| Knowledge-Guided Learning of Temporal Dynamics and its Application to Gas Turbines |
Pawel Bielski, Aleksandr Eismont, Jakob Bach, Florian Leiser, Dustin Kottonau, Klemens Böhm |
15th ACM International Conference on Future and Sustainable Energy Systems (ACM e-Energy 2024). DOI: 10.1145/3632775.3661967 |
| DEAL: Data-Efficient Active Learning for Regression Under Drift |
Bèla H.Böhnke, Edouard Fouchè und Klemens Böhm |
28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2024). DOI: 10.1007/978-981-97-2266-2_15 |
| Nyström M-Hilbert-Schmidt Independence Criterion |
Florian Kalinke, Zoltan Szabó |
Thirty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI 2023). URL: https://proceedings.mlr.press/v216/kalinke23a.html |
| Multi-kernel Times Series Outlier Detection |
Florian Kalinke, Edouard Fouché, Haiko Thiessen, Klemens Böhm |
26th International Conference on Discovery Science (DS 2023). DOI: 10.1007/978-3-031-45275-8_46 |
| A benchmark of categorical encoders for binary classification |
Federico Matteucci, Vadim Arzamasov, Klemens Böhm |
Thirty-seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023). DOI: 10.48550/arXiv.2307.09191 |
| Active Learning for SAT Solver Benchmarking |
Tobias Fuchs, Jakob Bach, Markus Iser |
29th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS 2023). DOI: 10.1007/978-3-031-30823-9_21 |
| Tandem Outlier Detectors for Decentralized Data |
Marco Heyden, Jürgen Wilwer, Edouard Fouché, Vadim Arzamasov, Steffen Thoma, Sven Matthiesen, Thomas Gwosch |
34th International Conference on Scientific and Statistical Database Management (SSDBM 2022). DOI: 10.1145/3538712.3538748 |
| A Comprehensive Study of k-Portfolios of Recent SAT Solvers |
Jakob Bach, Markus Iser, Klemens Böhm |
25th International Conference on Theory and Applications of Satisfiability Testing (SAT 2022). DOI: 10.4230/LIPIcs.SAT.2022.2 |
| Results from the Verification of Models of Spectrum Auctions |
Elaheh Ordoni, Jutta Mülle, Klemens Böhm |
12th International Symposium on Business Modeling and Software Design (BMSD 2022). DOI: 10.1007/978-3-031-11510-3_4 |
| Efficient Verification of Process Models Supporting Modifications of Data Values |
Elaheh Ordoni, Jutta Mülle, Kuan Yang, Klemens Böhm |
24th IEEE International Conference on Business Informatics (CBI 2022). DOI: 10.1109/CBI54897.2022.00010 |
| REDS: Rule Extraction for Discovering Scenarios |
Vadim Arzamasov, Klemens Böhm |
2021 International Conference on Management of Data (SIGMOD 2021). DOI: 10.1145/3448016.3457301 |
| An Evaluation of NILM Approaches on Industrial Energy-Consumption Data |
Florian Kalinke, Pawel Bielski, Snigdha Singh, Edouard Fouché, Klemens Böhm |
Twelfth ACM International Conference on Future Energy Systems (ACM e-Energy 2021). DOI: 10.1145/3447555.3464863 |
| Accurate Cardinality Estimation of Co-occurring Words Using Suffix Trees |
Jens Willkomm, Martin Schäler, Klemens Böhm |
26th International Conference on Database Systems for Advanced Applications (DASFAA 2021). DOI: 10.1007/978-3-030-73197-7_50 |
| Verification of Data-Value-Aware Processes and a Case Study on Spectrum Auctions |
Elaheh Ordoni, Jutta Mülle, Klemens Böhm |
22nd IEEE International Conference on Business Informatics (CBI 2020). DOI: 10.1109/CBI49978.2020.00027 |
| Mining Text Outliers in Document Directories |
Edouard Fouché, Yu Meng, Fang Guo, Honglei Zhuang, Klemens Boehm, Jiawei Han |
20th IEEE International Conference on Data Mining (ICDM 2020). DOI: 10.1109/ICDM50108.2020.00024 |
| Privacy Measures and Storage Technologies for Battery-Based Load Hiding—an Overview and Experimental Study |
