Items where Author is "Plant, Claudia"

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Number of items: 167.

Journal Paper

  • Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs
    Bakumenko, Alexander and Hlavackova-Schindler, Katerina and Plant, Claudia and Hubig, Nina ISSN Machine Learning Arxiv (2024)

  • Spectral Clustering of Attributed Multi-relational Graphs
    Sadikaj, Ylli and Velaj, Yllka and Behzadi, Sahar and Plant, Claudia CoRR, abs/23. ISSN 978-1-4503-8332-5 (2023)

  • Two-Year Progress of Pilot Research Activities in Teaching Digital Thinking Project (TDT)
    Ambros, Roland and Bernsteiner, Angelika and Bloem, Roderick and Dolezal, Dominik and Garzia, David and Göltl, Katrin and Haagen-Schützenhöfer, Claudia and Hadler, Markus and Hell, Timotheus and Herderich, Alina and Jercic, Petar and Kayali, Fares and Kemény, Ferenc and Kirsch, Christoph and Kloesch, Beate and Kocher, Daniel and Landerl, Karin and Lasser, Jana and Lex, Elisabeth and Motschnig, Renate and Plant, Claudia and Posch, Lisa and Reiter-Haas, Markus and Schubatzky, Thomas and Slany, Wolfgang and Sokolova, Ana and Spitzer, Philipp and Steinböck, Matthias and Velaj, Yllka and Yüksel-Arslan, Pelin ISSN 2219-6994 (2023)

  • Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extreme wind speed events in the short to medium range
    Scheepens, Daan and Schicker, Irene and Hlavackova-Schindler, Katerina and Plant, Claudia pp. 251-270 ISSN 1991-9603 Copernicus Publications (2023)

  • AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing
    Chen, Zhaoliang and Wu, Zhihao and Lin, Zhenghong and Wang, Shiping and Plant, Claudia and Guo, Wenzhong CoRR, abs/23. ISSN 2331-8422 (2023)

  • Attributed Multi-order Graph Convolutional Network for Heterogeneous Graphs
    Chen, Zhaoliang and Wu, Zhihao and Zhong, Luying and Plant, Claudia and Wang, Shiping and Guo, Wenzhong CoRR, abs/23. ISSN 2331-8422 (2023)

  • Learnable graph convolutional network and feature fusion for multi-view learning
    Chen, Zhaoliang and Fu, Lele and Yao, Jie and Guo, Wenzhong and Plant, Claudia and Wang, Shiping Inf. Fusion, 95. pp. 109-119 ISSN 1566-2535 (2023)

  • Network Embedding via Deep Prediction Model
    Sun, Xin and Song, Zenghui and Yu, Yongbo and Dong, Junyu and Plant, Claudia and Böhm, Christian IEEE Trans. Big Data, 9 (2). pp. 455-470 ISSN 2332-7790 (2023)

  • Quantification of Kuramoto Coupling Between Intrinsic Brain Networks Applied to fMRI Data in Major Depressive Disorder
    Bauer, Lena G. M. and Hirsch, Fabian and Jones, Corey and Hollander, Matthew and Grohs, Philipp and Anand, Amit and Plant, Claudia and Wohlschläger, Afra p. 729556 ISSN 1662-5188 Frontiers Media S.A. (2022)

  • AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree
    Pacher, Christina and Schicker, Irene and DeWit, Rosmarie and Schindlerova (Hlavackova-Schindler), Katerina and Plant, Claudia CoRR, abs/22. ISSN 2331-8422 (2022)

  • Causal Discovery in Hawkes Processes by Minimum Description Length
    Jalaldoust, Amirkasra and Hlavackova-Schindler, Katerina and Plant, Claudia CoRR, abs/22. ISSN 2331-8422 (2022)

  • Interpretable Gait Recognition by Granger Causality
    Balazia, Michal and Hlavackova-Schindler, Katerina and Sojka, Petr and Plant, Claudia CoRR, abs/22. ISSN 2331-8422 (2022)

  • Multi-view Graph Convolutional Networks with Differentiable Node Selection
    Chen, Zhaoliang and Fu, Lele and Xiao, Shunxin and Wang, Shiping and Plant, Claudia and Guo, Wenzhong CoRR, abs/22. ISSN 2331-8422 (2022)

  • Incorporating User's Preference into Attributed Graph Clustering
    Ye, Wei and Mautz, Dominik and Böhm, Christian and Singh, Ambuj and Plant, Claudia IEEE Transactions on Knowledge & Data Engineering, 33 (12). pp. 3716-3728 ISSN 1041-4347 (2021)

  • IncDTW: An R Package for Incremental Calculation of Dynamic Time Warping
    Leodolter, Maximilian and Plant, Claudia and Brändle, Norbert pp. 1-23 ISSN 1548-7660 Journal of Statistical Software (2021)

  • A Novel Hilbert Curve for Cache-locality Preserving Loops
    Böhm, Christian and Perdacher, Martin and Plant, Claudia IEEE Transactions on Big Data, 7 (2). pp. 241-254 ISSN 2332-7790 (2021)

  • Fusing Attributed and Topological Global-Relations for Network Embedding
    Sun, Xin and Yu, Yongbo and Liang, Yao and Dong, Junyu and Plant, Claudia and Böhm, Christian Information Sciences. ISSN 0020-0255 (2021)

  • GPU backed Data Mining on Android Devices
    Fritze, Robert and Plant, Claudia CoRR, abs/21. ISSN 2331-8422 (2021)

  • High performance computing on Android devices - a case study
    Fritze, Robert and Plant, Claudia CoRR, abs/21. ISSN 2331-8422 (2021)

  • Heterogeneous graphical Granger causality by minimum message length
    Hlavackova-Schindler, Katerina and Plant, Claudia pp. 1-21 ISSN 1099-4300 MDPI (2020)

  • DeepECT: The Deep Embedded Cluster Tree
    Mautz, Dominik and Plant, Claudia and Böhm, Christian Data Sci. Eng., 5 (4). pp. 419-432 ISSN 23748486 (2020)

