Claudia Plant
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
112
Venues
24
Active years
2004–2025
Best venue rank
A*
Where they publish
- A*ICDM34 papers
- A*KDD20 papers
- BPAKDD7 papers
- ASDM6 papers
- BDSAA4 papers
- A*ICDE4 papers
- CDEXA4 papers
- AECAI3 papers
- CFIE3 papers
- A*WWW3 papers
- ACIKM3 papers
- A*AAAI3 papers
- BEDBT2 papers
- BGI2 papers
- A*SIGMOD2 papers
- BDaWaK2 papers
- AMICCAI2 papers
- NationalBTW2 papers
- A*ICCV1 paper
- A*ICLR1 paper
- A*ICML1 paper
- AEACL1 paper
- BICPR1 paper
- A*IJCAI1 paper
Papers
112 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ECAI | Parameter Selection for DBSCAN: Insights from Persistent Homology. | Anna Beer, Ekaterina Kuznetsova, Claudia Plant |
| 2025 | ICCV | MultiADS: Defect-Aware Supervision for Multi-Type Anomaly Detection and Segmentation in Zero-Shot Learning. | Ylli Sadikaj, Hongkuan Zhou, Lavdim Halilaj, Stefan Schmid, Steffen Staab, Claudia Plant |
| 2025 | ICDM | Sc-GRIP: a Graph Convolutional Approach to Infer Gene Interaction Polarity from Single-Cell Data. | Carolina E. Atria, Yitao Cai, Pascal Weber, Anna Beer, Nils M. Kriege, Christian Boehm, Roger Revilla-i-Domingo, Claudia Plant |
| 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 | ICDM | Contrastive Joint Embedding of Attributed Multiplex Networks. | Ylli Sadikaj, Yllka Velaj, Claudia Plant |
| 2025 | ICLR | Breaking the Reclustering Barrier in Centroid-based Deep Clustering. | Lukas Miklautz, Timo Klein, Kevin Sidak, Collin Leiber, Thomas Lang, Andrii Shkabrii, Sebastian Tschiatschek, Claudia Plant |
| 2025 | ICML | Weakly Supervised Anomaly Detection via Dual-Tailed Kernel. | Walid Durani, Tobias Nitzl, Claudia Plant, Christian Bhm |
| 2025 | SDM | DMDHC: Discovery of Multi-Density Hierarchical Cluster Structures. | Walid Durani, Dominik Mautz, Claudia Plant, Christian Bhm |
| 2024 | EACL | Text-Guided Image Clustering. | Andreas Stephan, Lukas Miklautz, Kevin Sidak, Jan Philip Wahle, Bela Gipp, Claudia Plant, Benjamin Roth |
| 2024 | FIE | Fostering Agile IT Project Management and Interpersonal Skills Using AI-Enhanced Game-Based Learning. | Dominik Dolezal, Yllka Velaj, Lukas Spreitzer, Claudia Plant |
| 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 | WWW | The Impact of Cluster Centroid and Text Review Embeddings on Recommendation Methods. | Peter Dolog, Ylli Sadikaj, Yllka Velaj, Andreas Stephan, Benjamin Roth, Claudia Plant |
| 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 | DSAA | CaFe DBSCAN: A Density-based Clustering Algorithm for Causal Feature Learning. | Pascal Weber, Lukas Miklautz, Akshey Kumar, Moritz Grosse-Wentrup, Claudia Plant |
| 2023 | FIE | Teaching Data Science to Non-Computer Science Students: A Learner-Centered Approach. | Yllka Velaj, Dominik Dolezal, Roland Ambros, Claudia Plant, Renate Motschnig |
| 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 | WWW | Analyzing the Communication Clusters in Datacenters✱. | Klaus-Tycho Foerster, Thibault Marette, Stefan Neumann, Claudia Plant, Ylli Sadikaj, Stefan Schmid, Yllka Velaj |
| 2023 | WWW | Semi-Supervised Embedding of Attributed Multiplex Networks. | Ylli Sadikaj, Justus Rass, Yllka Velaj, Claudia Plant |
| 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 |
| 2022 | AAAI | Causal Discovery in Hawkes Processes by Minimum Description Length. | Amirkasra Jalaldoust, Katerina Hlavckov-Schindler, Claudia Plant |
| 2022 | DSAA | AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree. | Christina Pacher, Irene Schicker, Rosmarie deWit, Katerina Hlavckov-Schindler, Claudia Plant |
| 2022 | FIE | Designing a Data Science Course for Non-Computer Science Students: Practical Considerations and Findings. | Yllka Velaj, Dominik Dolezal, Roland Ambros, Claudia Plant, Renate Motschnig |
