Claudia Plant

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 119

Top Venues

Universität Hall (PHD)

Education History

Universität Hall

PHD

Publications

Andreas Stephan, Lukas Miklautz, Collin Leiber, Pedro Henrique Luz de Araujo, Dominik Répás, Claudia Plant, Benjamin Roth
Text-Guided Alternative Image Clustering. CoRR (2024)
Andreas Stephan, Lukas Miklautz, Kevin Sidak, Jan Philip Wahle, Bela Gipp, Claudia Plant, Benjamin Roth
Text-Guided Image Clustering. CoRR (2024)
Alexander Bakumenko, Katerina Hlavácková-Schindler, Claudia Plant, Nina C. Hubig
Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs. CoRR (2024)
Zhaoliang Chen, Zhihao Wu, Ylli Sadikaj, Claudia Plant, Hong-Ning Dai, Shiping Wang, Wenzhong Guo
ADEdgeDrop: Adversarial Edge Dropping for Robust Graph Neural Networks. CoRR (2024)
Andreas Stephan, Lukas Miklautz, Kevin Sidak, Jan Philip Wahle, Bela Gipp, Claudia Plant, Benjamin Roth
Text-Guided Image Clustering. EACL (1) (2024)
Zhaoliang Chen, Zhihao Wu, Luying Zhong, Claudia Plant, Shiping Wang, Wenzhong Guo
Attributed Multi-Order Graph Convolutional Network for Heterogeneous Graphs. Neural Networks 174 (2024)
Peter Dolog, Ylli Sadikaj, Yllka Velaj, Andreas Stephan, Benjamin Roth, Claudia Plant
The Impact of Cluster Centroid and Text Review Embeddings on Recommendation Methods. WWW (Companion Volume) (2024)
Zhaoliang Chen, Lele Fu, Shunxin Xiao, Shiping Wang, Claudia Plant, Wenzhong Guo
Multi-View Graph Convolutional Networks with Differentiable Node Selection. ACM Trans. Knowl. Discov. Data 18 (1) (2024)
Maximilian Leodolter, Claudia Plant, Norbert Brändle
Rotation invariant GPS trajectory mining. GeoInformatica 28 (1) (2024)
Yllka Velaj, Dominik Dolezal, Roland Ambros, Claudia Plant, Renate Motschnig
Teaching Data Science to Non-Computer Science Students: A Learner-Centered Approach. FIE (2023)
Klaus-Tycho Foerster, Thibault Marette, Stefan Neumann, Claudia Plant, Ylli Sadikaj, Stefan Schmid, Yllka Velaj
Analyzing the Communication Clusters in Datacenters✱. WWW (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. SDM (2023)
Zhaoliang Chen, Zhihao Wu, Luying Zhong, Claudia Plant, Shiping Wang, Wenzhong Guo
Attributed Multi-order Graph Convolutional Network for Heterogeneous Graphs. CoRR (2023)
Pascal Weber, Lukas Miklautz, Akshey Kumar, Moritz Grosse-Wentrup, Claudia Plant
CaFe DBSCAN: A Density-based Clustering Algorithm for Causal Feature Learning. DSAA (2023)
Collin Leiber, Dominik Mautz, Claudia Plant, Christian Böhm
Automatic Parameter Selection for Non-Redundant Clustering. CoRR (2023)
Collin Leiber, Lukas Miklautz, Claudia Plant, Christian Böhm
Benchmarking Deep Clustering Algorithms With ClustPy. ICDM (Workshops) (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)
Ylli Sadikaj, Justus Rass, Yllka Velaj, Claudia Plant
Semi-Supervised Embedding of Attributed Multiplex Networks. WWW (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)
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)
Zhaoliang Chen, Zhihao Wu, Zhenghong Lin, Shiping Wang, Claudia Plant, Wenzhong Guo
AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing. CoRR (2023)
Peiyan Li, Liming Pan, Kai Li, Claudia Plant, Christian Böhm
Interpretable Subgraph Feature Extraction for Hyperlink Prediction. ICDM (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)
Zhaoliang Chen, Lele Fu, Jie Yao, Wenzhong Guo, Claudia Plant, Shiping Wang
Learnable graph convolutional network and feature fusion for multi-view learning. Inf. Fusion 95 (2023)
Ylli Sadikaj, Yllka Velaj, Sahar Behzadi, Claudia Plant
Spectral Clustering of Attributed Multi-relational Graphs. CoRR (2023)
