Stefan
Kramer,
Prof. Dr.
Head of Information Systems
Room: 03-617
Johannes Gutenberg - Universität Mainz
Institut für Informatik
Staudingerweg 9
55128 Mainz, Germany
Institut für Informatik
Staudingerweg 9
55128 Mainz, Germany
Office Phone: +49-6131-39-21057
Fax number: +49-6131-39-23534
Awards:
- Best Application Paper Runner-Up, Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2001) (for: Kramer S., De Raedt L., Helma C.: Molecular Feature Mining in HIV Data)
- Best Theory Paper, 16th International Conference on Inductive Logic Programming (ILP-2006) (for: Rückert U., Kramer S.: Margin-Based First-Order Rule Learning)
- Best
Application Paper, 8th IEEE International Conference on Data Mining
(ICDM-2008) (for: 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)
Activities:
- Program Chair of Innovation in Predictive Toxicology: OpenTox InterAction Meeting 2011, Munich, Germany, August 9-12, 2011.
- Program Chair of Fifth International Workshop on Machine Learning in Systems Biology (MLSB-2011), Vienna, Austria, July 20-21, 2011.
- Program Chair of the First International Workshop on the Induction of Process Models (IPM-2007) at the 24th International Conference on Machine Learning (ICML-2007), Corvallis, OR, 2007.
- Program Chair of the Second International Workshop on the Induction of Process Models (IPM-2008) at the 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, Germany, August 10-13, 2005.
- Tutorial and Workshop Chair of the 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 of the Workshop "Attribute-Value and Relational Learning: Crossing the Boundaries" at the Seventeenth International Conference on Machine Learning (ICML-2000), Stanford University, June 29-July 2, 2000.
- Program Co-Chair of the Workshop "The Predictive Toxicology Challenge 2000-2001" at the Fifth European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD-2001), Albert-Ludwigs-University Freiburg, Germany, September 6, 2001.
- Area Chair at the 18th European Conference on Machine Learning (ECML-2007)/11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD-2007)
- Area Chair at the 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 at eCheminfo InterAction Meeting, Basel, Switzerland, November 10, 2005.
- Co-Organizer of the Predictive Toxicology Challenge 2000-2001, the sequel to the Predictive Toxicology Evaluation Challenge
- Co-Editor of a special section in Bioinformatics on the Predictive Toxicology Challenge 2000-2001
- Co-Editor of a special issue of Machine Learning on Multi-Relational Data Mining and Statistical Relational Learning (2005/2006)
- Co-Organizer of the German Conference on Bioinformatics GCB-2003
- Local Co-Chair of the 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, Germany, September 2001
Publications:
Selected Talks and Tutorials:
- Invited Talk "Margin-Based Rule Learning on Graphs and Relations: Lessons Learned" at the French Machine Learning Conference CAP-2008
- Invited Talk "Developing Data Mining Methods and Systems for Predictive Toxicology and Metabolic Prediction" at the 10th Annual International Workshop on Bioinformatics and Systems Biology (IBSB-2010), Kyoto, Japan, July 26, 2010.
- Invited Talk "Learning Probabilistic Real-Time Automata from Multi-Attribute Event Logs" at the DyNaK Workshop at ECML/PKDD-2010, Barcelona, Spain, September 24, 2010.
- Highlight Track Talk "Improving Structure Alignment Based Prediction of SCOP Families Using Vorolign Kernels" at ISMB/ECCB-2011, Vienna, Austria, July 17-19, 2011.
- Invited Talk "Data Mining Methods for Cheminformatics" at the Moscow Conference on Computational Molecular Biology (MCCMB-2011), Moscow, Russia, July 21-24, 2011.
- Tutorial "Advanced Data Mining for Bioinformatics" at the 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" at the 4th European Conference on Computational Biology (ECCB-2005)
- Tutorial "Distances, Margins, Kernels: Machine Learning Concepts for Computational Biology" at the 16th International Conference on Intelligent Systems for Molecular Biology (ISMB-2008)
Programming Languages
