| Titel | Autor | Quelle |
|---|---|---|
| Mining Text Outliers in Document Directories | Edouard Fouché, Yu Meng, Fang Guo, Honglei Zhuang, Klemens Boehm, Jiawei Han |
in Proceedings of the at the 20th IEEE International Conference on Data Mining (ICDM'20) |
| 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 |
Proceedings of the 11st ACM International Conference on Future Energy Systems (ACM e-Energy) |
| Unsupervised Artificial Neural Networks for Outlier Detection in High-Dimensional Data | Daniel Popovic, Edouard Fouché, Klemens Böhm |
Proceedings of the 23rd European Conference on Advances in Databases and Information Systems (ADBIS ’19), September 8–11, 2019, Bled, Slovenia. |
| Learning from Few Samples: Lexical Substitution withWord Embeddings for Short Text Classification | Ábel Elekes, Simone Di Stefano, Martin Schäler, Klemens Böhm, Matthias Keller |
Proceedings of the Joint Conference on Digital Libraries (JCDE 2019) |
| Finding the Sweet Spot: Batch Selection for One-Class Active Learning | Adrian Englhardt, Holger Trittenbach, Dennis Vetter, Klemens Böhm |
Proceedings of the 2020 SIAM International Conference on Data Mining (SDM), May 7-9, Cincinnati, Ohio, USA. |
| Exploring the Unknown - Query Synthesis in One-Class Active Learning | Proceedings of the 2020 SIAM International Conference on Data Mining (SDM), May 7-9, Cincinnati, Ohio, USA. |
|
| One-Class Active Learning for Outlier Detection with Multiple Subspaces | 28th ACM International Conference on Information and Knowledge Management (CIKM 2019) |
|
| 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 ’19) |
| Monte Carlo Dependency Estimation | Proceedings of the 31st International Conference on Scientific and Statistical Database Management (SSDBM 2019) |
|
| Informative Summarization of Numeric Data | Michael Vollmer, Lukasz Golab, Klemens Böhm, Divesh Srivastava |
Proceedings of the 31st International Conference on Scientific and Statistical Database Management (SSDBM 2019) |
| Scaling Multi-Armed Bandit Algorithms | Proceedings of the 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2019) |
|
| Minimizing Bias in Estimation of Mutual Information from Data Streams | Proceedings of the 31st International Conference on Scientific and Statistical Database Management (SSDBM 2019) |
|
| Iterative Estimation of Mutual Information with Error Bounds | Proceedings of the 22nd International Conference on Extending Database Technology (EDBT/ICDT 2019) |
|
| How Meaningful Are Similarities in Deep Trajectory Representation? | ||
| Efficient and Reliable Estimation of Cell Positions | Mirela T. Cazzolato, Agma J. M. Traina, Klemens Böhm |
Proceedings of the International Conference on Information and Knowledge Management (CIKM 2018) |
| Towards Simulation-Data Science – a Case Study on Material Failures | Holger Trittenbach, Martin Gauch, Klemens Böhm, Katrin Schulz |
Proceeding of the 5th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2018) |
| Towards Concise Models of Grid Stability | Proceedings of the 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) |
|
| Resources to Examine the Quality of Word Embedding Models Trained on n-Gram Data | Proceedings of the SIGNLL Conference on Computational Natural Language Learning (CoNLL 2018) |
|
| Distance-Based Data Mining Over Encrypted Data | Proceedings of the 34th IEEE International Conference on Data Engineering (ICDE 2018) |
|
| Towards Meaningful Distance-Preserving Encryption | Proceedings of the 30th International Conference on Scientific and Statistical Database Management 2018 (SSDBM 2018) |
|
| In-Database Analytics with ibmdbpy | Edouard Fouché, Alexander Eckert, Klemens Böhm |
Proceedings of the 30th International Conference on Scientific and Statistical Database Management 2018 (SSDBM 2018) |
| A Query Algebra for Temporal Text Corpora | Jens Willkomm, Christoph Schmidt-Petri, Martin Schäler, Michael Schefczyk, Klemens Böhm |
Proceedings of ACM/IEEE Joint Conference on Digital Libraries in 2018 (JCDL 2018) |
| On Complexity and Efficiency of Mutual Information Estimation on Static and Dynamic Data | Michael Vollmer, Ignaz Rutter, Klemens Böhm |