Collin Leiber, Lena G. M. Bauer, Michael Neumayr, Claudia Plant, Christian Böhm
The DipEncoder: Enforcing Multimodality in Autoencoders. KDD (2022)
Christina Pacher, Irene Schicker, Rosmarie deWit, Katerina Hlavácková-Schindler, Claudia Plant
AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree. CoRR (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)
Michal Balazia, Katerina Hlavácková-Schindler, Petr Sojka, Claudia Plant
Interpretable Gait Recognition by Granger Causality. ICPR (2022)
Zhaoliang Chen, Lele Fu, Shunxin Xiao, Shiping Wang, Claudia Plant, Wenzhong Guo
Multi-view Graph Convolutional Networks with Differentiable Node Selection. CoRR (2022)
Amirkasra Jalaldoust, Katerina Hlavácková-Schindler, Claudia Plant
Causal Discovery in Hawkes Processes by Minimum Description Length. CoRR (2022)
Pranava Mummoju, Anna Wolff, Martin Perdacher, Claudia Plant, Christian Böhm
Enhancing k-Means Algorithm with Tensor Processing Unit. Big Data (2022)
Yllka Velaj, Dominik Dolezal, Roland Ambros, Claudia Plant, Renate Motschnig
Designing a Data Science Course for Non-Computer Science Students: Practical Considerations and Findings. FIE (2022)
Amirkasra Jalaldoust, Katerina Hlavácková-Schindler, Claudia Plant
Causal Discovery in Hawkes Processes by Minimum Description Length. AAAI (2022)
Christina Pacher, Irene Schicker, Rosmarie deWit, Katerina Hlavácková-Schindler, Claudia Plant
AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree. DSAA (2022)
Michal Balazia, Katerina Hlavácková-Schindler, Petr Sojka, Claudia Plant
Interpretable Gait Recognition by Granger Causality. CoRR (2022)
Lukas Miklautz, Martin Teuffenbach, Pascal Weber, Rona Perjuci, Walid Durani, Christian Böhm, Claudia Plant
Deep Clustering With Consensus Representations. ICDM (2022)
Claudia Plant, Nina C. Hubig, Junming Shao, Alvitta Ottley, Liang Gou, Torsten Möller, Adam Perer, Alexander Lex, Anamaria Crisan
Visualization in Data Science VDS @ KDD 2022. KDD (2022)
Zhaoliang Chen, Lele Fu, Jie Yao, Wenzhong Guo, Claudia Plant, Shiping Wang
Learnable Graph Convolutional Network and Feature Fusion for Multi-view Learning. CoRR (2022)
Collin Leiber, Dominik Mautz, Claudia Plant, Christian Böhm
Automatic Parameter Selection for Non-Redundant Clustering. SDM (2022)
Lena G. M. Bauer, Fabian Hirsch, Corey Jones, Matthew Hollander, Philipp Grohs, Amit Anand, Claudia Plant, Afra M. Wohlschläger
Quantification of Kuramoto Coupling Between Intrinsic Brain Networks Applied to fMRI Data in Major Depressive Disorder. Frontiers Comput. Neurosci. 16 (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)
Robert Fritze, Claudia Plant
High performance computing on Android devices - a case study. CoRR (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)
Maximilian Leodolter, Claudia Plant, Norbert Brändle
IncDTW: An R Package for Incremental Calculation of Dynamic Time Warping. J. Stat. Softw. 99 (9) (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)
Claudia Plant, Alvitta Ottley, Liang Gou, Torsten Möller, Adam Perer, Alexander Lex, Junming Shao
VDS'21: Visualization in Data Science. KDD (2021)
Christian Böhm, Martin Perdacher, Claudia Plant
A Novel Hilbert Curve for Cache-Locality Preserving Loops. IEEE Trans. Big Data 7 (2) (2021)
Robert Fritze, Claudia Plant
GPU backed Data Mining on Android Devices. CoRR (2021)
Ylli Sadikaj, Yllka Velaj, Sahar Behzadi, Claudia Plant
Spectral Clustering of Attributed Multi-relational Graphs. KDD (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)
Benjamin Schelling, Claudia Plant
Dataset-Transformation: improving clustering by enhancing the structure with DipScaling and DipTransformation. Knowl. Inf. Syst. 62 (2) (2020)
