Claudia Plant - RankMe

217 papers A* 57A 12B 10C 3Misc 2Journal 73Unranked 50

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
2026	J	`jnl`	The Impact of Graph Structure, Cluster Centroid and Text Review Embeddings on Recommendation Methods. Trans. Recomm. Syst. Peter Dolog, Sergio David Rico Torres, Yllka Velaj, Ylli Sadikaj, Andreas Stephan, Benjamin Roth, Claudia Plant
2025	J	`jnl`	ADEdgeDrop: Adversarial Edge Dropping for Robust Graph Neural Networks. IEEE Trans. Knowl. Data Eng. Zhaoliang Chen, Zhihao Wu, Ylli Sadikaj, Claudia Plant, Hong-Ning Dai, Shiping Wang, Yiu-ming Cheung, Wenzhong Guo
2025	J	`jnl`	Advancing Anomaly Detection: Non-Semantic Financial Data Encoding With Large Language Models. IEEE Access Alexander Bakumenko, Katerina Hlavácková-Schindler, Claudia Plant, Nina C. Hubig
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`	Breaking the Reclustering Barrier in Centroid-based Deep Clustering. ICLR Lukas Miklautz, Timo Klein, Kevin Sidak, Collin Leiber, Thomas Lang, Andrii Shkabrii, Sebastian Tschiatschek, Claudia Plant
2025	A*	`conf`	Contrastive Joint Embedding of Attributed Multiplex Networks. ICDM Ylli Sadikaj, Yllka Velaj, Claudia Plant
2025	J	`jnl`	DISCO: Internal Evaluation of Density-Based Clustering. CoRR Anna Beer, Lena Krieger, Pascal Weber, Martin Ritzert, Ira Assent, Claudia Plant
2025	A	`conf`	DMDHC: Discovery of Multi-Density Hierarchical Cluster Structures. SDM Walid Durani, Dominik Mautz, Claudia Plant, Christian Böhm
2025	J	`jnl`	H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition. CoRR Lukas Miklautz, Chengzhi Shi, Andrii Shkabrii, Theodoros-Thirimachos Davarakis, Prudence Lam, Claudia Plant, Jennifer G. Dy, Stratis Ioannidis
2025	J	`jnl`	I Want 'Em All (At Once) - Ultrametric Cluster Hierarchies. CoRR Andrew Draganov, Pascal Weber, Rasmus Skibdahl Melanchton Jørgensen, Anna Beer, Claudia Plant, Ira Assent
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	J	`jnl`	Motif Discovery Framework for Psychiatric EEG Data Classification. CoRR Melanija Kraljevska, Katerina Hlavácková-Schindler, Lukas Miklautz, Claudia Plant
2025	J	`jnl`	MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning. CoRR Ylli Sadikaj, Hongkuan Zhou, Lavdim Halilaj, Stefan Schmid, Steffen Staab, Claudia Plant
2025	A	`conf`	Parameter Selection for DBSCAN: Insights from Persistent Homology. ECAI Anna Beer, Ekaterina Kuznetsova, Claudia Plant
2025	A*	`conf`	Sc-GRIP: a Graph Convolutional Approach to Infer Gene Interaction Polarity from Single-Cell Data. ICDM Carolina E. Atria, Yitao Cai, Pascal Weber, Anna Beer, Nils M. Kriege, Christian Boehm, Roger Revilla-i-Domingo, Claudia Plant
2025	J	`jnl`	Understanding and Improving Hyperbolic Deep Reinforcement Learning. CoRR Timo Klein, Thomas Lang, Andrii Shkabrii, Alexander Sturm, Kevin Sidak, Lukas Miklautz, Claudia Plant, Yllka Velaj, Sebastian Tschiatschek
2025	A*	`conf`	Weakly Supervised Anomaly Detection via Dual-Tailed Kernel. ICML Walid Durani, Tobias Nitzl, Claudia Plant, Christian Böhm
2024	J	`jnl`	ADEdgeDrop: Adversarial Edge Dropping for Robust Graph Neural Networks. CoRR Zhaoliang Chen, Zhihao Wu, Ylli Sadikaj, Claudia Plant, Hong-Ning Dai, Shiping Wang, Wenzhong Guo
2024	J	`jnl`	AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing. IEEE Trans. Neural Networks Learn. Syst. Zhaoliang Chen, Zhihao Wu, Zhenghong Lin, Shiping Wang, Claudia Plant, Wenzhong Guo