Vadim Arzamasov, Rebecca Schwerdt, Shahab Karrari, Klemens Böhm, Tien Bach Nguyen |
Eleventh ACM International Conference on Future Energy Systems (ACM e-Energy 2020). DOI: 10.1145/3396851.3398320 |
| Finding the Sweet Spot: Batch Selection for One-Class Active Learning |
Adrian Englhardt, Holger Trittenbach, Dennis Vetter, Klemens Böhm |
2020 SIAM International Conference on Data Mining (SDM 2020). DOI: 10.1137/1.9781611976236.14 |
| Exploring the Unknown - Query Synthesis in One-Class Active Learning |
Adrian Englhardt, Klemens Böhm |
2020 SIAM International Conference on Data Mining (SDM 2020). DOI: 10.1137/1.9781611976236.17 |
| Unsupervised Artificial Neural Networks for Outlier Detection in High-Dimensional Data |
Daniel Popovic, Edouard Fouché, Klemens Böhm |
23rd European Conference on Advances in Databases and Information Systems (ADBIS 2019). DOI: 10.1007/978-3-030-28730-6_1 |
| Learning from Few Samples: Lexical Substitution with Word Embeddings for Short Text Classification |
Ábel Elekes, Simone Di Stefano, Martin Schäler, Klemens Böhm, Matthias Keller |
2019 ACM/IEEE Joint Conference on Digital Libraries (JCDL 2019). DOI: 10.1109/JCDL.2019.00025 |
| One-Class Active Learning for Outlier Detection with Multiple Subspaces |
Holger Trittenbach, Klemens Böhm |
28th ACM International Conference on Information and Knowledge Management (CIKM 2019). DOI: 10.1145/3357384.3357873 |
| Efficient Interval-focused Similarity Search under Dynamic Time Warping |
Jens Willkomm, Janek Bettinger, Martin Schäler, Klemens Böhm |
16th International Symposium on Spatial and Temporal Databases (SSTD 2019). DOI: 10.1145/3340964.3340969 |
| Monte Carlo Dependency Estimation |
Edouard Fouché, Klemens Böhm |
31st International Conference on Scientific and Statistical Database Management (SSDBM 2019). DOI: 10.1145/3335783.3335795 |
| Informative Summarization of Numeric Data |
Michael Vollmer, Lukasz Golab, Klemens Böhm, Divesh Srivastava |
31st International Conference on Scientific and Statistical Database Management (SSDBM 2019). DOI: 10.1145/3335783.3335797 |
| Minimizing Bias in Estimation of Mutual Information from Data Streams |
Vadim Arzamasov, Klemens Böhm, Ignaz Rutter |
31st International Conference on Scientific and Statistical Database Management (SSDBM 2019). DOI: 10.1145/3335783.3335796 |
| Scaling Multi-Armed Bandit Algorithms |
Edouard Fouché, Junpei Komiyama, Klemens Böhm |
25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2019). DOI: 10.1145/3292500.3330862 |
| Iterative Estimation of Mutual Information with Error Bounds |
Michael Vollmer, Klemens Böhm |
22nd International Conference on Extending Database Technology (EDBT/ICDT 2019). DOI:10.5441/002/edbt.2019.08 |
| Efficient and Reliable Estimation of Cell Positions |
Mirela T. Cazzolato, Agma J. M. Traina, Klemens Böhm |
27th ACM International Conference on Information and Knowledge Management (CIKM 2018). DOI: 10.1145/3269206.3271734 |
| Towards Simulation-Data Science – a Case Study on Material Failures |
Holger Trittenbach, Martin Gauch, Klemens Böhm, Katrin Schulz |
5th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2018). DOI: 10.1109/DSAA.2018.00058 |
| Towards Concise Models of Grid Stability |
Vadim Arzamasov, Klemens Böhm, Patrick Jochem |
2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm 2018). DOI: 10.1109/SmartGridComm.2018.8587498 |
| Resources to Examine the Quality of Word Embedding Models Trained on n-Gram Data |
Ábel Elekes, Adrian Englhardt, Martin Schäler, Klemens Böhm |