Katerina Hlavácková-Schindler, Claudia Plant
Poisson Graphical Granger Causality by Minimum Message Length. ECML/PKDD (1) (2020)
Raphael Sahann, Claudia Plant, Torsten Möller
A Distance Metric for Sets of Events. DSAA (2020)
Katerina Hlavácková-Schindler, Claudia Plant
Heterogeneous Graphical Granger Causality by Minimum Message Length. Entropy 22 (12) (2020)
Benjamin Schelling, Lena Greta Marie Bauer, Sahar Behzadi, Claudia Plant
Utilizing Structure-Rich Features to Improve Clustering. ECML/PKDD (1) (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)
Sahar Behzadi, Benjamin Schelling, Claudia Plant
ITGH: Information-Theoretic Granger Causal Inference on Heterogeneous Data. PAKDD (2) (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)
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
The Data Mining Group at University of Vienna. Datenbank-Spektrum 20 (1) (2020)
Christian Böhm, Claudia Plant
Massively Parallel Graph Drawing and Representation Learning. CoRR (2020)
Benjamin Schelling, Lukas Miklautz, Claudia Plant
Non-Linear Cluster Enhancement: Forcing Clusters into a Compact Shape. ECAI (2020)
Katerina Hlavácková-Schindler, Claudia Plant
Graphical Granger Causality by Information-Theoretic Criteria. ECAI (2020)
Gert Sluiter, Benjamin Schelling, Claudia Plant
RandomLink - Avoiding Linkage-Effects by Employing Random Effects for Clustering. DEXA (1) (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)
Benjamin Schelling, Claudia Plant
DipTransformation: Enhancing the Structure of a Dataset and thereby improving Clustering. GI-Jahrestagung (2019)
Sabrina Amrouche, Tobias Golling, Moritz Kiehn, Claudia Plant, Andreas Salzburger
Similarity hashing for charged particle tracking. IEEE BigData (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)
Sahar Behzadi, Katerina Hlavácková-Schindler, Claudia Plant
Granger Causality for Heterogeneous Processes. PAKDD (3) (2019)
Dominik Mautz, Wei Ye, Claudia Plant, Christian Böhm
Discovering Non-Redundant K-means Clusterings in Optimal Subspaces. GI-Jahrestagung (2019)
Junming Shao, Yue Tan, Lianli Gao, Qinli Yang, Claudia Plant, Ira Assent
Synchronization-based clustering on evolving data stream. Inf. Sci. 501 (2019)
Dominik Mautz, Claudia Plant, Christian Böhm
Deep Embedded Cluster Tree. ICDM (2019)
Lena Greta Marie Bauer, Philipp Grohs, Afra M. Wohlschläger, Claudia Plant
Planting Synchronisation Trees for Discovering Interaction Patterns Among Brain Regions. ICDM Workshops (2019)
Sahar Behzadi, Hermann Hinterhauser, Claudia Plant
ITGC: Information-theoretic grid-based clustering. EDBT (2019)
Roman Feldbauer, Maximilian Leodolter, Claudia Plant, Arthur Flexer
Fast Approximate Hubness Reduction for Large High-Dimensional Data. ICBK (2018)
Maximilian Leodolter, Norbert Brändle, Claudia Plant
Automatic Detection of Warped Patterns in Time Series: The Caterpillar Algorithm. ICBK (2018)
Xin Sun, Junyu Shi, Lipeng Liu, Junyu Dong, Claudia Plant, Xinhua Wang, Huiyu Zhou
Transferring deep knowledge for object recognition in Low-quality underwater videos. Neurocomputing 275 (2018)
Benjamin Schelling, Claudia Plant
DipTransformation: Enhancing the Structure of a Dataset and Thereby Improving Clustering. ICDM (2018)
Benjamin Schelling, Claudia Plant
KMN - Removing Noise from K-Means Clustering Results. DaWaK (2018)
Sahar Behzadi, Mahmoud Abdelmottaleb Ibrahim, Claudia Plant
Parameter Free Mixed-Type Density-Based Clustering. DEXA (2) (2018)
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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Claudia Plant