2024	J	`jnl`	Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs. CoRR Alexander Bakumenko, Katerina Hlavácková-Schindler, Claudia Plant, Nina C. Hubig
2024	J	`jnl`	Attributed Multi-Order Graph Convolutional Network for Heterogeneous Graphs. Neural Networks Zhaoliang Chen, Zhihao Wu, Luying Zhong, Claudia Plant, Shiping Wang, Wenzhong Guo
2024	J	`jnl`	Breaking the Reclustering Barrier in Centroid-based Deep Clustering. CoRR Lukas Miklautz, Timo Klein, Kevin Sidak, Collin Leiber, Thomas Lang, Andrii Shkabrii, Sebastian Tschiatschek, Claudia Plant
2024	A*	`conf`	DynoGraph: Dynamic Graph Construction for Nonlinear Dimensionality Reduction. ICDM Li Qian, Claudia Plant, Yalan Qin, Jing Qian, Christian Böhm
2024	C	`conf`	Fostering Agile IT Project Management and Interpersonal Skills Using AI-Enhanced Game-Based Learning. FIE Dominik Dolezal, Yllka Velaj, Lukas Spreitzer, Claudia Plant
2024	J	`jnl`	Multi-View Graph Convolutional Networks with Differentiable Node Selection. ACM Trans. Knowl. Discov. Data Zhaoliang Chen, Lele Fu, Shunxin Xiao, Shiping Wang, Claudia Plant, Wenzhong Guo
2024	J	`jnl`	Plasticity Loss in Deep Reinforcement Learning: A Survey. CoRR Timo Klein, Lukas Miklautz, Kevin Sidak, Claudia Plant, Sebastian Tschiatschek
2024	J	`jnl`	Rotation invariant GPS trajectory mining. GeoInformatica Maximilian Leodolter, Claudia Plant, Norbert Brändle
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	J	`jnl`	Temporal Subspace Clustering for Molecular Dynamics Data. CoRR Anna Beer, Martin Heinrigs, Claudia Plant, Ira Assent
2024	J	`jnl`	Text-Guided Alternative Image Clustering. CoRR Andreas Stephan, Lukas Miklautz, Collin Leiber, Pedro Henrique Luz de Araujo, Dominik Répás, Claudia Plant, Benjamin Roth
2024	—	`conf`	Text-Guided Image Clustering. EACL (1) Andreas Stephan, Lukas Miklautz, Kevin Sidak, Jan Philip Wahle, Bela Gipp, Claudia Plant, Benjamin Roth
2024	J	`jnl`	Text-Guided Image Clustering. CoRR Andreas Stephan, Lukas Miklautz, Kevin Sidak, Jan Philip Wahle, Bela Gipp, Claudia Plant, Benjamin Roth
2024	—	`conf`	The Impact of Cluster Centroid and Text Review Embeddings on Recommendation Methods. WWW (Companion Volume) Peter Dolog, Ylli Sadikaj, Yllka Velaj, Andreas Stephan, Benjamin Roth, Claudia Plant
2023	J	`jnl`	AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing. CoRR Zhaoliang Chen, Zhihao Wu, Zhenghong Lin, Shiping Wang, Claudia Plant, Wenzhong Guo
2023	A*	`conf`	Analyzing the Communication Clusters in Datacenters✱. WWW Klaus-Tycho Foerster, Thibault Marette, Stefan Neumann, Claudia Plant, Ylli Sadikaj, Stefan Schmid, Yllka Velaj
2023	A	`conf`	Application of Deep Clustering Algorithms. CIKM Collin Leiber, Lukas Miklautz, Claudia Plant, Christian Böhm
2023	J	`jnl`	Attributed Multi-order Graph Convolutional Network for Heterogeneous Graphs. CoRR Zhaoliang Chen, Zhihao Wu, Luying Zhong, Claudia Plant, Shiping Wang, Wenzhong Guo
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	B	`conf`	CaFe DBSCAN: A Density-based Clustering Algorithm for Causal Feature Learning. DSAA Pascal Weber, Lukas Miklautz, Akshey Kumar, Moritz Grosse-Wentrup, Claudia Plant
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`	Interpretable Subgraph Feature Extraction for Hyperlink Prediction. ICDM Peiyan Li, Liming Pan, Kai Li, Claudia Plant, Christian Böhm
