Claudia Plant

Publications

Publications per year 2004 2014 2016 2017 2019 2020 2021 2022 2023 2024 2025

• 104 Contribution to proceedings
• 33 Article
• 13 Preprint
• 3 Book
• 9 More
  • 2 Other contribution to book
  • 1 Collection
  • 1 Proceedings
  • 1 Entry for reference work
  • 1 Paper
  • 1 Meeting abstract/Conference paper
  • 1 Review
  • 1 Other

Publications per year

Publications per year

Search results

• 2025

  Empowering marginalized communities through the digital transformation course

  Yüksel-Arslan, P., Plant, C. & Kayali, F., 24 Jan 2025, In: Frontiers in Education. 10, 5 p., 1534104.

  Publications: Contribution to journal › Review › Peer Reviewed

  Open Access

  • Daily Life 100%
  • Design Process 100%
  • Motivational 100%
  • Robot 100%
  • Primary Goal 100%
• 2024

  ADEdgeDrop: Adversarial Edge Dropping for Robust Graph Neural Networks

  Chen, Z., Wu, Z., Sadikaj, Y., Plant, C., Dai, H-N., Wang, S. & Guo, W., 2024, arXiv.

  Publications: Working paper › Preprint

• Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs

  Bakumenko, A., Hlavackova-Schindler, K., Plant, C. & Hubig, N., 1 Jun 2024, arXiv.

  Publications: Working paper › Preprint

• Breaking the Reclustering Barrier in Centroid-based Deep Clustering

  Miklautz, L., Klein, T., Sidak, K., Leiber, C., Lang, T., Shkabrii, A., Tschiatschek, S. & Plant, C., 2024, arXiv.

  Publications: Working paper › Preprint

• Fostering Agile IT Project Management and Interpersonal Skills Using AI-Enhanced Game-Based Learning

  Dolezal, D., Velaj, Y., Spreitzer, L. & Plant, C., 16 Oct 2024, 2024 IEEE Frontiers in Education Conference (FIE). p. 1-9

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  • Game-Based Learning 100%
  • Artificial Intelligence 100%
  • Qualitative Content Analysis 16%
  • Project Success 16%
  • Positive Feedback 16%

• Plasticity Loss in Deep Reinforcement Learning: A Survey

  Klein, T., Miklautz, L., Sidak, K., Plant, C. & Tschiatschek, S., 2024, arXiv.

  Publications: Working paper › Preprint

• Rotation invariant GPS trajectory mining

  Leodolter, M., Plant, C. & Brändle, N., Jan 2024, In: Geoinformatica. 28, p. 89-115 27 p.

  Publications: Contribution to journal › Article › Peer Reviewed

  Open Access

  • Procrustes Analysis 100%
  • Rotation Invariant 100%
  • Operational Application 50%
  • Squared Deviation 50%

• Temporal Subspace Clustering for Molecular Dynamics Data

  Beer, A., Heinrigs, M., Plant, C. & Assent, I., 2024, arXiv.

  Publications: Working paper › Preprint

• Text-Guided Alternative Image Clustering

  Stephan, A., Miklautz, L., Leiber, C., Araujo, P. H. L. D., Repas, D., Plant, C. & Roth, B., 2024, ACL Anthology, p. 177-190.

  Publications: Working paper › Preprint

  • Language Modeling 100%
  • Hierarchical Clustering 50%
  • Clustering Technique 50%

• Text-Guided Image Clustering

  Stephan, A., Miklautz, L., Sidak, K., Wahle, J. P., Gipp, B., Plant, C. & Roth, B., 2024, 18th Conference of the European Chapter of the Association for Computational Linguistics .

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  • Visual Question Answering 100%
  • Text Representation 50%
  • Image Captioning 50%

• The Impact of Cluster Centroid and Text Review Embeddings on Recommendation Methods

  Dolog, P., Sadikaj, Y., Velaj, Y., Stephan, A., Roth, B. & Plant, C., 1 May 2024, Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024. ACM, p. 589-592 4 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
• 2023

  AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing

  Chen, Z., Wu, Z., Lin, Z., Wang, S., Plant, C. & Guo, W., 2023, arXiv.

  Publications: Working paper › Preprint

• Analyzing the Communication Clusters in Datacenters

  Foerster, K-T., Marette, T., Neumann, S., Plant, C., Sadikaj, Y., Schmid, S. & Velaj, Y., Apr 2023, Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023. Ding, Y., Tang, J., Sequeda, J. F., Aroyo, L., Castillo, C. & Houben, G-J. (eds.). New York: ACM, p. 3022-3032 11 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  Open Access

  • Hadoop 100%
  • Biclustering 100%

• Application of Deep Clustering Algorithms

  Leiber, C., Miklautz, L., Plant, C. & Böhm, C., 21 Oct 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. ACM, p. 5208-5211 4 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  Open Access

  • Scale Data Set 100%

• Attributed Multi-order Graph Convolutional Network for Heterogeneous Graphs

  Chen, Z., Wu, Z., Zhong, L., Plant, C., Wang, S. & Guo, W., 18 Apr 2023, arXiv.