| 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 | ICPR | Interpretable Gait Recognition by Granger Causality. | Michal Balazia, Katerina Hlavckov-Schindler, Petr Sojka, Claudia Plant |
| 2022 | KDD | The DipEncoder: Enforcing Multimodality in Autoencoders. | Collin Leiber, Lena G. M. Bauer, Michael Neumayr, Claudia Plant, Christian Bhm |
| 2022 | KDD | Visualization in Data Science VDS @ KDD 2022. | Claudia Plant, Nina C. Hubig, Junming Shao, Alvitta Ottley, Liang Gou, Torsten Mller, Adam Perer, Alexander Lex, Anamaria Crisan |
| 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 |
| 2021 | KDD | VDS'21: Visualization in Data Science. | Claudia Plant, Alvitta Ottley, Liang Gou, Torsten Mller, Adam Perer, Alexander Lex, Junming Shao |
| 2021 | KDD | Spectral Clustering of Attributed Multi-relational Graphs. | Ylli Sadikaj, Yllka Velaj, Sahar Behzadi, Claudia Plant |
| 2020 | AAAI | Deep Embedded Non-Redundant Clustering. | Lukas Miklautz, Dominik Mautz, Muzaffer Can Altinigneli, Christian Bhm, Claudia Plant |
| 2020 | DEXA | RandomLink - Avoiding Linkage-Effects by Employing Random Effects for Clustering. | Gert Sluiter, Benjamin Schelling, Claudia Plant |
| 2020 | DSAA | A Distance Metric for Sets of Events. | Raphael Sahann, Claudia Plant, Torsten Mller |
| 2020 | ECAI | Graphical Granger Causality by Information-Theoretic Criteria. | Katerina Hlavckov-Schindler, Claudia Plant |
| 2020 | ECAI | Non-Linear Cluster Enhancement: Forcing Clusters into a Compact Shape. | Benjamin Schelling, Lukas Miklautz, Claudia Plant |
| 2020 | ICDE | Hierarchical Quick Shift Guided Recurrent Clustering. | Muzaffer Can Altinigneli, Lukas Miklautz, Christian Bhm, Claudia Plant |
| 2020 | KDD | Data Compression as a Comprehensive Framework for Graph Drawing and Representation Learning. | Claudia Plant, Sonja Biedermann, Christian Bhm |
| 2020 | PAKDD | ITGH: Information-Theoretic Granger Causal Inference on Heterogeneous Data. | Sahar Behzadi, Benjamin Schelling, Claudia Plant |
| 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 | EDBT | ITGC: Information-theoretic grid-based clustering. | Sahar Behzadi, Hermann Hinterhauser, Claudia Plant |
| 2019 | GI | Discovering Non-Redundant K-means Clusterings in Optimal Subspaces. | Dominik Mautz, Wei Ye, Claudia Plant, Christian Bhm |
| 2019 | GI | DipTransformation: Enhancing the Structure of a Dataset and thereby improving Clustering. | Benjamin Schelling, Claudia Plant |
| 2019 | ICDM | Planting Synchronisation Trees for Discovering Interaction Patterns Among Brain Regions. | Lena Greta Marie Bauer, Philipp Grohs, Afra M. Wohlschlger, Claudia Plant |
| 2019 | ICDM | Deep Embedded Cluster Tree. | Dominik Mautz, Claudia Plant, Christian Bhm |
| 2019 | PAKDD | Granger Causality for Heterogeneous Processes. | Sahar Behzadi, Katerina Hlavckov-Schindler, Claudia Plant |
| 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 | DaWaK | KMN - Removing Noise from K-Means Clustering Results. | Benjamin Schelling, Claudia Plant |
| 2018 | DEXA | Parameter Free Mixed-Type Density-Based Clustering. | Sahar Behzadi, Mahmoud Abdelmottaleb Ibrahim, Claudia Plant |
| 2018 | ICDM | DipTransformation: Enhancing the Structure of a Dataset and Thereby Improving Clustering. | Benjamin Schelling, Claudia Plant |
| 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 | ICDM | Dependency Anomaly Detection for Heterogeneous Time Series: A Granger-Lasso Approach. | Sahar Behzadi, Katerina Hlavckov-Schindler, Claudia Plant |
| 2017 | KDD | Let's See Your Digits: Anomalous-State Detection using Benford's Law. | Samuel Maurus, Claudia Plant |