  • Feature selection, ensemble learning, and artificial neural Networks for Short-Range Wind Speed Forecasts
    Papazek, Petrina and Schicker, Irene and Plant, Claudia and Kann, Alexander and Wang, Yong Meteorologische Zeitschrift, 29. ISSN 0941-2948 (2020)

  • Non-Redundant Subspace Clusterings with Nr-Kmeans and Nr-DipMeans
    Mautz, Dominik and Ye, Wei and Plant, Claudia and Böhm, Christian ACM Trans. Knowl. Discov. Data, 14 (5). 55:1-55:24 ISSN 1556-4681 (2020)

  • Clustering of mixed-type data considering concept hierarchies: problem specification and algorithm
    Behzadi Soheil, Sahar and Müller, Nikola and Plant, Claudia and Böhm, Christian pp. 233-248 ISSN 2364-4168 Springer (2020)

  • The Data Mining Group at University of Vienna
    Altinigneli, Muzaffer Can and Bauer, Lena G. M. and Behzadi, Sahar and Fritze, Robert and Schindlerova (Hlavackova-Schindler), Katerina and Leodolter, Maximilian and Miklautz, Lukas and Perdacher, Martin and Sadikaj, Ylli and Schelling, Benjamin and Plant, Claudia Datenbank-Spektrum, 20 (1). pp. 71-79 ISSN 1618-2162 (2020)

  • Dataset-Transformation: improving clustering by enhancing the structure with DipScaling and DipTransformation
    Schelling, Benjamin and Plant, Claudia Knowl. Inf. Syst., 62 (2). pp. 457-484 ISSN 0219-1377 (2020)

  • Synchronization-based clustering on evolving data stream
    Shao, Junming and Tan, Yue and Gao, Lianli and Yang, Qinli and Plant, Claudia and Assent, Ira Inf. Sci., 501. pp. 573-587 (2019)

  • Synchronization-based clustering on evolving data stream
    Shao, Junming and Tan, Yue and Gao, Lianli and Yang, Qinli and Plant, Claudia and Assent, Ira Information Sciences, 501. pp. 573-587 ISSN 0020-0255 (2019)

  • Dataset-Transformation: Improving Clustering by enhancing the structure with DipScaling and DipTransformation
    Schelling, Benjamin and Plant, Claudia pp. 1-28 Springer (2019)

  • Transferring deep knowledge for object recognition in Low-quality underwater videos
    Sun, Xin and Shi, Junyu and Liu, Lipeng and Dong, Junyu and Plant, Claudia and Wang, Xinhua and Zhou, Huiyu Neurocomputing, 275. pp. 897-908 ISSN 0925-2312 (2018)

  • A Novel Hilbert Curve for Cache-locality Preserving Loops
    Böhm, Christian and Perdacher, Martin and Plant, Claudia IEEE Transactions on Big Data. pp. 1-14 ISSN 2332-7790 (2018)

  • Synchronization-based scalable subspace clustering of high-dimensional data
    Shao, Junming and Wang, Xinzuo and Yang, Qinli and Plant, Claudia and Böhm, Christian pp. 83-111 ISSN 0219-1377 (2017)

  • Synchronization-based scalable subspace clustering of high-dimensional data
    Shao, Junming and Wang, Xinzuo and Yang, Qinli and Plant, Claudia and Böhm, Christian Knowledge and Information Systems. pp. 1-29 ISSN 0219-1377 (2016)

  • Clustering Techniques for Neuroimaging Applications
    Derntl, Alexandra and Plant, Claudia Wiley Int. Rev. Data Min. and Knowl. Disc., 6 (1). pp. 22-36 ISSN 1942-4795 John Wiley & Sons, Inc. (2015)

  • Anytime Density-based Clustering of Complex Data
    Mai, Son T. and He, Xiao and Feng, Jing and Plant, Claudia and Böhm, Christian Knowl. Inf. Syst., 45 (2). pp. 319-355 ISSN 0219-1377 Springer-Verlag New York, Inc. (2015)

  • Ternary Matrix Factorization: problem definitions and algorithms
    Maurus, S. and Plant, Claudia pp. 1-31 ISSN 0219-1377 (2015)

  • Predicting Multiple Functions of Sustainable Flood Retention Basins under Uncertainty via Multi-instance Multi-label Learning
    Yang, Q. and Böhm, Christian and Scholz, M. and Plant, Claudia and Shao, J. pp. 1359-1377 ISSN 0043-1354 (2015)

  • Mining Interaction Patterns among Brain Regions by Clustering
    Plant, Claudia and Zherdin, Andrew and Sorg, Christian and Meyer-Baese, Anke and Wohlschläger, Afra M. IEEE Trans. Knowl. Data Eng., 26 (9). pp. 2237-2249 ISSN 1041-4347 (2014)

  • 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
    Pasquini, Lorenzo and Tonch, Annika and Plant, Claudia and Zherdin, Andrew and Ortner, Marion and Kurz, Alexander and Förstl, Hans and Zimmer, Claus and Grimmer, Timo and Wohlschläger, Afra M. and Riedl, Valentin and Sorg, Christian Brain Connectivity, 4 (5). pp. 323-336 ISSN 2158-0014 (2014)

  • Computer-aided diagnosis for diagnostically challenging breast lesions in DCE-MRI based on image registration and integration of morphologic and dynamic characteristics
    Retter, Felix and Plant, Claudia and Burgeth, Bernhard and Botella, Guillermo and Schlossbauer, Thomas and Meyer-Baese, Anke EURASIP J. Adv. Sig. Proc., 2013. p. 157 ISSN 1687-6180 (2013)

  • Robust Automated Detection of Microstructural White Matter Degeneration in Alzheimer's Disease Using Machine Learning Classification of Multicenter DTI Data
    Dyrba, Martin and Ewers, Michael and Wegrzyn, Martin and Kilimann, Ingo and Plant, Claudia and Oswald, Annahita and Meindl, Thomas and Pievani, Michela and Bokde, Arun L. W. and Fellgiebel, Andreas and Filippi, Massimo and Hampel, Harald and Klöppel, Stefan and Hauenstein, Karlheinz and Kirste, Thomas and Teipel, Stefan J. and the EDSD study group, . PLOS ONE, 8 (5). pp. 1-14 ISSN 1932-6203 Public Library of Science (2013)