2023	J	`jnl`	Learnable graph convolutional network and feature fusion for multi-view learning. Inf. Fusion Zhaoliang Chen, Lele Fu, Jie Yao, Wenzhong Guo, Claudia Plant, Shiping Wang
2023	—	`ed.`	Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part I ECML/PKDD (1) Danai Koutra, Claudia Plant, Manuel Gomez-Rodriguez, Elena Baralis, Francesco Bonchi
2023	—	`ed.`	Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part II ECML/PKDD (2) Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi
2023	—	`ed.`	Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III ECML/PKDD (3) Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi
2023	—	`ed.`	Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part IV ECML/PKDD (4) Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi
2023	—	`ed.`	Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part V ECML/PKDD (5) Danai Koutra, Claudia Plant, Manuel Gomez Rodriguez, Elena Baralis, Francesco Bonchi
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	A*	`conf`	Semi-Supervised Embedding of Attributed Multiplex Networks. WWW Ylli Sadikaj, Justus Rass, Yllka Velaj, Claudia Plant
2023	J	`jnl`	Spectral Clustering of Attributed Multi-relational Graphs. CoRR Ylli Sadikaj, Yllka Velaj, Sahar Behzadi, Claudia Plant
2023	C	`conf`	Teaching Data Science to Non-Computer Science Students: A Learner-Centered Approach. FIE Yllka Velaj, Dominik Dolezal, Roland Ambros, Claudia Plant, Renate Motschnig
2022	B	`conf`	AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree. DSAA Christina Pacher, Irene Schicker, Rosmarie deWit, Katerina Hlavácková-Schindler, Claudia Plant
2022	J	`jnl`	AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree. CoRR Christina Pacher, Irene Schicker, Rosmarie deWit, Katerina Hlavácková-Schindler, Claudia Plant
2022	A	`conf`	Automatic Parameter Selection for Non-Redundant Clustering. SDM Collin Leiber, Dominik Mautz, Claudia Plant, Christian Böhm
2022	A*	`conf`	Causal Discovery in Hawkes Processes by Minimum Description Length. AAAI Amirkasra Jalaldoust, Katerina Hlavácková-Schindler, Claudia Plant
2022	J	`jnl`	Causal Discovery in Hawkes Processes by Minimum Description Length. CoRR Amirkasra Jalaldoust, Katerina Hlavácková-Schindler, Claudia Plant
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	C	`conf`	Designing a Data Science Course for Non-Computer Science Students: Practical Considerations and Findings. FIE Yllka Velaj, Dominik Dolezal, Roland Ambros, Claudia Plant, Renate Motschnig
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	B	`conf`	Interpretable Gait Recognition by Granger Causality. ICPR Michal Balazia, Katerina Hlavácková-Schindler, Petr Sojka, Claudia Plant
2022	J	`jnl`	Interpretable Gait Recognition by Granger Causality. CoRR Michal Balazia, Katerina Hlavácková-Schindler, Petr Sojka, Claudia Plant
2022	J	`jnl`	Learnable Graph Convolutional Network and Feature Fusion for Multi-view Learning. CoRR Zhaoliang Chen, Lele Fu, Jie Yao, Wenzhong Guo, Claudia Plant, Shiping Wang
2022	J	`jnl`	Multi-view Graph Convolutional Networks with Differentiable Node Selection. CoRR Zhaoliang Chen, Lele Fu, Shunxin Xiao, Shiping Wang, Claudia Plant, Wenzhong Guo
2022	J	`jnl`	Quantification of Kuramoto Coupling Between Intrinsic Brain Networks Applied to fMRI Data in Major Depressive Disorder. Frontiers Comput. Neurosci. Lena G. M. Bauer, Fabian Hirsch, Corey Jones, Matthew Hollander, Philipp Grohs, Amit Anand, Claudia Plant, Afra M. Wohlschläger
