Univ.-Prof. Dipl.-Inform.Univ. Dr. Claudia Plant
1090 Wien
Room : 3.38
Courses
Summer term 2026
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052300 VU Foundations of Data Analysis
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053021 LP Practical Course: Computer Science 1
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053031 LP Practical Course: Computer Science 2
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053049 SE Master Seminar
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500501 SE Doctoral Research Seminar - Data and Knowledge
Summer term 2025
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052300 VU Foundations of Data Analysis
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053021 LP Practical Course: Computer Science 1
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053031 LP Practical Course: Computer Science 2
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053049 SE Master Seminar
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500501 SE Doctoral Research Seminar - Data and Knowledge
Publications
Ye, W, Mautz, D, Böhm, C, Singh, AK & Plant, C 2023, Incorporating User's Preference into Attributed Graph Clustering : Extended abstract. in 39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023. IEEE, pp. 3833-3834. https://doi.org/10.1109/ICDE55515.2023.00343
Li, P, Pan, L, Li, K, Plant, C & Böhm, C 2023, Interpretable Subgraph Feature Extraction for Hyperlink Prediction. in IEEE International Conference on Data Mining, ICDM 2023, Shanghai, China, December 1-4, 2023. IEEE, pp. 279-288. <http://eprints.cs.univie.ac.at/8068/>
Koutra, D, Plant, C, Gomez-Rodriguez, M, Baralis, E & Bonchi, F (eds) 2023, 'Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part I', Lecture Notes in Computer Science, vol. 14169. https://doi.org/10.1007/978-3-031-43412-9
Koutra, D, Plant, C, Rodriguez, MG, Baralis, E & Bonchi, F (eds) 2023, 'Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part II', Lecture Notes in Computer Science, vol. 14170. https://doi.org/10.1007/978-3-031-43415-0
Koutra, D, Plant, C, Rodriguez, MG, Baralis, E & Bonchi, F (eds) 2023, 'Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III', Lecture Notes in Computer Science, vol. 14171. https://doi.org/10.1007/978-3-031-43418-1
Koutra, D, Plant, C, Rodriguez, MG, Baralis, E & Bonchi, F (eds) 2023, 'Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part IV', Lecture Notes in Computer Science, vol. 14172. https://doi.org/10.1007/978-3-031-43421-1
Koutra, D, Plant, C, Rodriguez, MG, Baralis, E & Bonchi, F (eds) 2023, 'Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part V', Lecture Notes in Computer Science, vol. 14173. https://doi.org/10.1007/978-3-031-43424-2
Miklautz, L, Shkabrii, A, Leiber, C, Tobias, B, Seidl, B, Weissensteiner, E, Rausch, A, Böhm, C & Plant, C 2023, Non-Redundant Image Clustering of Early Medieval Glass Beads. in Y Manolopoulos & Z-H Zhou (eds), 2023 IEEE 10th International Conference on Data Science and Advanced Analytics, DSAA 2023 - Proceedings. pp. 1-12. https://doi.org/10.1109/DSAA60987.2023.10302468
Pacher, C, Schicker, I, deWit, R, Hlavácková-Schindler, K & Plant, C 2022 'AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree' arXiv.org. https://doi.org/10.48550/arXiv.2212.06642
Chen, Z, Fu, L, Xiao, S, Wang, S, Plant, C & Guo, W 2022 'Multi-view Graph Convolutional Networks with Differentiable Node Selection' arXiv.org. https://doi.org/10.48550/arXiv.2212.05124
Mummoju, P, Wolff, A, Perdacher, M, Plant, C & Böhm, C 2022, Enhancing k-Means Algorithm with Tensor Processing Unit. in S Tsumoto, Y Ohsawa, L Chen, D Van den Poel, X Hu, Y Motomura, T Takagi, L Wu, Y Xie, A Abe & V Raghavan (eds), 2022 IEEE International Conference on Big Data (IEEE BigData). IEEE, Piscataway, pp. 194-200. https://doi.org/10.1109/BigData55660.2022.10020427
Chen, Z, Fu, L, Yao, J, Guo, W, Plant, C & Wang, S 2022 'Learnable Graph Convolutional Network and Feature Fusion for Multi-view Learning' arXiv.org. https://doi.org/10.48550/arXiv.2211.09155