  • Measuring Non-Gaussianity by Phi-Transformed and Fuzzy Histograms
    Plant, Claudia and Son, Mai Thai and Shao, Junming and Theis, Fabian J. and Baese, Anke Meyer and Böhm, Christian Adv. Artificial Neural Systems, 2012. ISSN 1687-7594 (2012)

    • Paper in Conference Proceedings or in Workshop Proceedings

  • Text-Guided Alternative Image Clustering
    Stephan, Andreas and Miklautz, Lukas and Leiber, Collin and Luz de Araujo, Pedro Henrique and Repas, Dominik and Plant, Claudia and Roth, Benjamin In: In Proceedings of the 9th Workshop on Representation Learning for NLP (RepL4NLP-2024) , August 11–16, 2024 , Bangkok, Thailand (2024)

  • Detection of Meteorological Variables in a Wind Farm Influencing the Extreme Wind Speed by Heterogenerous Granger Causality
    Hlavackova-Schindler, Katerina and Schicker, Irene and Hoxhallari, Kejsi and Plant, Claudia In: ICLR 2024 Workshop: Tackling Climate Change with Machine Learning , May 7-11, 2024 , Vienna, Austria (2024)

  • Causal Discovery among Wind-related Variables in a Wind Farm under Extreme Wind Speed Scenarios: Comparison of Results using Granger Causality and Interactive k-Means Clustering
    Hlavackova-Schindler, Katerina and Hoxhallari, Kejsi and Caumel Morales, Luis and Schicker, Irene and Plant, Claudia In: EGU 2024 - Many shades of causality analysis in Earth Sciences: Methods, challenges and applications , May, 18, 2024 , Vienna, Austria (2024)

  • Text-Guided Image Clustering
    Stephan, Andreas and Miklautz, Lukas and Sidak, Kevin and Wahle, Jan Philip and Gipp, Bela and Plant, Claudia and Roth, Benjamin In: 18th Conference of the European Chapter of the Association for Computational Linguistics , 17-22 Mar 2024 , St. Julian’s, Malta (2024)

  • CaFe DBSCAN: A Density-based Clustering Algorithm for Causal Feature Learning
    Weber, Pascal and Miklautz, Lukas and Kumar, Akshey and Grosse-Wentrup, Moritz and Plant, Claudia In: 10th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2023, Thessaloniki, Greece, October 9-13, 2023 , 9-13 Oct 2023 , Thessaloniki, Greece (2023)

  • Teaching Data Science to Non-Computer Science Students: A Learner-Centered Approach
    Velaj, Yllka and Dolezal, Dominik and Ambros, Roland and Plant, Claudia and Motschnig, Renate In: 2023 IEEE Frontiers in Education Conference (FIE) , 18-21 Oct. 2023 , College Station, TX, USA (2023)

  • Pattern Discovery in an EEG Database of Depression Patients: Preliminary Results
    Hlavackova-Schindler, Katerina and Pacher, Christina and Plant, Claudia and Lazarenko, Mykola and Palus, Milan and Hlinka, Jaroslav and Kathpalia, Aditi and Brunovsky, Martin In: Measurement , 29.-31.5.2023 , Smolenice, Slovakia (2023)

  • Influence of meteorological parameters in wind storms by Granger causal analysis
    Fuchs, Andreas and Hlavackova-Schindler, Katerina and Plant, Claudia and Schicker, Irene In: Wind Energy Science Conference 2023 , 23-26.5.2023 , Glasgow, UK (2023)

  • Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering
    Bauer, Lena G. M. and Leiber, Collin and Böhm, Christian and Plant, Claudia In: Proceedings of the 2023 SIAM International Conference on Data Mining, SDM 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023 , 27-29 Apr 2023 , Minneapolis, Minnesota, U.S. (2023)

  • Analyzing the Communication Clusters in Datacenters
    Foerster, Klaus-Tycho and Marette, Thibault and Neumann, Stefan and Plant, Claudia and Sadikaj, Ylli and Schmid, Stefan and Velaj, Yllka In: Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023 , 30 April - 04 May 2023 , Austin, TX, USA (2023)

  • Application of Deep Clustering Algorithms
    Leiber, Collin and Miklautz, Lukas and Plant, Claudia and Böhm, Christian In: 32nd ACM International Conference on Information and Knowledge Management , 21.10.2023 - 25.10.2023 , Birmingham, United Kingdom (2023)

  • Benchmarking Deep Clustering Algorithms With ClustPy
    Leiber, Collin and Miklautz, Lukas and Plant, Claudia and Böhm, Christian In: IEEE International Conference on Data Mining, ICDM 2023 - Workshops, Shanghai, China, December 4, 2023 , 1-4 Dec 2023 , Shanghai, China (2023)

  • Incorporating User's Preference into Attributed Graph Clustering : Extended abstract
    Ye, Wei and Mautz, Dominik and Böhm, Christian and Singh, Ambuj K. and Plant, Claudia In: 39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023 , 3-7 Apr 2023 , Anaheim, CA (2023)

  • Interpretable Subgraph Feature Extraction for Hyperlink Prediction
    Li, Peiyan and Pan, Liming and Li, Kai and Plant, Claudia and Böhm, Christian In: IEEE International Conference on Data Mining, ICDM 2023, Shanghai, China, December 1-4, 2023 , 1-4 Dec 2023 , Shanghai, China (2023)

  • Non-Redundant Image Clustering of Early Medieval Glass Beads
    Miklautz, Lukas and Shkabrii, Andrii and Leiber, Collin and Tobias, Bendeguz and Seidl, Benedict and Weissensteiner, Elisabeth and Rausch, Andreas and Böhm, Christian and Plant, Claudia In: The 10th IEEE International Conference on Data Science and Advanced Analytics , 9-13 Oct 2023 , Thessaloniki, Greece (2023)

  • Semi-Supervised Embedding of Attributed Multiplex Networks
    Sadikaj, Ylli and Rass, Justus and Velaj, Yllka and Plant, Claudia In: Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023 , 30 April - 04 May 2023 , Austin, TX, USA (2023)