2022	A*	`conf`	The DipEncoder: Enforcing Multimodality in Autoencoders. KDD Collin Leiber, Lena G. M. Bauer, Michael Neumayr, Claudia Plant, Christian Böhm
2022	A*	`conf`	Visualization in Data Science VDS @ KDD 2022. KDD Claudia Plant, Nina C. Hubig, Junming Shao, Alvitta Ottley, Liang Gou, Torsten Möller, Adam Perer, Alexander Lex, Anamaria Crisan
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`	GPU backed Data Mining on Android Devices. CoRR Robert Fritze, Claudia Plant
2021	J	`jnl`	High performance computing on Android devices - a case study. CoRR Robert Fritze, Claudia Plant
2021	J	`jnl`	IncDTW: An R Package for Incremental Calculation of Dynamic Time Warping. J. Stat. Softw. Maximilian Leodolter, Claudia Plant, Norbert Brändle
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
2021	A*	`conf`	Spectral Clustering of Attributed Multi-relational Graphs. KDD Ylli Sadikaj, Yllka Velaj, Sahar Behzadi, Claudia Plant
2021	A*	`conf`	VDS'21: Visualization in Data Science. KDD Claudia Plant, Alvitta Ottley, Liang Gou, Torsten Möller, Adam Perer, Alexander Lex, Junming Shao
2020	A*	`ed.`	20th IEEE International Conference on Data Mining, ICDM 2020, Sorrento, Italy, November 17-20, 2020 ICDM Claudia Plant, Haixun Wang, Alfredo Cuzzocrea, Carlo Zaniolo, Xindong Wu
2020	B	`conf`	A Distance Metric for Sets of Events. DSAA Raphael Sahann, Claudia Plant, Torsten Möller
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`	Data Compression as a Comprehensive Framework for Graph Drawing and Representation Learning. KDD Claudia Plant, Sonja Biedermann, Christian Böhm
2020	J	`jnl`	Dataset-Transformation: improving clustering by enhancing the structure with DipScaling and DipTransformation. Knowl. Inf. Syst. Benjamin Schelling, Claudia Plant
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`	Graphical Granger Causality by Information-Theoretic Criteria. ECAI Katerina Hlavácková-Schindler, Claudia Plant
2020	J	`jnl`	Heterogeneous Graphical Granger Causality by Minimum Message Length. Entropy Katerina Hlavácková-Schindler, Claudia Plant
2020	A*	`conf`	Hierarchical Quick Shift Guided Recurrent Clustering. ICDE Muzaffer Can Altinigneli, Lukas Miklautz, Christian Böhm, Claudia Plant
2020	—	`conf`	ITGH: Information-Theoretic Granger Causal Inference on Heterogeneous Data. PAKDD (2) Sahar Behzadi, Benjamin Schelling, 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	A	`conf`	Non-Linear Cluster Enhancement: Forcing Clusters into a Compact Shape. ECAI Benjamin Schelling, Lukas Miklautz, 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	—	`conf`	Poisson Graphical Granger Causality by Minimum Message Length. ECML/PKDD (1) Katerina Hlavácková-Schindler, Claudia Plant
2020	—	`conf`	RandomLink - Avoiding Linkage-Effects by Employing Random Effects for Clustering. DEXA (1) Gert Sluiter, Benjamin Schelling, Claudia Plant
2020	J	`jnl`	The Data Mining Group at University of Vienna. Datenbank-Spektrum Muzaffer Can Altinigneli, Lena Greta Marie Bauer, Sahar Behzadi, Robert Fritze, Katerina Hlavácková-Schindler, Maximilian Leodolter, Lukas Miklautz, Martin Perdacher, Ylli Sadikaj, Benjamin Schelling, Claudia Plant