  Publications: Working paper › Preprint

• Benchmarking Deep Clustering Algorithms With ClustPy

  Leiber, C., Miklautz, L., Plant, C. & Böhm, C., 2023, Proceedings - 23rd IEEE International Conference on Data Mining Workshops: ICDMW 2023. Wang, J., He, Y., Dinh, T. N., Grant, C., Qiu, M. & Pedrycz, W. (eds.). IEEE, p. 625-632 8 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  • Benchmarking 100%
  • Clustering Algorithm 100%
  • Clustering Method 50%
  • Leaning Parameter 50%
  • Evaluation Metric 25%

• CaFe DBSCAN: A Density-based Clustering Algorithm for Causal Feature Learning

  Weber, P., Miklautz, L., Kumar, A., Grosse-Wentrup, M. & Plant, C., 2023, The 10th IEEE International Conference on Data Science and Advanced Analytics.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

• Digitize! – Computational Social Science in der digitalen und sozialen Transformation

  Kritzinger, S., Pfaff, K., Barta, J. M. T., Bernhard, J., Eder, A., Forgó, N., Paspalj, F., Plant, C., Prainsack, B., Prandner, D., Rittel, S. & Tschiatschek, S., Nov 2023, In: Zeitschrift für Hochschulentwicklung. p. 173 - 195

  Publications: Contribution to journal › Article › Peer Reviewed

  Open Access

• Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering

  Bauer, L. G. M., Leiber, C., Böhm, C. & Plant, C., 1 Apr 2023, Proceedings of the 2023 SIAM International Conference on Data Mining, SDM 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023. SIAM, p. 109-117 9 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

• Incorporating User's Preference into Attributed Graph Clustering : Extended abstract

  Ye, W., Mautz, D., Böhm, C., Singh, A. K. & Plant, C., 2023, 39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023. IEEE, p. 3833-3834 2 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  • Clustering Graph 100%
  • User Preference 100%
  • Data Distribution 33%
  • Quality Measure 33%
  • Linear Combination 33%

• Interpretable Subgraph Feature Extraction for Hyperlink Prediction

  Li, P., Pan, L., Li, K., Plant, C. & Böhm, C., 2023, IEEE International Conference on Data Mining, ICDM 2023, Shanghai, China, December 1-4, 2023. IEEE, p. 279-288 10 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

• Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part I

  Koutra, D. (ed.), Plant, C. (ed.), Gomez-Rodriguez, M. (ed.), Baralis, E. (ed.) & Bonchi, F. (ed.), 2023, In: Lecture Notes in Computer Science. 14169

  Publications: Contribution to journal › Article › Peer Reviewed

• Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part II

  Koutra, D. (ed.), Plant, C. (ed.), Rodriguez, M. G. (ed.), Baralis, E. (ed.) & Bonchi, F. (ed.), 2023, In: Lecture Notes in Computer Science. 14170

  Publications: Contribution to journal › Article › Peer Reviewed

• Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III

  Koutra, D. (ed.), Plant, C. (ed.), Rodriguez, M. G. (ed.), Baralis, E. (ed.) & Bonchi, F. (ed.), 2023, In: Lecture Notes in Computer Science. 14171

  Publications: Contribution to journal › Article › Peer Reviewed

• Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part IV

  Koutra, D. (ed.), Plant, C. (ed.), Rodriguez, M. G. (ed.), Baralis, E. (ed.) & Bonchi, F. (ed.), 2023, In: Lecture Notes in Computer Science. 14172

  Publications: Contribution to journal › Article › Peer Reviewed

• Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part V

  Koutra, D. (ed.), Plant, C. (ed.), Rodriguez, M. G. (ed.), Baralis, E. (ed.) & Bonchi, F. (ed.), 2023, In: Lecture Notes in Computer Science. 14173

  Publications: Contribution to journal › Article › Peer Reviewed

• Network Embedding via Deep Prediction Model

  Sun, X., Song, Z., Yu, Y., Dong, J., Plant, C. & Böhm, C., 1 Apr 2023, In: IEEE Transactions on Big Data. 9, 2, p. 455-470 16 p.