  • Enhancing k-Means Algorithm with Tensor Processing Unit
    Mummoju, Pranava and Wolff, Anna and Perdacher, Martin and Plant, Claudia and Böhm, Christian In: 2022 IEEE International Conference on Big Data (IEEE BigData 2022) , 17-20 Dec 2022 , Osaka, Japan (2022)

  • AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree
    Pacher, Christina and Schicker, Irene and DeWit, Rosmarie and Hlavackova-Schindler, Katerina and Plant, Claudia In: The 9th IEEE International Conference on Data Science and Advanced Analytics 2022 , October 13-16, 2022 , Shenzhen, China (2022)

  • The influence of meteorological parameters on wind speed extreme events: A causal inference approach
    Hlavackova-Schindler, Katerina and Fuchs, Andreas and Plant, Claudia and Schicker, Irene and DeWit, Rosmarie In: The General Assembly 2022 of the European Geosciences Union , 23-27.5.2022 , Vienna, Austria (2022)

  • Causal Discovery in Hawkes Processes by Minimum Description Length
    Jalaldoust, Amirkasra and Hlavackova-Schindler, Katerina and Plant, Claudia In: The 36th AAAI Conference on Artificial Intelligence 2022 , 22 Feb - 01 Mar 2022 , Vancouver, British Columbia, Canada (2022)

  • Automatic Parameter Selection for Non-Redundant Clustering
    Leiber, Collin and Mautz, Dominik and Plant, Claudia and Böhm, Christian In: Proceedings of the 2022 SIAM International Conference on Data Mining, SDM 2022, Alexandria, VA, USA, April 28-30, 2022 , 28-30 April 2022 , Alexandria, Virginia, USA (2022)

  • DBHD: Density-based clustering for highly varying density
    Durani, Walid and Mautz, Dominik and Plant, Claudia and Böhm, Christian In: IEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022 , 28 Nov - 01 Dec 2022 , Orlando, FL, USA (2022)

  • Deep Clustering With Consensus Representations
    Miklautz, Lukas and Teuffenbach, Martin and Weber, Pascal and Perjuci, Rona and Durani, Walid and Böhm, Christian and Plant, Claudia In: 22nd IEEE International Conference on Data Mining 2022 , 28 Nov - 01 Dec , Orlando, FL, USA (2022)

  • Designing a Data Science Course for Non-Computer Science Students: Practical Considerations and Findings
    Velaj, Yllka and Dolezal, Dominik and Ambros, Roland and Plant, Claudia and Motschnig, Renate In: Frontiers in Education 2022 , 8-11 Oct. 2022 , Uppsala, Sweden (2022)

  • The DipEncoder: Enforcing Multimodality in Autoencoders
    Leiber, Collin and Bauer, Lena G. M. and Neumayr, Michael and Plant, Claudia and Böhm, Christian In: KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022 , 14-18 Aug 2022 , Washington DC, USA (2022)

  • Interpretable Gait Recognition by Granger Causality
    Balazia, Michal and Schindlerova (Hlavackova-Schindler), Katerina and Sojka, Petr and Plant, Claudia In: 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022 , 21-25 Aug 2022 , Montreal, QC, Canada (2022)

  • Interpretable Gait Recognition by Granger Causality
    Balazia, Michal and Hlavackova-Schindler, Katerina and Sojka, Petr and Plant, Claudia In: The 26th International Conference on Pattern Recognition , August 21-25, 2022 , Montréal, Québec, Canada (2022)

  • Visualization in Data Science VDS @ KDD 2022
    Plant, Claudia and Hubig, Nina C. and Shao, Junming and Ottley, Alvitta and Gou, Liang and Möller, Torsten and Perer, Adam and Lex, Alexander and Crisan, Anamaria In: KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022 , 14-18 Aug 2022 , Washington DC, USA (2022)

  • A deep CNN model for medium-range spatio-temporal wind speed prediction for wind energy applications
    Scheepens, Deen and Schindlerova (Hlavackova-Schindler), Katerina and Plant, Claudia and Schicker, Irene In: European Meteorological Society Annual Meeting 2021 , 03.-10.09.2021 , Virtual (2021)

  • Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces
    Miklautz, Lukas and Bauer, Lena G. M. and Mautz, Dominik and Tschiatschek, Sebastian and Böhm, Christian and Plant, Claudia In: Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21) , 19.-27.08.2021 , Montreal, Canada (2021)

  • Dip-based Deep Embedded Clustering with k-Estimation
    Bauer, Lena G. M. and Leiber, Collin and Schelling, Benjamin and Böhm, Christian and Plant, Claudia In: 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD) , 14.-18.08.2021 , Singapore (2021)

  • Spectral Clustering of Attributed Multi-relational Graphs
    Sadikaj, Ylli and Velaj, Yllka and Behzadi Soheil, Sahar and Plant, Claudia In: 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD) , 14.-18.08.2021 , Singapore (2021)

  • VDS'21: Visualization in Data Science
    Plant, Claudia and Ottley, Alvitta and Gou, Liang and Möller, Torsten and Perer, Adam and Lex, Alexander and Shao, Junming In: KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021 , 14.-18.08.2021 , Singapore, Virtual (2021)

  • Density-Based Clustering for Adaptive Density Variation
    Qian, Li and Plant, Claudia and Böhm, Christian In: IEEE International Conference on Data Mining, ICDM 2021, Auckland, New Zealand, December 7-10, 2021 , 07-10 Dec 2021 , Auckland, New Zealand (2021)

  • Improved Data Locality Using Morton-order Curve on the Example of LU Decomposition
    Perdacher, Martin and Plant, Claudia and Böhm, Christian In: IEEE International Conference on Big Data (Big Data) , 10.-13.12.2020 , Atlanta, Georgia USA (2020)

  • Massively Parallel Graph Drawing and Representation Learning
    Böhm, Christian and Plant, Claudia In: IEEE International Conference on Big Data (Big Data) , 10.-13.12.2020 , Atlanta, Georgia USA (2020)

