Dr.-Ing. Frank Eichinger
Lehrstuhl Prof. K. Böhm
Karlsruher Institut für Technologie
Am Fasanengarten 5
76131 Karlsruhe
GERMANY
| Title | Author | Source |
|---|---|---|
| A Time-Series Compression Technique and its Application to the Smart Grid | Frank Eichinger, Pavel Efros, Stamatis Karnouskos, Klemens Böhm |
The VLDB Journal 24(2), 193-218, 2015 |
| Data Mining for Defects in Multicore Applications: An Entropy-Based Call-Graph Technique | Concurrency and Computation: Practice and Experience 26(1), 1-20, 2014 |
|
| 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. |
| Data-Mining Techniques for Call-Graph-Based Software-Defect Localisation | Dissertation, Department of Informatics, Karlsruhe Institute of Technology (KIT), 2011 |
|
| Scalable Software-Defect Localisation by Hierarchical Mining of Dynamic Call Graphs | Proceedings of the 11th SIAM International Conference on Data Mining (SDM), Mesa, USA, 2011 |
|
| On the Usefulness of Weight-Based Constraints in Frequent Subgraph Mining | Proceedings of the 30th BCS SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence (AI), Cambridge, UK, 2010 Karlsruhe Reports in Informatics 2010,10, Department of Informatics, Karlsruhe Institute of Technology (KIT) |
|
| Software-Defect Localisation by Mining Dataflow-Enabled Call Graphs | Frank Eichinger, Klaus Krogmann, Roland Klug, Klemens Böhm |
Proceedings of the 10th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Barcelona, Spain, 2010 |
| Localizing Defects in Multithreaded Programs by Mining Dynamic Call Graphs | Frank Eichinger, Victor Pankratius, Philipp W. L. Große, Klemens Böhm |
Proceedings of the 5th Testing: Academic and Industrial Conference - Practice and Research Techniques (TAIC PART), Windsor, UK, 2010 |
| Software-Bug Localization with Graph Mining | In Charu C. Aggarwal, Haixun Wang (editors): Managing and Mining Graph Data, Springer, 2010. |
|
| From Source Code to Runtime Behaviour: Software Metrics Help to Select the Computer Architecture | Frank Eichinger, David Kramer, Klemens Böhm, Wolfgang Karl |
Knowledge-Based Systems 23(4), 343-349, 2010 Proceedings of the 29th BCS SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence (AI), Cambridge, UK, 2009 |
| Selecting Computer Architectures by Means of Control-Flow-Graph Mining | Proceedings of the 8th International Symposium on Intelligent Data Analysis (IDA), Lyon, France, 2009 |
|
| Towards Scalability of Graph-Mining Based Bug Localisation | Proceedings of the 7th International Workshop on Mining and Learning with Graphs (MLG), Leuven, Belgium, 2009 |
|
| Mining Edge-Weighted Call Graphs to Localise Software Bugs | Frank Eichinger, Klemens Böhm, Matthias Huber |
Proceedings of the 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Antwerp, Belgium, 2008 |
| Improved Software Fault Detection with Graph Mining | Frank Eichinger, Klemens Böhm, Matthias Huber |
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 |
| Sequence Mining for Customer Behaviour Predictions in Telecommunications | Proceedings of the Workshop on Practical Data Mining: Applications, Experiences and Challenges, Berlin, Germany, 2006 |
| Titel | Typ | Dozent |
|---|---|---|
| Data Warehousing and Mining | Vorlesung | Professor Klemens Böhm |
| Titel | Typ | Dozent |
|---|---|---|
| Data Warehousing and Mining | practical course | Matthias Bracht Professor Klemens Böhm Frank Eichinger |
| Titel | type | lecturer |
|---|---|---|
| Kommunikation und Datenhaltung | lecture | Prof. M. Zitterbart
|
| Übungen zu Kommunikation und Datenhaltung | exercise | Prof. M. Zitterbart |
| Data Warehousing and Mining | practical course |
| Titel | type | lecturer |
|---|---|---|
| Data Warehousing and Mining | practical course | |
| Computer Science II | lecture and exercise | Prof. K. Böhm |
| Titel | type | lecturer |
|---|---|---|
| Data Warehousing and Mining | practical course | |
| Aktuelle Herausforderungen an Datenschutz und Datensicherheit in modernen Informationssystemen | seminar | Dr. E. Buchmann |
| Computer Science II | lecture and exercise | Prof. K. Böhm |