means Clusterings in Optimal Subspaces. GI-Jahrestagung (2019)
Fiete Lüer, Dominik Mautz, Christian Böhm
Anomaly Detection in Time Series using Generative Adversarial Networks. ICDM Workshops (2019)
Dominik Mautz, Claudia Plant, Christian Böhm
Deep Embedded Cluster Tree. ICDM (2019)
Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
Discovering Non-Redundant K-means Clusterings in Optimal Subspaces. KDD (2018)
Linfei Zhou, Wei Ye, Claudia Plant, Christian Böhm
Knowledge Discovery of Complex Data Using Gaussian Mixture Models. DaWaK (2017)
Linfei Zhou, Wei Ye, Bianca Wackersreuther, Claudia Plant, Christian Böhm
Novel Indexing Strategy and Similarity Measures for Gaussian Mixture Models. DEXA (2) (2017)
Linfei Zhou, Wei Ye, Zhen Wang, Claudia Plant, Christian Böhm
Indexing Multiple-Instance Objects. DEXA (2) (2017)
Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
Towards an Optimal Subspace for K-Means. KDD (2017)
Christian Böhm, Martin Perdacher, Claudia Plant
Multi-core K-means. SDM (2017)
Junming Shao, Xinzuo Wang, Qinli Yang, Claudia Plant, Christian Böhm
Synchronization-based scalable subspace clustering of high-dimensional data. Knowl. Inf. Syst. 52 (1) (2017)
Wei Ye, Linfei Zhou, Dominik Mautz, Claudia Plant, Christian Böhm
Learning from Labeled and Unlabeled Vertices in Networks. KDD (2017)
Wei Ye, Linfei Zhou, Xin Sun, Claudia Plant, Christian Böhm
Attributed Graph Clustering with Unimodal Normalized Cut. ECML/PKDD (1) (2017)
Linfei Zhou, Claudia Plant, Christian Böhm
Joint Gaussian Based Measures for Multiple-Instance Learning. ICDE (2017)
Linfei Zhou, Bianca Wackersreuther, Frank Fiedler, Claudia Plant, Christian Böhm
Gaussian Component Based Index for GMMs. ICDM (2016)
Sebastian Goebl, Annika Tonch, Christian Böhm, Claudia Plant
MeGS: Partitioning Meaningful Subgraph Structures Using Minimum Description Length. ICDM (2016)
Dominik Mautz, Christian Böhm, Claudia Plant
Subspace Clustering Ensembles through Tensor Decomposition. ICDM Workshops (2016)
Wei Ye, Sebastian Goebl, Claudia Plant, Christian Böhm
FUSE: Full Spectral Clustering. KDD (2016)
Linfei Zhou, Elisabeth Georgii, Claudia Plant, Christian Böhm
Covariate-Related Structure Extraction from Paired Data. ITBAM (2016)
Christian Böhm, Martin Perdacher, Claudia Plant
Cache-oblivious loops based on a novel space-filling curve. IEEE BigData (2016)
Christian Böhm, Claudia Plant
Mining Massive Vector Data on Single Instruction Multiple Data Microarchitectures. ICDM Workshops (2015)
Martin Winter, Sebastian Goebl, Nina C. Hubig, Christopher Pleines, Christian Böhm
Development and evaluation of a facebook-based product advisor for online dating sites. BTW Workshops (2015)
David Englmeier, Nina C. Hubig, Sebastian Goebl, Christian Böhm
Musical similarity analysis based on chroma features and text retrieval methods. BTW Workshops (2015)
Son T. Mai, Xiao He, Jing Feng, Claudia Plant, Christian Böhm
Anytime density-based clustering of complex data. Knowl. Inf. Syst. 45 (2) (2015)
Muzaffer Can Altinigneli, Bettina Konte, Dan Rujescir, Christian Böhm, Claudia Plant
Identification of SNP interactions using data-parallel primitives on GPUs. IEEE BigData (2014)
Sebastian Goebl, Xiao He, Claudia Plant, Christian Böhm
Finding the Optimal Subspace for Clustering. ICDM (2014)
Muzaffer Can Altinigneli, Claudia Plant, Christian Böhm
Massively parallel expectation maximization using graphics processing units. KDD (2013)
Junming Shao, Xiao He, Christian Böhm, Qinli Yang, Claudia Plant
Synchronization-Inspired Partitioning and Hierarchical Clustering. IEEE Trans. Knowl. Data Eng. 25 (4) (2013)