  • Massively Parallel Random Number Generation
    Böhm, Christian and Plant, Claudia In: IEEE International Conference on Big Data (Big Data) , 10.-13.12.2020 , Atlanta, Georgia USA (2020)

  • A Distance Metric for Sets of Events
    Sahann, Raphael and Plant, Claudia and Möller, Torsten In: The 7th IEEE International Conference on Data Science and Advanced Analytics 2020 , 6-9 October 2020 , Sydney, Australia (2020)

  • Poisson graphical Granger causality by minimum message length
    Hlavackova-Schindler, Katerina and Plant, Claudia In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2020 , 14-18 Sep 2020 , Ghent, Belgium (2020)

  • RandomLink - Avoiding Linkage-Effects by employing Random Effects for Clustering
    Sluiter, Gert and Schelling, Benjamin and Plant, Claudia In: 31st International Conference on Database and Expert Systems Applications , 14-17 Sep 2020 , Bratislava, Slovakia (2020)

  • Utilizing Structure-rich Features to improve Clustering
    Schelling, Benjamin and Bauer, Lena G. M. and Behzadi, Sahar and Plant, Claudia In: The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2020 , 14. - 18.9.2020 , Ghent, Belgium (2020)

  • Graphical Granger causality by information-theoretic criteria
    Hlavackova-Schindler, Katerina and Plant, Claudia In: 24th European Conference on Artificial Intelligence 2020 , 29 Aug - 08 Sep 2020 , Santiago de Compostela (2020)

  • Deep Embedded Non-Redundant Clustering
    Miklautz, Lukas and Mautz, Dominik and Altinigneli, M. C. and Böhm, Christian and Plant, Claudia In: 34th AAAI Conference on Artificial Intelligence , 07-12 Feb 2020 , New York (2020)

  • Data Compression as a Comprehensive Framework for Graph Drawing and Representation Learning
    Plant, Claudia and Biedermann, Sonja and Böhm, Christian In: KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020 , 23-27 Aug 2020 , San Diego, USA (Virtual Conference) (2020)

  • A Distance Metric for Sets of Events
    Sahann, Raphael and Plant, Claudia and Möller, Torsten In: 7th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2020, Sydney, Australia, October 6-9, 2020 , 06-09 Oct 2020 , Sydney, Australia (2020)

  • Hierarchical Quick Shift Guided Recurrent Clustering
    Altinigneli, Muzaffer Can and Miklautz, Lukas and Böhm, Christian and Plant, Claudia In: 36th IEEE International Conference on Data Engineering, ICDE 2020 , 20-24 Apr 2020 , Dallas, Texas, USA (2020)

  • ITGH: Information-theoretic Granger Causal Inference on Heterogeneous Data
    Behzadi Soheil, Sahar and Schelling, Benjamin and Plant, Claudia In: The 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining , 11-14 May 2020 , Singapore, Singapore (Online Conference) (2020)

  • Non-linear Cluster Enhancement: Forcing Clusters into a compact shape
    Schelling, Benjamin and Miklautz, Lukas and Plant, Claudia In: 24th European Conference on Artificial Intelligence , 29 Aug - 08 Sep 2020 , Santiago de Compostela, Spain (Online Conference) (2020)

  • Planting Synchronisation Trees for Discovering Interaction Patterns among Brain Regions
    Bauer, Lena G. M. and Grohs, Philipp and Wohlschläger, Afra and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) 2019 PhD Forum , 8.-11. Nov 2019 , Beijing, China (2019)

  • DipTransformation: Enhancing the Structure of a Dataset and thereby improving Clustering (Extended Abstract)
    Schelling, Benjamin and Plant, Claudia In: 49. GI-Jahrestagung INFORMATIK 2019 , 23.-26.9.2019 , Kassel, Deutschland (2019)

  • Cache-oblivious High-performance Similarity Join
    Perdacher, Martin and Plant, Claudia and Böhm, Christian In: Proceedings of the 2019 International Conference on Management of Data, SIGMOD Conference 2019 , June 30 - July 5, 2019 , Amsterdam (2019)

  • Clustering of Mixed-type Data Considering Concept Hierarchies
    Behzadi, Sahar and Müller, Nikola and Plant, Claudia and Böhm, Christian In: The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2019 , 14-17 April , Macau, China (2019)

  • Deep Embedded Cluster Tree
    Mautz, Dominik and Plant, Claudia and Böhm, Christian In: 2019 IEEE International Conference on Data Mining, ICDM 2019, Beijing, China, November 8-11, 2019 , 08-11 Nov 2019 , Beijing, China (2019)

  • Granger Causality for Heterogeneous Processes
    Behzadi, Sahar and Schindlerova (Hlavackova-Schindler), Katerina and Plant, Claudia In: The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2019 , 14-17 April , Macau, China (2019)

  • ITGC: Information-theoretic grid-based clustering
    Behzadi, Sahar and Hinterhauser, Hermann and Plant, Claudia In: International Conference on Extending Database Technology (EDBT) 2019 , 26-29, March , Lisbon, Portugal (2019)

  • Network Structure and Transfer Behaviors Embedding via Deep Prediction Model
    Sun, Xin and Song, Zenghui and Dong, Junyu and Yu, Yongbo and Plant, Claudia and Böhm, Christian In: The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Hono , 27 Jan - 01 Feb 2019 , Honolulu, USA (2019)

  • Automatic Detection of Warped Patterns in Time Series: The Caterpillar Algorithm
    Leodolter, Maximilian and Braendle, Norbert and Plant, Claudia In: ICBK International Conference on Big Knowledge 2018 , 17-18 Nov 2018 , Singapore (2018)

  • DipTransformation: Enhancing the Structure of a Dataset and thereby improving Clustering
    Schelling, Benjamin and Plant, Claudia In: IEEE International Conference on Data Mining 2018 (ICDM) , 17-20 Nov 2018 , Singapore (2018)

  • KMN - Removing Noise from K-Means Clustering Results
    Schelling, Benjamin and Plant, Claudia In: 20th International Conference on Big Data Analytics and Knowledge Discovery - DaWaK 2018 , 03-06 Sep 2018 , Regensburg, Germany (2018)