Jalaldoust, A, Hlavácková-Schindler, K & Plant, C 2022, Causal Discovery in Hawkes Processes by Minimum Description Length. in Thirty-Sixth AAAI Conference on Artificial Intelligence; Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence; The Twelveth Symposium on Educational Advances in Artificial Intelligence. AAAI Press, Palo Alto, California, Proceedings of the ... National Conference on Artificial Intelligence, no. 6, vol. 36, pp. 6978-6987. https://doi.org/10.48550/arXiv.2206.06124, https://doi.org/10.1609/aaai.v36i6.20656
Bauer, L, Hirsch, F, Jones, C, Hollander, M, Grohs, P, Anand, A, Plant, C & Wohlschläger, A 2022, 'Quantification of Kuramoto Coupling Between Intrinsic Brain Networks Applied to fMRI Data in Major Depressive Disorder', Frontiers in Computational Neuroscience, vol. 16, 729556. https://doi.org/10.3389/fncom.2022.729556
Leiber, C, Mautz, D, Plant, C & Böhm, C 2022, Automatic Parameter Selection for Non-Redundant Clustering. in A Banerjee, Z-H Zhou, EE Papalexakis & M Riondato (eds), Proceedings of the 2022 SIAM International Conference on Data Mining, SDM 2022, Alexandria, VA, USA, April 28-30, 2022. SIAM, pp. 226-234. https://doi.org/10.1137/1.9781611977172.26
Durani, W, Mautz, D, Plant, C & Böhm, C 2022, DBHD: Density-based clustering for highly varying density. in IEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022. IEEE, pp. 921-926. <http://eprints.cs.univie.ac.at/8066/>
Miklautz, L, Teuffenbach, M, Weber, P, Perjuci, R, Durani, W, Böhm, C & Plant, C 2022, Deep Clustering With Consensus Representations. in X Zhu, S Ranka, MT Thai, T Washio & X Wu (eds), Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. IEEE, Orlando, Florida, IEEE International Conference on Data Mining. Proceedings., pp. 1119-1124. https://doi.org/10.1109/ICDM54844.2022.00141
Miklautz, L, Teuffenbach, M, Weber, P, Perjuci, R, Durani, W, Boehm, C & Plant, C 2022 'Deep Clustering With Consensus Representations' arXiv. https://doi.org/10.48550/arXiv.2210.07063
Velaj, Y, Dolezal, D, Ambros, R, Plant, C & Motschnig, R 2022, Designing a Data Science Course for Non-Computer Science Students: Practical Considerations and Findings. in 2022 IEEE Frontiers in Education Conference, FIE 2022. IEEE, Piscataway, NJ, pp. 1-9. https://doi.org/10.1109/FIE56618.2022.9962455
Balazia, M, Hlavácková-Schindler, K, Sojka, P & Plant, C 2022, Interpretable Gait Recognition by Granger Causality. in 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022. IEEE, Piscataway, NJ, pp. 1069-1075. https://doi.org/10.48550/arXiv.2206.06714, https://doi.org/10.1109/ICPR56361.2022.9956624
Projects
Clustering of Smart-Meter Data
Velaj, Y. (Project Lead) & Plant, C. (Co-Lead)
1/01/24 → 31/12/26
Project: Research cooperation
Learning Synchronization Patterns in Neural Signal
Plant, C. (Project Lead) & Schindlerova, K. (Co-Lead)
1/10/21 → 30/09/24
Project: Research funding
Hybrid Computational Sciences
Grohs, P. (Project Lead), Scherzer, O. (Co-Lead), Plant, C. (Co-Lead), Dellago, C. (Co-Lead), Wöhrer, A. (Co-Lead), Kunisch, K. (Co-Lead), Ramlau, R. (Co-Lead) & von Haeseler, A. (Co-Lead)
16/08/21 → 31/12/21
Project: Research funding
Transparent and explainable models
Möller, T. (Project Lead), Plant, C. (Co-Lead) & Grohs, P. (Co-Lead)
1/10/20 → 30/09/24
Project: Research funding
Knowledge-infused Deep Learning for Natural Language Processing
Roth, B. (Project Lead) & Plant, C. (Co-Lead)
1/09/20 → 31/08/28
Project: Research funding
Talks
Application of Deep Clustering Algorithms
Leiber, C. (Speaker), Miklautz, L. (Speaker), Plant, C. (Speaker) & Böhm, C. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Clustering Methods for Biomedical Applications
Plant, C. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Other
Information-theoretic Clustering Methods for Neuroscience Applications
Plant, C. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Other