22nd Conference on Computational Natural Language Learning (CoNLL 2018). DOI: 10.18653/v1/K18-1041 |
| Distance-Based Data Mining Over Encrypted Data |
Christine Tex, Martin Schäler, Klemens Böhm |
34th IEEE International Conference on Data Engineering (ICDE 2018). DOI: 10.1109/ICDE.2018.00126 |
| Towards Meaningful Distance-Preserving Encryption |
Christine Tex, Martin Schäler, Klemens Böhm |
30th International Conference on Scientific and Statistical Database Management 2018 (SSDBM 2018). DOI: 10.1145/3221269.3223029 |
| In-Database Analytics with ibmdbpy |
Edouard Fouché, Alexander Eckert, Klemens Böhm |
30th International Conference on Scientific and Statistical Database Management 2018 (SSDBM 2018). DOI: 10.1145/3221269.3223026 |
| A Query Algebra for Temporal Text Corpora |
Jens Willkomm, Christoph Schmidt-Petri, Martin Schäler, Michael Schefczyk, Klemens Böhm |
ACM/IEEE Joint Conference on Digital Libraries in 2018 (JCDL 2018). DOI: 10.1145/3197026.3197044 |
| On Complexity and Efficiency of Mutual Information Estimation on Static and Dynamic Data |
Michael Vollmer, Ignaz Rutter, Klemens Böhm |
21st International Conference on Extending Database Technology (EDBT 2018). DOI: 10.5441/002/edbt.2018.06 |
| Accelerating mulit-column selection predicates in main-memory - the Elf approach |
David Broneske, Veit Köppen, Gunter Saake, Martin Schäler |
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| Process Synthesis with Sequential and Parallel Constraints |
Richard Mrasek, Jutta Mülle, Klemens Böhm |
24th International Conference on COOPERATIVE INFORMATION SYSTEMS (https://eventegg.com/coopis-2016/) Rhodos, Greece 2016 |
| Towards Provable Privacy Guarantees Using Rechargeable Energy-Storage Devices |
Fabian Laforet, Erik Buchmann, Klemens Böhm |
Seventh ACM International Conference on Future Energy Systems (e-Energy'16), Waterloo, ON, Canada, 2016.
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| Estimating Mutual Information on Data Streams |
Fabian Keller, Emmanuel Müller, Klemens Böhm
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Proceedings of the 27th International Conference on Scientific and Statistical Database Management (SSDBM 2015), San Diego, USA (2015) |
| Deploying and Evaluating Pufferfish Privacy for Smart Meter Data |
Stephan Kessler, Erik Buchmann, Klemens Böhm
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12th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2015) |
| How to Quantify the Impact of Lossy Transformations on Change Detection |
Pavel Efros, Erik Buchmann, Adrian Englhardt, Klemens Böhm |
Proceedings of 27th International Conference on Scientific and Statistical Database Management (SSDBM 2015 ), San Diego, CA, USA |
| Automatic Generation of Optimized Process Models from Declarative Specifications |
Richard Mrasek, Jutta Mülle, Klemens Böhm
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Proceedings of the 27th International Conference on Advanced Information Systems Engineering (CAiSE'15), 2015 |
| Identifying User Interests within the Data Space - a Case Study with SkyServer |
Hoang Vu Nguyen, Klemens Böhm, Florian Becker, Bertrand Goldman, Georg Hinkel, Emmanuel Müller
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EDBT: 18th International Conference on Extending Database Technology |
| Efficient Algorithms for a Robust Modularity-Driven Clustering of Attributed Graphs |
Patricia Iglesias Sánchez, Emmanuel Müller, Uwe Leo Korn, Klemens Böhm, Andrea Kappes, Tanja Hartmann, Dorothea Wagner |
Proceedings of the SIAM International Conference on Data Mining (SDM 2015), Vancouver, Canada |