  • Discovering Non-Redundant K-means Clusterings in Optimal Subspaces
    Mautz, Dominik and Ye, Wei and Plant, Claudia and Böhm, Christian In: Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018 , 19 - 23 Aug 2018 , London, United Kingdom (2018)

  • IncDTW: an R package for Incremental Dynamic Time Warping
    Leodolter, Maximilian and Braendle, Norbert and Plant, Claudia In: eRum 2018 , 14-16 May , Budapest, Hugary (2018)

  • Fast approximate hubness reduction for large high-dimensional data
    Feldbauer, Roman and Leodolter, Maximilian and Plant, Claudia and Flexer, Arthur In: ICBK International Conference on Big Knowledge 2018 , 17-18 Nov 2018 , Singapore (2018)

  • Parameter Free Mixed-Type Density-Based Clustering
    Behzadi, Sahar and Ibrahim, M. A. and Plant, Claudia In: DEXA (2018) , 3-6 Sep 2018 , Regensburg, Germany (2018)

  • Dependency anomaly detection for heterogeneous time series: A Granger-Lasso approach
    Behzadi, Sahar and Schindlerova (Hlavackova-Schindler), Katerina and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) 2017 , 18-21 Nov 2017 , New Orleans, USA (2017)

  • Multi-core K-means
    Böhm, Christian and Perdacher, Martin and Plant, Claudia In: 17. SIAM International Conference on Data Mining 2017 , 27.04.2017 - 30.04.2017 , Houston, Texas, USA (2017)

  • Dependency anomaly detection for heterogeneous time series: A Granger-Lasso approach
    Behzadi, Sahar and Hlavackova-Schindler, Katerina and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) 2017 , 18-21 Nov 2017 , New Orleans, USA (2017)

  • Indexing Multiple-Instance Objects
    Zhou, Linfei and Ye, Wei and Wang, Zhen and Plant, Claudia and Böhm, Christian In: Database and Expert Systems Applications - 28th International Conference, DEXA 2017, Lyon, France, August 28-31, 2017, Proceedings, Part II , 28-31 Aug 2017 , Lyon, France (2017)

  • Joint Gaussian Based Measures for Multiple-Instance Learning
    Zhou, Linfei and Plant, Claudia and Böhm, Christian In: 33rd IEEE International Conference on Data Engineering, ICDE 2017, San Diego, CA, USA, April 19-22, 2017 , 19-22 Apr 2017 , San Diego, California (2017)

  • Knowledge Discovery of Complex Data Using Gaussian Mixture Models
    Zhou, Linfei and Ye, Wei and Plant, Claudia and Böhm, Christian In: Big Data Analytics and Knowledge Discovery - 19th International Conference, DaWaK 2017, Lyon, France, August 28-31, 2017, Proceedings , 28-31 Aug 2017 , Lyon, France (2017)

  • Learning from Labeled and Unlabeled Vertices in Networks
    Ye, Wei and Zhou, Linfei and Mautz, Dominik and Plant, Claudia and Böhm, Christian In: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017 , 13-17 Aug 2017 , Halifax, Canada (2017)

  • Let's See Your Digits: Anomalous-State Detection using Benford's Law
    Maurus, Samuel and Plant, Claudia In: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017 , 13-17 Aug 2017 , Halifax, Canada (2017)

  • Novel Indexing Strategy and Similarity Measures for Gaussian Mixture Models
    Zhou, Linfei and Ye, Wei and Wackersreuther, Bianca and Plant, Claudia and Böhm, Christian In: Database and Expert Systems Applications - 28th International Conference, DEXA 2017, Lyon, France, August 28-31, 2017, Proceedings, Part II , 28-31 Aug 2017 , Lyon, France (2017)

  • Semi-supervised segmentation of accelerometer time series for transport mode classification
    Leodolter, Maximilian and Widhalm, Peter and Plant, Claudia and Brändle, Norbert In: 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2017, Naples, Italy, June 26-28, 2017 , 26-28 Jun 2017 , Napoli, Italy (2017)

  • Towards an Optimal Subspace for K-Means
    Mautz, Dominik and Ye, Wei and Plant, Claudia and Böhm, Christian In: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017 , 13-17 Aug 2017 , Halifax, Canada (2017)

  • Cache-oblivious Loops Based on a Novel Space-filling Curve
    Böhm, Christian and Perdacher, Martin and Plant, Claudia In: IEEE International Conference on Big Data 2016 , 5-8 Dec 2016 , Washington D.C. (2016)

  • Clustering with the Levy Walk: ”Hunting” for Clusters
    Schelling, Benjamin and Plant, Claudia In: IEEE International Conference on Data Mining series (ICDM) 2016 , 12-15 Dec 2016 , Barcelona (2016)

  • Factorizing Complex Discrete Data "with Finesse"
    Maurus, S. and Plant, Claudia In: IEEE International Conference on Data Mining series (ICDM) 2016 , 12-15 Dec 2016 , Barcelona (2016)

  • Gaussian Component based Index for GMMs
    Zhou, L. and Fiedler, F. and Wackersreuther, B. and Plant, Claudia and Böhm, Christian In: IEEE International Conference on Data Mining series (ICDM) 2016 , 12-15 Dec 2016 , Barcelona (2016)

  • Generalized Independent Subspace Clustering
    Ye, W. and Maurus, S. and Hubig, N. and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) 2016 , 12-15 Dec 2016 , Barcelona, Spain (2016)

  • MeGS: Partitioning Meaningful Subgraph Structures using Minimum Description Length
    Goebl, S. and Tonch, A. and Böhm, Christian and Plant, Claudia In: IEEE International Conference on Data Mining series (ICDM) 2016 , 12-15 Dec 2016 , Barcelona (2016)

  • Subspace Clustering Ensembles through Tensor Decomposition
    Mautz, Dominik and Böhm, Christian and Plant, Claudia In: IEEE International Conference on Data Mining Workshops, ICDM Workshops 2016, December 12-15, 2016, Barcelona, Spain. , 12 Dec 2016 , Barcelona, Spain (2016)