  Publications: Contribution to journal › Article › Peer Reviewed

• Non-Redundant Image Clustering of Early Medieval Glass Beads

  Miklautz, L., Shkabrii, A., Leiber, C., Tobias, B., Seidl, B., Weissensteiner, E., Rausch, A., Böhm, C. & Plant, C., 2023, 2023 IEEE 10th International Conference on Data Science and Advanced Analytics, DSAA 2023 - Proceedings. Manolopoulos, Y. & Zhou, Z-H. (eds.). p. 1-12 12 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  • Classification 100%
  • Clustering 100%
  • Historical Time 50%
  • Clustering Quality 50%
  • Archaeological Data 50%

• Semi-Supervised Embedding of Attributed Multiplex Networks

  Sadikaj, Y., Rass, J., Velaj, Y. & Plant, C., Apr 2023, Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023. Ding, Y., Tang, J., Sequeda, J. F., Aroyo, L., Castillo, C. & Houben, G-J. (eds.). New York: ACM, p. 578-587 10 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  Open Access

  • Node Embedding 100%
  • Node Classification 100%
  • Lower Dimensional Space 100%
  • World Application 100%

• Teaching Data Science to Non-Computer Science Students: A Learner-Centered Approach

  Velaj, Y., Dolezal, D., Ambros, R., Plant, C. & Motschnig, R., 21 Oct 2023, 2023 IEEE Frontiers in Education Conference (FIE). p. 1-9 9 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

• Two-Year Progress of Pilot Research Activities in Teaching Digital Thinking Project (TDT)

  Ambros, R., Bernsteiner, A., Bloem, R., Dolezal, D., Garzia, D., Göltl, K., Haagen-Schützenhöfer, C., Hadler, M., Hell, T., Herderich, A., Jercic, P., Kayali, F., Kemény, F., Kirsch, C., Kloesch, B., Kocher, D., Landerl, K., Lasser, J., Lex, E., Motschnig, R., & 10 othersPlant, C., Posch, L., Reiter-Haas, M., Schubatzky, T., Slany, W., Sokolova, A., Spitzer, P., Steinböck, M., Velaj, Y. & Yüksel-Arslan, P., 1 Apr 2023, In: Zeitschrift für Hochschulentwicklung. 18, p. 117-136 20 p.

  Publications: Contribution to journal › Article › Peer Reviewed

  Open Access

  • Pilot Projects 100%
  • Digital Transformation 100%
  • Scientific Activities 100%
  • Educational Activities 50%
  • 21st century 50%
• 2022

  Automatic Parameter Selection for Non-Redundant Clustering

  Leiber, C., Mautz, D., Plant, C. & Böhm, C., 2022, Proceedings of the 2022 SIAM International Conference on Data Mining, SDM 2022, Alexandria, VA, USA, April 28-30, 2022. Banerjee, A., Zhou, Z-H., Papalexakis, E. E. & Riondato, M. (eds.). SIAM, p. 226-234 9 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  • Parameter Space 100%
  • Minimum Description Length 100%

• AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree

  Pacher, C., Schicker, I., deWit, R., Hlavácková-Schindler, K. & Plant, C., 13 Dec 2022, arXiv.org, 11 p.

  Publications: Working paper › Preprint

• Causal Discovery in Hawkes Processes by Minimum Description Length

  Jalaldoust, A., Hlavácková-Schindler, K. & Plant, C., 28 Jun 2022, 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. Palo Alto, California: AAAI Press, p. 6978-6987 10 p. (Proceedings of the ... National Conference on Artificial Intelligence; No. 6, Vol. 36).

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  Open Access

  • Selection Task 100%
  • Problem Discovery 100%

• DBHD: Density-based clustering for highly varying density

  Durani, W., Mautz, D., Plant, C. & Böhm, C., 2022, IEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022. IEEE, p. 921-926 6 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

• Deep Clustering With Consensus Representations

  Miklautz, L., Teuffenbach, M., Weber, P., Perjuci, R., Durani, W., Böhm, C. & Plant, C., 2022, 22nd IEEE International Conference on Data Mining 2022.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  • Deep Learning Method 100%

• Designing a Data Science Course for Non-Computer Science Students: Practical Considerations and Findings

  Velaj, Y., Dolezal, D., Ambros, R., Plant, C. & Motschnig, R., 2022, 2022 IEEE Frontiers in Education Conference, FIE 2022. Piscataway, NJ: IEEE, p. 1-9 9 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

• Enhancing k-Means Algorithm with Tensor Processing Unit

  Mummoju, P., Wolff, A., Perdacher, M., Plant, C. & Böhm, C., 1 Dec 2022, 2022 IEEE International Conference on Big Data (IEEE BigData). Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Piscataway: IEEE, p. 194-200 7 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

• Interpretable Gait Recognition by Granger Causality

  Balazia, M., Hlavácková-Schindler, K., Sojka, P. & Plant, C., 2022, 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022. Piscataway, NJ: IEEE, p. 1069-1075 7 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  • Biometric Characteristic 100%

• Learnable Graph Convolutional Network and Feature Fusion for Multi-view Learning

  Chen, Z., Fu, L., Yao, J., Guo, W., Plant, C. & Wang, S., 16 Nov 2022, arXiv.org, 29 p.