Proceedings of the 21st International Conference on Extending Database Technology (EDBT 2018) |
| Accelerating mulit-column selection predicates in main-memory - the Elf approach | David Broneske, Veit Köppen, Gunter Saake, Martin Schäler |
|
| Process Synthesis with Sequential and Parallel Constraints | 24th International Conference on COOPERATIVE INFORMATION SYSTEMS (CoopIS 2016) Rhodos, Greece 2016 |
|
| Towards Provable Privacy Guarantees Using Rechargeable Energy-Storage Devices | 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 | 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 | 12th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2015) |
|
| How to Quantify the Impact of Lossy Transformations on Change Detection | 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 | 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 |
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 |
| Titel | Autor | Quelle |
|---|---|---|
| Proceedings Datenbanksysteme in Business, Technologie und Web | G.Vossen, F.Leymann, P.Lockemann, W.Stucky | Lect. Notes in Informatics, Ges. f. Informatik 2005 |
| Titel | Autor | Quelle |
|---|---|---|
| Optimization Techniques for Multiple Centrality Computations |
Christian von der Weth, Klemens Böhm, Christian Hütter |
In Tansel Ozyer et al. (Eds.), The Influence of Technology on Social Network Analysis and Mining. Springer, 2013. |
| Data Analysis Challenges in the Future Energy Domain |
Frank Eichinger, Daniel Pathmaperuma, Harald Vogt, Emmanuel Müller |
In Ting Yu, Nitesh Chawla, Simeon Simoff (editors): Computational Intelligent Data Analysis for Sustainable Development, Chapman and Hall/CRC, 2013. |
| Software-Bug Localization with Graph Mining | In Charu C. Aggarwal, Haixun Wang (editors): Managing and Mining Graph Data, Springer, 2010. |
|
| Valuation-Aware Traffic Control - the Notion and the Issues | Heiko Schepperle, Klemens Böhm |
In Ana L. C. Bazzan, Franziska Klügl (Hrsg.): Handbook of Research on Multi-Agent Systems for Traffic and Transportation Engineering, Information Science Reference, April 2009. |
| Trust Mechanisms and Reputation Systems | Erik Buchmann |
In: Lect. Notes in Algorithms for Sensor and Ad Hoc Networks, Vol. 4621, P. 325-336, Springer, 2007. |
| Erkennung und Vermeidung von unkooperativem Verhalten in Peer-to-Peer-Datenstrukturen | Erik Buchmann |
Ausgezeichnete Informatikdissertationen 2006, Bd. D-7, Springer, Hrdg.: D. Wagner et al., 2007, S. 19–28 |
| Ontology Design for Biomedical Text Mining. | René Witte, Thomas Kappler, Christopher J. O. Baker |
Chapter 13 in "Semantic Web: Revolutionizing Knowledge Discovery in the Life Sciences", Springer Verlag, 2007. |
| Titel | Autor | Quelle |
|---|---|---|
| Validating One-Class Active Learning with User Studies - a Prototype and Open Challenges | 3rd International Workshop on Interactive Adaptive Learning (IAL 2019) in conjunction with ECML PKDD 2019 in Würzburg
|
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| Energy Time-Series Features for Emerging Applications on the Basis of Human-Readable Machine Descriptions | Michael Vollmer, Holger Trittenbach, Shahab Karrari, Adrian Englhardt, Pawel Bielski, Klemens Böhm |
The Second International Workshop on Energy Data and Analytics (EDA 2019) |
| FOBSS: Monitoring Data from a Modular Battery System | Georg Steinbuss, Benedikt Rzepka, Simon Bischof, Thomas Blank, Klemens Böhm |
The Second International Workshop on Energy Data and Analytics (EDA 2019) |
| The Effect of Temporal Aggregation on Battery Sizing for Peak Shaving | Dominik Werle, Simon Bischof, Holger Trittenbach, Daniel Warzel, Anne Koziolek, Klemens Böhm |
The Second International Workshop on Energy Data and Analytics (EDA 2019) |
| On the Tradeoff between Energy Data Aggregation and Clustering Quality | Proceedings of the ACM e-Energy 2018, Karlsruhe (ACM e-Energy 2018) |
|
| HIPE – An Energy-Status-Data Set from Industrial Production | Simon Bischof, Dominik, Werle, Holger Trittenbach, Thomas Blank, Michael Vollmer, Klemens Böhm |