  • Covariate-Related Structure Extraction from Paired Data
    Zhou, Linfei and Georgii, Elisabeth and Plant, Claudia and Böhm, Christian In: Information Technology in Bio- and Medical Informatics - 7th International Conference, ITBAM 2016, Porto, Portugal, September 5-8, 2016, Proceedings , 5-8 Sep 2016 , Porto, Potugal (2016)

  • FUSE: Full Spectral Clustering
    Ye, W. and Goebl, S. and Plant, Claudia and Böhm, Christian In: 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) , 13-17 Aug 2016 , San Francisco (2016)

  • Skinny Dip. Clustering in a Sea of Noise
    Maurus, S. and Plant, Claudia In: 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) , 13-17 Aug 2016 , San Francisco (2016)

  • Mining Massive Vector Data on Single Instruction Multiple Data Microarchitectures
    Böhm, Christian and Plant, Claudia In: ICDM Workshop on Data Science and Big Data Analytics (DSBDA) 2015 , 13 Nov 2015 , Atlantic City, USA (2015)

  • Stroke Lesion Segmentation using a Probabilistic Atlas of Cerebral Vascular Territories
    Derntl, A. and Menze, B. and Plant, Claudia In: Int. Conf. on Medical Image Computing and Computer Assisted Intervention , 5-9 Oct 2015 , Munich, Germany (2015)

  • Finding the Optimal Subspace for Clustering
    Goebl, S. and He, X. and Plant, Claudia and Böhm, Christian In: IEEE International Conference on Data Mining (ICDM) , 14-17 Dec 2014 , Shenzhen, China (2014)

  • Metric Factorization for Exploratory Analysis of Complex Data
    Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) , 14-17 Dec 2014 , Shenzhen, China (2014)

  • Ternary Matrix Factorization
    Maurus, S. and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) , 14-17 Dec 2014 , Shenzhen, China (2014)

  • Identification of SNP interactions using data-parallel primitives on GPUs
    Altinigneli, Muzaffer Can and Konte, Bettina and Rujescir, Dan and Böhm, Christian and Plant, Claudia In: 2014 IEEE International Conference on Big Data , 27-30 Oct 2014 , Washington, DC, USA (2014)

  • Centroid Clustering of Cellular Lineage Trees
    Khakhutskyy, Valeriy and Schwarzfischer, Michael and Hubig, Nina and Plant, Claudia and Marr, Carsten and Rieger, Michael A. and Schroeder, Timm and Theis, Fabian J. In: Information Technology in Bio- and Medical Informatics - 5th International Conference, ITBAM 2014, Munich, Germany, September 2, 2014. Proceedings , 1-5 Sep 2014 , Munich, Germany (2014)

  • Mining Medical Data to Obtain Fuzzy Predicates
    Ceruto, Taymi and Lapeira, Orenia and Tonch, Annika and Plant, Claudia and Espin, Rafael and Rosete, Alejandro In: Information Technology in Bio- and Medical Informatics - 5th International Conference, ITBAM 2014, Munich, Germany, September 2, 2014. Proceedings , 1-5 Sep 2014 , Munich, Germany (2014)

  • Segmentation and Kinetic Analysis of Breast Lesions in DCE-MR Imaging Using ICA
    Goebl, Sebastian and Meyer-Baese, Anke and Lobbes, Marc and Plant, Claudia In: Information Technology in Bio- and Medical Informatics - 5th International Conference, ITBAM 2014, Munich, Germany, September 2, 2014. Proceedings , 1-5 Sep 2014 , Munich, Germany (2014)

  • Relevant Overlapping Subspace Clusters on Categorical Data
    He, X. and Feng, J. and Konte, B. and Mai, S. T. and Plant, Claudia In: 20th ACM SIGKDD: International Conference on Knowledge Discovery and Data Mining (KDD) , 24-27 Aug 2014 , New York (2014)

  • Active Density-based Clustering
    Mai, S. T. and He, X. and Hubig, N. and Plant, Claudia and Böhm, Christian In: IEEE International Conference on Data Mining (ICDM) , 7-10 Dec 2013 , Dallas, Texas (2013)

  • Compression-based Graph Mining Exploiting Structure Primitives
    Feng, J. and He, X. and Hubing, N. and Böhm, Christian and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) 2013 , 7-10 Dec 2013 , Dallas, Texas (2013)

  • Massively Parallel Expectation Maximization Using Graphics Processing Units
    Altinigneli, M. C. and Plant, Claudia and Böhm, Christian In: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2013 , 11-14 Aug 2013 , Chicago, Illinois USA (2013)

  • Robust Synchronization-Based Graph Clustering
    Shao, Junming and He, Xiao and Yang, Qinli and Plant, Claudia and Böhm, Christian In: 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2013) , 14-17 Apr 2013 , Gold Coast, Australia (2013)

  • A Similarity and Segmentation Algorithm for White Matter Fiber Tracts
    Mai, S. T. and Goebl, S. and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) 2012 , 10-13 Dec 2012 , Brussels, Belgium (2012)

  • Combining DTI and MRI for the Automated Detection of Alzheimer's Disease Using a Large European Multicenter Dataset
    Dyrba, Martin and Ewers, Michael and Wegrzyn, Martin and Kilimann, Ingo and Plant, Claudia and Oswald, Annahita and Meindl, Thomas and Pievani, Michela and Bokde, Arun L. W. and Fellgiebel, Andreas and Filippi, Massimo and Hampel, Harald and Klöppel, Stefan and Hauenstein, Karlheinz and Kirste, Thomas and Teipel, Stefan J. In: Second International Workshop on Multimodal Brain Image Analysis (MBIA 2012) , 1-5 Oct 2012 , Nice, France (2012)

  • Dependency Clustering across Measurement Scales
    Plant, Claudia In: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2012 , 12-16 Aug 2012 , Beijing, China (2012)

  • Summarization-based Mining Bipartite Graphs
    Feng, J. and He, X. and Konte, B. and Böhm, Christian and Plant, Claudia In: IGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2012 , 12-16 Aug 2012 , Beijing, China (2012)

  • Detection of Arbitrarily Oriented Synchronized Clusters in High-dimensional Data
    Shao, J. and Plant, Claudia and Yang, Q. and Böhm, Christian In: IEEE International Conference on Data Mining (ICDM) 2011 , 11-14 Dec 2011 , Vancouver, Kanada (2011)