  Publications: Working paper › Preprint

• Multi-view Graph Convolutional Networks with Differentiable Node Selection

  Chen, Z., Fu, L., Xiao, S., Wang, S., Plant, C. & Guo, W., 9 Dec 2022, arXiv.org, 20 p.

  Publications: Working paper › Preprint

• Quantification of Kuramoto Coupling Between Intrinsic Brain Networks Applied to fMRI Data in Major Depressive Disorder

  Bauer, L., Hirsch, F., Jones, C., Hollander, M., Grohs, P., Anand, A., Plant, C. & Wohlschläger, A., 3 Mar 2022, In: Frontiers in Computational Neuroscience. 16, 14 p., 729556.

  Publications: Contribution to journal › Article › Peer Reviewed

  Open Access

  • Brain Network 100%
  • Functional Magnetic Resonance Imaging 100%
  • Major Depressive Disorder 100%
  • Functional Connectivity 20%

• The DipEncoder: Enforcing Multimodality in Autoencoders

  Leiber, C., Bauer, L. G. M., Neumayr, M., Plant, C. & Böhm, C., 2022, KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022. Zhang, A. & Rangwala, H. (eds.). ACM, p. 846-856 11 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  Open Access

  • Assumed Distribution 100%

• Visualization in Data Science VDS @ KDD 2022

  Plant, C., Hubig, N. C., Shao, J., Ottley, A., Gou, L., Möller, T., Perer, A., Lex, A. & Crisan, A., 2022, KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022. Zhang, A. & Rangwala, H. (eds.). ACM, p. 4894-4895 2 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  Open Access

  • Machine Learning 100%
  • Data Mining 100%
  • Learning System 100%
  • Physical Science 50%
  • Practical Issue 50%
• 2021

  A deep CNN model for medium-range spatio-temporal wind speed prediction for wind energy applications

  Hlavackova-Schindler, K., Scheepens, D., Plant, C. & Schicker, I., 7 Sept 2021.

  Publications: Contribution to conference › Paper

  Open Access

  • Wind Power 100%
  • Wind Velocity 100%
  • Wind Speed 100%
  • Compressed Air Motors 20%
  • Fifth Generation of ECMWF Atmospheric Reanalysis of the Global Climate 16%

• A Novel Hilbert Curve for Cache-locality Preserving Loops

  Bohm, C., Perdacher, M. & Plant, C., 1 Jun 2021, In: IEEE Transactions on Big Data. 7, 2, p. 241-254 14 p.

  Publications: Contribution to journal › Article › Peer Reviewed

• Density-Based Clustering for Adaptive Density Variation

  Qian, L., Plant, C. & Böhm, C., 2021, Proceedings - 21st IEEE International Conference on Data Mining, ICDM 2021. Bailey, J., Miettinen, P., Koh, Y. S., Tao, D. & Wu, X. (eds.). Piscataway, NJ: IEEE, p. 1282-1287 6 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  • Density Variation 100%
  • Clustering Algorithm 100%
  • Arbitrary Shape 20%
  • Knowledge Discovery 20%
  • Data Mining 20%

• Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces

  Miklautz, L., Bauer, L., Mautz, D., Tschiatschek, S., Böhm, C. & Plant, C., 2021, Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21): Montreal, 19-27 August 2021. Zhou, Z-H. (ed.). International Joint Conferences on Artificial Intelligence, p. 2826-2832 7 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  Open Access

• Dip-based Deep Embedded Clustering with k-Estimation

  Bauer, L., Leiber, C., Schelling, B., Boehm, C. & Plant, C., 14 Aug 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining: August 14 - 18, 2021. New York, NY: Association for Computing Machinery (ACM), p. 903-913 11 p.

  Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

  Open Access

  • Deep Learning Method 100%
  • Autoencoder 100%
  • Neural Network 50%
  • Clustering Algorithm 50%
  • Unsupervised Neural Network 50%

• Fusing Attributed and Topological Global-Relations for Network Embedding

  Sun, X., Yu, Y., Liang, Y., Dong, J., Plant, C. & Böhm, C., May 2021, In: Information Sciences. 558, p. 76-90 15 p.

  Publications: Contribution to journal › Article › Peer Reviewed

  • Topological Structure 100%
  • Attribute Value 50%
  • Link Prediction 50%
  • Prediction Node 50%
  • Superior Performance 50%