| 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 | PAKDD | Information-Theoretic Non-redundant Subspace Clustering. | Nina C. Hubig, Claudia Plant |
| 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 | Factorizing Complex Discrete Data "with Finesse". | Samuel Maurus, Claudia Plant |
| 2016 | ICDM | Subspace Clustering Ensembles through Tensor Decomposition. | Dominik Mautz, Christian Bhm, Claudia Plant |
| 2016 | ICDM | Clustering with the Levy Walk: "Hunting" for Clusters. | Benjamin Schelling, Claudia Plant |
| 2016 | ICDM | Generalized Independent Subspace Clustering. | Wei Ye, Samuel Maurus, Nina C. Hubig, Claudia Plant |
| 2016 | ICDM | Gaussian Component Based Index for GMMs. | Linfei Zhou, Bianca Wackersreuther, Frank Fiedler, Claudia Plant, Christian Bhm |
| 2016 | KDD | Skinny-dip: Clustering in a Sea of Noise. | Samuel Maurus, Claudia Plant |
| 2016 | KDD | FUSE: Full Spectral Clustering. | Wei Ye, Sebastian Goebl, Claudia Plant, Christian Bhm |
| 2015 | ICDM | Mining Massive Vector Data on Single Instruction Multiple Data Microarchitectures. | Christian Bhm, Claudia Plant |
| 2015 | MICCAI | Stroke Lesion Segmentation Using a Probabilistic Atlas of Cerebral Vascular Territories. | Alexandra Derntl, Claudia Plant, Philipp Gruber, Susanne Wegener, Jan S. Bauer, Bjoern H. Menze |
| 2014 | ICDM | Finding the Optimal Subspace for Clustering. | Sebastian Goebl, Xiao He, Claudia Plant, Christian Bhm |
| 2014 | ICDM | Ternary Matrix Factorization. | Samuel Maurus, Claudia Plant |
| 2014 | ICDM | Metric Factorization for Exploratory Analysis of Complex Data. | Claudia Plant |
| 2014 | KDD | Relevant overlapping subspace clusters on categorical data. | Xiao He, Jing Feng, Bettina Konte, Son T. Mai, Claudia Plant |
| 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 |
| 2012 | ICDM | A Similarity Model and Segmentation Algorithm for White Matter Fiber Tracts. | Son T. Mai, Sebastian Goebl, Claudia Plant |
| 2012 | KDD | Summarization-based mining bipartite graphs. | Jing Feng, Xiao He, Bettina Konte, Christian Bhm, Claudia Plant |
| 2012 | KDD | Dependency clustering across measurement scales. | Claudia Plant |
| 2012 | MICCAI | Combining DTI and MRI for the Automated Detection of Alzheimer's Disease Using a Large European Multicenter Dataset. | Martin Dyrba, Michael Ewers, Martin Wegrzyn, Ingo Kilimann, Claudia Plant, Annahita Oswald, Thomas Meindl, Michela Pievani, Arun L. W. Bokde, Andreas Fellgiebel, Massimo Filippi, Harald Hampel, Stefan Klppel, Karlheinz Hauenstein, Thomas Kirste, Stefan J. Teipel |
| 2011 | ICDM | Automatically Spotting Information-Rich Nodes in Graphs. | Xiao He, Jing Feng, Claudia Plant |
| 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 |
| 2011 | SDM | SONAR: Signal De-mixing for Robust Correlation Clustering. | Claudia Plant |
| 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 | ICDM | Interaction-Based Clustering of Multivariate Time Series. | Claudia Plant, Afra M. Wohlschlger, Andrew Zherdin |
| 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 |
| 2007 | ICDE | Efficiently Processing Continuous k-NN Queries on Data Streams. | Christian Bhm, Beng Chin Ooi, Claudia Plant, Ying Yan |
| 2006 | ICDM | Feature Selection on High Throughput SELDI-TOF Mass-Spectrometry Data for Identifying Biomarker Candidates in Ovarian and Prostate Cancer. | Claudia Plant, Melanie Osl, Bernhard Tilg, Christian Baumgartner |
| 2006 | KDD | Robust information-theoretic clustering. | Christian Bhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant |
| 2004 | ICDM | Subspace Selection for Clustering High-Dimensional Data. | Christian Baumgartner, Claudia Plant, Karin Kailing, Hans-Peter Kriegel, Peer Krger |