Jing Feng, Xiao He, Nina C. Hubig, Christian Böhm, Claudia Plant
Compression-Based Graph Mining Exploiting Structure Primitives. ICDM (2013)
Junming Shao, Xiao He, Qinli Yang, Claudia Plant, Christian Böhm
Robust Synchronization-Based Graph Clustering. PAKDD (1) (2013)
Son T. Mai, Xiao He, Nina C. Hubig, Claudia Plant, Christian Böhm
Active Density-Based Clustering. ICDM (2013)
Christian Böhm, Jing Feng, Xiao He, Son T. Mai
Efficient Anytime Density-based Clustering. SDM (2013)
Michael Dorn, Peter Wackersreuther, Christian Böhm
Efficient Comparison of Encrypted Biometric Templates. TrustBus (2012)
Claudia Plant, Son Thai Mai, Junming Shao, Fabian J. Theis, Anke Meyer-Baese, Christian Böhm
Measuring Non-Gaussianity by Phi-Transformed and Fuzzy Histograms. Adv. Artif. Neural Syst. 2012 (2012)
Jing Feng, Xiao He, Bettina Konte, Christian Böhm, Claudia Plant
Summarization-based mining bipartite graphs. KDD (2012)
Katrin Haegler, Frank Fiedler, Christian Böhm
Searching Uncertain Data Represented by Non-axis Parallel Gaussian Mixture Models. ICDE (2012)
Qinli Yang, Junming Shao, Miklas Scholz, Christian Böhm, Claudia Plant
Multi-label classification models for sustainable flood retention basins. Environ. Model. Softw. 32 (2012)
Christian Böhm, Annahita Oswald, Christian Richter, Bianca Wackersreuther, Peter Wackersreuther
Genetic Algorithm for Finding Cluster Hierarchies. DEXA (1) (2011)
Nikola Müller, Katrin Haegler, Junming Shao, Claudia Plant, Christian Böhm
Weighted Graph Compression for Parameter-free Clustering With PaCCo. SDM (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)
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) (2011)
Junming Shao, Claudia Plant, Qinli Yang, Christian Böhm
Detection of Arbitrarily Oriented Synchronized Clusters in High-Dimensional Data. ICDM (2011)
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)
Christian Böhm, Annahita Oswald, Felix Sappelt
JGrid/FCC: A Tool for Efficient Knowledge Extraction from MRI Scans. DEXA Workshops (2011)
Claudia Plant, Christian Böhm
INCONCO: interpretable clustering of numerical and categorical objects. KDD (2011)
Bianca Wackersreuther, Peter Wackersreuther, Annahita Oswald, Christian Böhm, Karsten M. Borgwardt
Frequent subgraph discovery in dynamic networks. MLG@KDD (2010)
Claudia Plant, Christian Böhm
Parallel EM-Clustering: Fast Convergence by Asynchronous Model Updates. ICDM Workshops (2010)
Christian Böhm, Frank Fiedler, Annahita Oswald, Claudia Plant, Bianca Wackersreuther, Peter Wackersreuther
ITCH: Information-Theoretic Cluster Hierarchies. ECML/PKDD (1) (2010)
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)
Fabian J. Theis, Nikola S. Müller, Claudia Plant, Christian Böhm
Robust Second-Order Source Separation Identifies Experimental Responses in Biomedical Imaging. LVA/ICA (2010)
Junming Shao, Christian Böhm, Qinli Yang, Claudia Plant
Synchronization Based Outlier Detection. ECML/PKDD (3) (2010)
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)
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) (2010)
Christian Böhm, Claudia Plant, Junming Shao, Qinli Yang
Clustering by synchronization. KDD (2010)
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. Int. J. Knowl. Discov. Bioinform. 1 (4) (2010)
Claudia Plant, Fabian J. Theis, Anke Meyer-Bäse, Christian Böhm
Information-Theoretic Model Selection for Independent Components. LVA/ICA (2010)
Christian Böhm, Annahita Oswald, Claudia Plant, Michael Plavinski, Bianca Wackersreuther
SkyDist: Data Mining on Skyline Objects. PAKDD (1) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christian Böhm