Proceedings of the ACM e-Energy 2018, Karlsruhe (ACM e-Energy 2018) |
| PrivEnergy – a Privacy Operator Framework Addressing Individual Concerns | Christine Tex, Philipp Hertweck, Martin Schäler, Klemens Böhm |
Proceedings of the ACM e-Energy 2018, Karlsruhe (ACM e-Energy 2018) |
| Single Instruction Multiple Date - Not Everything is an Nail for this Hammer |
|
|
| Ranking Outlier Nodes in Subspaces of Attributed Graphs | Emmanuel Müller, Patricia Iglesias, Yvonne Mülle, Klemens Böhm |
Proc. 4th International Workshop on Graph Data Management: Techniques and Applications (GDM 2013) in conjunction with IEEE 29th International Conference on Data Engineering (ICDE 2013), Brisbane, Australia (2013) |
| Instant Selection of High Contrast Projections in Multi-dimensional Data Streams | Andrei Vanea, Emmanuel Müller, Fabian Keller, Klemens Böhm |
Proceedings of the Workshop on Instant Interactive Data Mining (IID 2012) in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2012), Bristol, UK |
| Semantic Support for Security-Annotated Business Process Models | Ioana Ciuciu, Gang Zhao, Jutta Mülle, Silvia von Stackelberg, Cristian Vasquez, Thorsten Haberecht, Robert Meersman and Klemens Böhm. |
BPMDS 2011 - International series of working conferences on Business Process Modelling, Development and Support |
| Collaborative Data Privacy for the Web | Clemens Heidinger, Erik Buchmann, and Klemens Böhm | PAIS '10: The 3rd International Workshop on Privacy and Anonymity in the Information Society |
| Towards Scalability of Graph-Mining Based Bug Localisation | Proceedings of the 7th International Workshop on Mining and Learning with Graphs (MLG), Leuven, Belgium, 2009 |
|
| PRIMO – Towards Privacy Aware Image Sharing | Thorben Burghardt, Andreas Walter, and Erik Buchmann. |
CISWSN in Conjunction with IEEE/WIC/ACM Conference on Web Intelligence, December 2008. |
| Where in the Sensor Network Should the Join Be Computed, After All? | Mirco Stern, Erik Buchmann, and Klemens Böhm. |
In Proceedings of the First Ubiquitous Knowledge Discovery Workshop (UKD'08), September 2008. |
| Why Do Privacy-Enhancement Mechanisms Fail, After All? | Thorben Burghardt, Erik Buchmann, and Klemens Böhm. |
In Proceedings of the International Workshop on Web 2.0 Trust (W2Trust'08), June 2008. |
| Improved Software Fault Detection with Graph Mining | Proceedings of the 6th International Workshop on Mining and Learning with Graphs (MLG), Helsinki, Finland, 2008 |
|
| Kombiniertes Mining von strukturellen und relationalen Daten | Frank Eichinger, Klemens Böhm | Proceedings of the 20th GI-Workshop on Foundations of Databases (GvD), Apolda, Germany, 2008 |
| Agent-Based Traffic Control Using Auctions | Heiko Schepperle, Klemens Böhm | In Eleventh International Workshop on Cooperative Information Agents (CIA 2007), Delft, The Netherlands, September 2007. |
| Optimal Locations for Join Processing in Sensor Networks | Mirco Stern |
International Workshop on Data Intensive Sensor Networks (DISN'07), Mannheim, Germany, May 2007 |
| Traffic Management Based on Negotiations between Vehicles – a Feasibility Demonstration Using Agents | Heiko Schepperle, Klemens Böhm, Simone Forster | In Ninth Workshop on Agent Mediated Electronic Commerce (AMEC IX), Honolulu, Hawai’i, USA, Mai 2007. |
| Connecting Wikis and Natural Language Processing Systems | René Witte, Thomas Gitzinger |
Proceedings of the 2007 International Symposium on Wikis (WikiSym 2007), pp. 165-176, October 21-23, 2007, Montréal, Canada. ACM, New York, NY, USA. |
| Sequence Mining for Customer Behaviour Predictions in Telecommunications | Frank Eichinger, Detlef D. Nauck, Frank Klawonn | Proceedings of the Workshop on Practical Data Mining: Applications, Experiences and Challenges, Berlin, Germany, 2006 |
| A Unified Ontology-Based Process Model for Software Maintenance and Comprehension | Juergen Rilling, Yonggang Zhang, Wen Jun Meng, René Witte, Volker Haarslev, Philippe Charland |
Workshops and Symposia at MoDELS 2006, Genoa, Italy, October 1-6, 2006, Reports and Revised Selected Papers, pp.56-65, LNCS 4364, 2007, Springer. |