2020	—	`conf`	Utilizing Structure-Rich Features to Improve Clustering. ECML/PKDD (1) Benjamin Schelling, Lena Greta Marie Bauer, Sahar Behzadi, Claudia Plant
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`	DipTransformation: Enhancing the Structure of a Dataset and thereby improving Clustering. GI-Jahrestagung Benjamin Schelling, Claudia Plant
2019	—	`conf`	Discovering Non-Redundant K-means Clusterings in Optimal Subspaces. GI-Jahrestagung Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
2019	—	`conf`	Granger Causality for Heterogeneous Processes. PAKDD (3) Sahar Behzadi, Katerina Hlavácková-Schindler, Claudia Plant
2019	B	`conf`	ITGC: Information-theoretic grid-based clustering. EDBT Sahar Behzadi, Hermann Hinterhauser, Claudia Plant
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
2019	—	`conf`	Planting Synchronisation Trees for Discovering Interaction Patterns Among Brain Regions. ICDM Workshops Lena Greta Marie Bauer, Philipp Grohs, Afra M. Wohlschläger, Claudia Plant
2019	—	`conf`	Similarity hashing for charged particle tracking. IEEE BigData Sabrina Amrouche, Tobias Golling, Moritz Kiehn, Claudia Plant, Andreas Salzburger
2019	J	`jnl`	Synchronization-based clustering on evolving data stream. Inf. Sci. Junming Shao, Yue Tan, Lianli Gao, Qinli Yang, Claudia Plant, Ira Assent
2018	—	`conf`	Automatic Detection of Warped Patterns in Time Series: The Caterpillar Algorithm. ICBK Maximilian Leodolter, Norbert Brändle, Claudia Plant
2018	A*	`conf`	DipTransformation: Enhancing the Structure of a Dataset and Thereby Improving Clustering. ICDM Benjamin Schelling, Claudia Plant
2018	A*	`conf`	Discovering Non-Redundant K-means Clusterings in Optimal Subspaces. KDD Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
2018	—	`conf`	Fast Approximate Hubness Reduction for Large High-Dimensional Data. ICBK Roman Feldbauer, Maximilian Leodolter, Claudia Plant, Arthur Flexer
2018	—	`ch.`	High-Dimensional Indexing. Encyclopedia of Database Systems (2nd ed.) Christian Böhm, Claudia Plant
2018	B	`conf`	KMN - Removing Noise from K-Means Clustering Results. DaWaK Benjamin Schelling, Claudia Plant
2018	—	`conf`	Parameter Free Mixed-Type Density-Based Clustering. DEXA (2) Sahar Behzadi, Mahmoud Abdelmottaleb Ibrahim, Claudia Plant
2018	J	`jnl`	Transferring deep knowledge for object recognition in Low-quality underwater videos. Neurocomputing Xin Sun, Junyu Shi, Lipeng Liu, Junyu Dong, Claudia Plant, Xinhua Wang, Huiyu Zhou
2017	—	`conf`	Attributed Graph Clustering with Unimodal Normalized Cut. ECML/PKDD (1) Wei Ye, Linfei Zhou, Xin Sun, Claudia Plant, Christian Böhm
2017	—	`conf`	Dependency Anomaly Detection for Heterogeneous Time Series: A Granger-Lasso Approach. ICDM Workshops Sahar Behzadi, Katerina Hlavácková-Schindler, Claudia Plant
2017	—	`conf`	Indexing Multiple-Instance Objects. DEXA (2) Linfei Zhou, Wei Ye, Zhen Wang, Claudia Plant, Christian Böhm
2017	—	`conf`	Information-Theoretic Non-redundant Subspace Clustering. PAKDD (1) Nina C. Hubig, Claudia Plant
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`	Let's See Your Digits: Anomalous-State Detection using Benford's Law. KDD Samuel Maurus, Claudia Plant
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	—	`conf`	Semi-supervised segmentation of accelerometer time series for transport mode classification. MT-ITS Maximilian Leodolter, Peter Widhalm, Claudia Plant, Norbert Brändle
