Stefan
Kramer,
Prof. Dr.
Leiter der Arbeitsgruppe Informationssysteme
Raum: 03-617
Johannes Gutenberg - Universität Mainz
Institut für Informatik
Staudingerweg 9
55128 Mainz, Deutschland
Institut für Informatik
Staudingerweg 9
55128 Mainz, Deutschland
E-Mail:
kramer@informatik.uni-mainz.de
Tel.:
+49-6131-39-23378 oder -26990
Fax: +49-6131-39-23534
Auszeichnungen
- Bestes Application Paper Runner-Up, Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2001) (für: Kramer S., De Raedt L., Helma C.: Molecular Feature Mining in HIV Data)
- Bestes Theory Paper, 16th International Conference on Inductive Logic Programming (ILP-2006) (für: Rückert U., Kramer S.: Margin-Based First-Order Rule Learning)
- Bestes Application Paper, 8th IEEE International Conference on Data Mining
(ICDM-2008) (für: Hapfelmeier A., Schmidt J., Mueller M., Drzezga A., Perneczky R., Kurz A., Kramer S.: Interpreting PET Scans by Structured
Patient Data: A Data Mining Case Study in Dementia Research)
Aktivitäten
- Program Chair des Innovation in Predictive Toxicology: OpenTox InterAction Meeting 2011, München, Deutschland, 9.-12. August, 2011.
- Program Chair des Fifth International Workshop on Machine Learning in Systems Biology (MLSB-2011), Wien, Österreich, 20.-21. Juli, 2011.
- Program Chair des First International Workshop on the Induction of Process Models (IPM-2007) auf der 24th International Conference on Machine Learning (ICML-2007), Corvallis, OR, 2007.
- Program Chair des Second International Workshop on the Induction of Process Models (IPM-2008) auf der European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2008)
- Program Chair of the Fifteenth International Conference on Inductive Logic Programming (ILP-2005), Bonn, Deutschland, 10.-13. August, 2005.
- Tutorial und Workshop Chair der 14th European Conference on Machine Learning (ECML-2003)/7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD-2003)
- Program Co-Chair des Workshop "Attribute-Value and Relational Learning: Crossing the Boundaries" auf der Seventeenth International Conference on Machine Learning (ICML-2000), Stanford University, 29. Juni bis 2. Juli, 2000.
- Program Co-Chair des Workshop "The Predictive Toxicology Challenge 2000-2001" auf der Fifth European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD-2001), Albert-Ludwigs-University Freiburg, Deutschland, 6. September, 2001.
- Area Chair auf der 18th European Conference on Machine Learning (ECML-2007)/11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD-2007)
- Area Chair auf der 17th European Conference on Machine Learning (ECML-2006)/10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD-2006)
- Session Chair Applications of Machine Learning and Graph Mining in Drug Discovery auf dem eCheminfo InterAction Meeting, Basel, Schweiz, 10. November, 2005.
- Co-Organizer der Predictive Toxicology Challenge 2000-2001, der Nachfolger der Predictive Toxicology Evaluation Challenge
- Co-Editor of a special section in Bioinformatics der Predictive Toxicology Challenge 2000-2001
- Co-Editor of a special issue von Machine Learning on Multi-Relational Data Mining and Statistical Relational Learning (2005/2006)
- Co-Organizer der German Conference on Bioinformatics GCB-2003
- Local Co-Chair der 12th European Conference on Machine Learning (ECML-2001)/5th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD-2001), Albert-Ludwigs-University Freiburg, Deutschland, September 2001
Veröffentlichungen
Ausgewählte Vorträge und Tutorials
- Invited Talk "Margin-Based Rule Learning on Graphs and Relations: Lessons Learned" auf der French Machine Learning Conference CAP-2008
- Invited Talk "Developing Data Mining Methods and Systems for Predictive Toxicology and Metabolic Prediction" auf der 10th Annual International Workshop on Bioinformatics and Systems Biology (IBSB-2010), Kyoto, Japan, 26. July, 2010.
- Invited Talk "Learning Probabilistic Real-Time Automata from Multi-Attribute Event Logs" auf dem DyNaK Workshop at ECML/PKDD-2010, Barcelona, Spanien, 24. September, 2010.
- Highlight Track Talk "Improving Structure Alignment Based Prediction of SCOP Families Using Vorolign Kernels" auf der ISMB/ECCB-2011, Wien, Österreich, 17.-19. Juli, 2011.
- Invited Talk "Data Mining Methods for Cheminformatics" auf der Moscow Conference on Computational Molecular Biology (MCCMB-2011), Moskau, Russland, 21.-24. Juli, 2011.
- Tutorial "Advanced Data Mining for Bioinformatics" auf der 12th International Conference on Intelligent Systems for Molecular Biology (ISMB-2004)/3rd European Conference on Computational Biology (ECCB-2004)
- Tutorial "Mining Structured Data in Bioinformatics" auf der 4th European Conference on Computational Biology (ECCB-2005)
- Tutorial "Distances, Margins, Kernels: Machine Learning Concepts for Computational Biology" auf der 16th International Conference on Intelligent Systems for Molecular Biology (ISMB-2008)