  • INCONCO: Interpretable Clustering of Numerical and Categorica Objects
    Plant, Claudia and Böhm, Christian In: ACM SIGKDD Conference on Knowledge Discovery and Data Mining 2011 , 21-24 Aug 2011 , San Diego, California (2011)

  • Clustering by Synchronization
    Böhm, Christian and Plant, Claudia and Shao, J. and Yang, Q. In: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2010 , 25-28 Jul 2010 , Washington, DC (2010)

  • Interaction-based Clustering of Multivariate Time Series
    Plant, Claudia and Wohlschläger, A. M. and Zherdin, A. In: IEEE International Conference on Data Mining (ICDM) 2009 , 6-9 Dec 2009 , Miami, FL,USA (2009)

  • CoCo: Coding Cost for Parameter-free Outlier Detection
    Böhm, Christian and Haegler, K. and Müller, N. S. and Plant, Claudia In: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2009 , 28 Jun - 1 Jul 2009 , Paris, France (2009)

  • Robust Information-theoretic Clustering
    Böhm, Christian and Faloutsos, C. and Pan, J.-Y. and Plant, Claudia In: ACM SIGKDD: International Conference on Knowledge Discovery and Data Mining (KDD) 2006 , 20-23 Aug 2006 , Philadelphia, USA (2006)

  • Subspace Selection for Clustering High-Dimensional Data
    Baumgartner, C. and Kailing, K. and Kriegel, H.-P. and Kröger, P. and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) 2004 , 1-4 Nov 2004 , Brighton, UK (2004)

  • Designing a Data Science Course for Non-Computer Science Students: Practical Considerations and Findings
    Velaj, Yllka and Dolezal, Dominik and Ambros, Roland and Plant, Claudia and Motschnig, Renate In: IEEE Frontiers in Education Conference, FIE 2022, Uppsala, Sweden, October 8-11, 2022 , 08-11 Oct 2022 , Uppsala, Schweden (0202)

    • Book

  • Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part I
    Koutra, Danai and Plant, Claudia and Gomez-Rodriguez, Manuel and Baralis, Elena and Bonchi, Francesco Springer, Turin, Italy (2023)

  • Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part II
    Koutra, Danai and Plant, Claudia and Rodriguez, Manuel Gomez and Baralis, Elena and Bonchi, Francesco Springer, Turin, Italy (2023)

  • Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III
    Koutra, Danai and Plant, Claudia and Rodriguez, Manuel Gomez and Baralis, Elena and Bonchi, Francesco Lecture Notes in Computer Science, 14171 Springer, Turin, Italy (2023)

  • Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part IV
    Koutra, Danai and Plant, Claudia and Rodriguez, Manuel Gomez and Baralis, Elena and Bonchi, Francesco Lecture Notes in Computer Science, 14172 Springer, Turin, Italy (2023)

  • Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part V
    Koutra, Danai and Plant, Claudia and Rodriguez, Manuel Gomez and Baralis, Elena and Bonchi, Francesco Lecture Notes in Computer Science, 14173 Springer, Turin, Italy (2023)

  • Komplexe Organisation: Digitalisierung als Triebkraft einer veränderten Arbeitswelt
    Peschl, Markus F. and Fundneider, Thomas and Frenzel, Peter and Korunka, Christian and Risak, Martin and Schumich, Simon and Gogola, Michael and Warter, Johannes and Wackersreuther, Bianca and Plant, Claudia and Leichtfried, Matthias University - Society - Industry: Beiträge zum lebensbegleitenden Lernen und Wissenstransfer, 8 Waxmann Verlag GmbH, Münster, Deutschland (2019)

  • Advanced Computer Vision Approaches in Biomedical Image Analysis
    Meyer-Baese, Anke and Plant, Claudia and Saez, Juan Manuel Gorriz Hindawi Publishing, Cairo, Egypt, 347265:1-347265:2 (2014)

  • Database Systems for Bio-medical Applications. Special Issue of Transactions on Large-Scale Data- and Knowledge Centered Systems (TLDKS)
    Böhm, Christian and Plant, Claudia and Eder, J. Springer, Berlin ISBN 978-3-642-23739-3 (2011)

  • Database Technology for Life Sciences and Medicine
    Plant, Claudia and Böhm, Christian World Scientific Books, Singapore ISBN 978-981-4307-70-3 (2010)

    • Book Section/Chapter

  • Attributed Graph Clustering with Unimodal Normalized Cut
    Ye, Wei and Zhou, Linfei and Sun, Xin and Plant, Claudia and Böhm, Christian In: Machine Learning and Knowledge Discovery in Databases. Springer International Publishing, Cham, pp. 601-616 (2017)

  • Information-Theoretic Non-redundant Subspace Clustering
    Hubig, Nina and Plant, Claudia In: Advances in Knowledge Discovery and Data Mining. Springer International Publishing, Cham, pp. 198-209 (2017)

  • Novel Trends in Clustering
    Plant, Claudia and Böhm, Christian In: Evolving Application Domains of Data Warehousing and Mining: Trends and Solutions. Information Science Reference - Imprint of: IGI Publishing, Hershey, PA, pp. 185-211 (2009)

  • High Dimensional Indexing
    Böhm, Christian and Plant, Claudia In: Encyclopedia of Database Systems. Springer Publishing Company, Incorporated, pp. 1309-1314 (2009)

  • Knowledge Extraction and Data Mining Algorithms for Complex Biomedical Data
    Plant, Claudia In: Ausgezeichnete Informatikdissertationen 2007. Köllen, pp. 229-238 ISBN 9783885794127 (2008)

    • Technical Report

  • An adapted deep convolutional RNN model for spatio-temporal prediction of wind speed extremes in the short-to-medium range for wind energy applications
    Scheepens, Daan and Schicker, Irene and Hlavackova-Schindler, Katerina and Plant, Claudia Technical Report. UNSPECIFIED (Submitted) (2022)

    • This list was generated on Thu Nov 21 12:49:47 2024 CET.
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