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	J	`jnl`	Clustering techniques for neuroimaging applications. WIREs Data Mining Knowl. Discov. Alexandra Derntl, Claudia Plant
2016	—	`conf`	Clustering with the Levy Walk: "Hunting" for Clusters. ICDM Workshops Benjamin Schelling, 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`	Factorizing Complex Discrete Data "with Finesse". ICDM Samuel Maurus, Claudia Plant
2016	A*	`conf`	Gaussian Component Based Index for GMMs. ICDM Linfei Zhou, Bianca Wackersreuther, Frank Fiedler, Claudia Plant, Christian Böhm
2016	A*	`conf`	Generalized Independent Subspace Clustering. ICDM Wei Ye, Samuel Maurus, Nina C. Hubig, Claudia Plant
2016	A*	`conf`	MeGS: Partitioning Meaningful Subgraph Structures Using Minimum Description Length. ICDM Sebastian Goebl, Annika Tonch, Christian Böhm, Claudia Plant
2016	A*	`conf`	Skinny-dip: Clustering in a Sea of Noise. KDD Samuel Maurus, Claudia Plant
2016	—	`conf`	Subspace Clustering Ensembles through Tensor Decomposition. ICDM Workshops Dominik Mautz, Christian Böhm, Claudia Plant
2016	J	`jnl`	Ternary Matrix Factorization: problem definitions and algorithms. Knowl. Inf. Syst. Samuel Maurus, 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`	Mining Massive Vector Data on Single Instruction Multiple Data Microarchitectures. ICDM Workshops Christian Böhm, Claudia Plant
2015	—	`conf`	Stroke Lesion Segmentation Using a Probabilistic Atlas of Cerebral Vascular Territories. Brainles@MICCAI Alexandra Derntl, Claudia Plant, Philipp Gruber, Susanne Wegener, Jan S. Bauer, Bjoern H. Menze
2014	J	`jnl`	Advanced Computer Vision Approaches in Biomedical Image Analysis. Comput. Math. Methods Medicine Anke Meyer-Baese, Claudia Plant, Juan Manuel Górriz Sáez
2014	—	`conf`	Centroid Clustering of Cellular Lineage Trees. ITBAM Valeriy Khakhutskyy, Michael Schwarzfischer, Nina C. Hubig, Claudia Plant, Carsten Marr, Michael A. Rieger, Timm Schroeder, Fabian J. Theis
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
2014	J	`jnl`	Intrinsic Brain Activity of Cognitively Normal Older Persons Resembles More That of Patients Both with and at Risk for Alzheimer's Disease Than That of Healthy Younger Persons. Brain Connect. Lorenzo Pasquini, Annika Tonch, Claudia Plant, Andrew Zherdin, Marion Ortner, Alexander Kurz, Hans Förstl, Claus Zimmer, Timo Grimmer, Afra M. Wohlschläger, Valentin Riedl, Christian Sorg
2014	A*	`conf`	Metric Factorization for Exploratory Analysis of Complex Data. ICDM Claudia Plant
2014	J	`jnl`	Mining Interaction Patterns among Brain Regions by Clustering. IEEE Trans. Knowl. Data Eng. Claudia Plant, Andrew Zherdin, Christian Sorg, Anke Meyer-Bäse, Afra M. Wohlschläger
2014	—	`conf`	Mining Medical Data to Obtain Fuzzy Predicates. ITBAM Taymi Ceruto Cordovés, Orenia Lapeira, Annika Tonch, Claudia Plant, Rafael Espín, Alejandro Rosete
2014	A*	`conf`	Relevant overlapping subspace clusters on categorical data. KDD Xiao He, Jing Feng, Bettina Konte, Son T. Mai, Claudia Plant
2014	—	`conf`	Segmentation and Kinetic Analysis of Breast Lesions in DCE-MR Imaging Using ICA. ITBAM Sebastian Goebl, Anke Meyer-Bäse, Marc Lobbes, Claudia Plant
2014	A*	`conf`	Ternary Matrix Factorization. ICDM Samuel Maurus, 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	J	`jnl`	Computer-aided diagnosis for diagnostically challenging breast lesions in DCE-MRI based on image registration and integration of morphologic and dynamic characteristics. EURASIP J. Adv. Signal Process. Felix Retter, Claudia Plant, Bernhard Burgeth, Guillermo Botella, Thomas Schlossbauer, Anke Meyer-Bäse
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	A*	`conf`	A Similarity Model and Segmentation Algorithm for White Matter Fiber Tracts. ICDM Son T. Mai, Sebastian Goebl, Claudia Plant
2012	—	`conf`	Combining DTI and MRI for the Automated Detection of Alzheimer's Disease Using a Large European Multicenter Dataset. MBIA 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 Klöppel, Karlheinz Hauenstein, Thomas Kirste, Stefan J. Teipel
2012	A*	`conf`	Dependency clustering across measurement scales. KDD Claudia Plant
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	J	`jnl`	Selection of Spatiotemporal Features in Breast MRI to Differentiate between Malignant and Benign Small Lesions Using Computer-Aided Diagnosis. Adv. Artif. Neural Syst. Frank Steinbrücker, Anke Meyer-Baese, Claudia Plant, Thomas Schlossbauer, Uwe Meyer-Baese
2012	A*	`conf`	Summarization-based mining bipartite graphs. KDD Jing Feng, Xiao He, Bettina Konte, Christian Böhm, Claudia Plant
2011	—	`conf`	Automatically Spotting Information-Rich Nodes in Graphs. ICDM Workshops Xiao He, Jing Feng, Claudia Plant
2011	A*	`conf`	Detection of Arbitrarily Oriented Synchronized Clusters in High-Dimensional Data. ICDM Junming Shao, Claudia Plant, Qinli Yang, Christian Böhm
2011	A*	`conf`	INCONCO: interpretable clustering of numerical and categorical objects. KDD Claudia Plant, Christian Böhm
2011	A	`conf`	SONAR: Signal De-mixing for Robust Correlation Clustering. SDM Claudia Plant
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	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`	Robust Stability Analysis of Multi-Time Scale Genetic Regulatory Networks under Parametric Uncertainties. BIOCOMP Anke Meyer-Bäse, Claudia Plant, Susanne Cappendijk, Fabian J. Theis
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	A*	`conf`	Interaction-Based Clustering of Multivariate Time Series. ICDM Claudia Plant, Afra M. Wohlschläger, 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	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
2007	—	`ch.`	Data Mining Algorithmen zur Wissensgewinnung aus komplexen biologischen und medizinischen Datensätzen. Ausgezeichnete Informatikdissertationen Claudia Plant
2007	A*	`conf`	Efficiently Processing Continuous k-NN Queries on Data Streams. ICDE Christian Böhm, Beng Chin Ooi, Claudia Plant, Ying Yan
2007	J	`jnl`	RIC: Parameter-free noise-robust clustering. ACM Trans. Knowl. Discov. Data Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant
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`	Feature Selection on High Throughput SELDI-TOF Mass-Spectrometry Data for Identifying Biomarker Candidates in Ovarian and Prostate Cancer. ICDM Workshops Claudia Plant, Melanie Osl, Bernhard Tilg, Christian Baumgartner
2006	—	`—`	Knowledge extraction and data mining algorithms for complex biomedical data. Claudia Plant
2006	A*	`conf`	Robust information-theoretic clustering. KDD Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant
2004	A*	`conf`	Subspace Selection for Clustering High-Dimensional Data. ICDM Christian Baumgartner, Claudia Plant, Karin Kailing, Hans-Peter Kriegel, Peer Kröger