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rueping.jpg Email: rueping At Symbol ls8.cs.uni-dortmund.de
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Stefan Rüping studierte von 1994 bis 1999 Informatik an der Universität Dortmund. Von 1998 bis 1999 war er am Lehrstuhl für künstliche Intelligenz als studentische Hilfskraft im Rahmen des Sonderforschungsbereichs 475 beschäftigt.Von Oktober 1999 bis September 2006 war er im selben Projekt als wissenschaftlicher Mitarbeiter tätig. Neue Webseite: http://www.stefan-rueping.de

Projekte

Forschungsthemen

Publikationen

Morik/Rueping/2006b Morik, Katharina and Rüping, Stefan. An Inductive Logic Programming Approach to the Classification of Phases in Business Cycles. In Heilemann, U. and Weihs, Claus (editors), Classification and Clustering in Business Cycle Analysis, Duncker & Humbolt, 2006.
Morik/Rueping/2006a Morik, Katharina and Rüping, Stefan. Klassifikations-/Clustermethoden und Konjunkturanalyse. Duncker & Humbolt, 2006.
Rueping/2006a Rüping, Stefan. Learning interpretable models. University Dortmund, 2006. Arrow Symbol
Rueping/Scheffer/2005a Ruping, Stefan and Scheffer, Tobias (editors). Proceedings of the ICML 2005 Workshop on Learning with Multiple Views. 2005.
Rueping/2004a Rüping, Stefan. A Simple Method for Estimating Conditional Probabilities in SVMs. In Abecker, A. and Bickel, S. and Brefeld, U. and Drost, I. and Henze,N. and Herden, O. and Minor, M. and Scheffer, T. and Stojanovic, L. and Weibelzahl, S. (editors), Lernen - Wissensentdeckung - Adaptivität, Berlin, Humboldt-Universität, 2004.
Rueping/2004b Rüping, Stefan. Probabilistic SVMs - How Much Scaling Do We Need?. 2004.
Klinkenberg/Rueping/2003a Klinkenberg, Ralf and Rüping, Stefan. Concept Drift and the Importance of Examples. In Franke, Jurgen and Nakhaeizadeh, Gholamreza and Renz, Ingrid (editors), Text Mining -- Theoretical Aspects and Applications, Seiten 55--77, Berlin, Germany, Physica-Verlag, 2003.
Rueping/Morik/2003b Rüping, Stefan and Morik, Katharina. Support Vector Machines and Learning about Time. No. 4, SFB475, Universitat Dortmund, Dortmund, Germany, 2003.
Rueping/Morik/2003a Rüping, Stefan and Morik, Katharina. Support Vector Machines and Learning about Time. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'03), 2003.
Morik/Rueping/2002a Morik, Katharina and Rüping, Stefan. A Multistrategy Approach to the Classification of Phases in Business Cycles. In Elomaa, Taprio and Mannila, Heikki and Toivonen, Hannu (editors), Machine Learning: ECML 2002, Vol. 2430, Seiten 307--318, Berlin, Springer, 2002.
Rueping/2002b Rüping, Stefan. Efficient Kernel Calculation for Multirelational Data. In Kokai, Gabriella and Zeidler, Jens (editors), Proceedings der FGML 2002, Seiten 121-126, Learning Lab Lower Saxony, Hannover, Germany, 2002.
Rueping/2002c Rüping, Stefan. Incremental Learning with Support Vector Machines. No. 18, SFB475, Universitat Dortmund, Dortmund, Germany, 2002.
Morik/etal/2002a Morik, Katharina and Joachims, T. and Imhoff, M. and Brockhausen, P. and Rüping, S.. Integrating Kernel Methods into a Knowledge-based Approach to Evidence-based Medicine. In Schmitt, Manfred and Teodorescu, Horia-Nicolai and Jain, Ashlesha and Jain, Ajita and Jain, Sandhya and Jain, Lakhmi C. (editors), Studies in Fuzzi- ness and Soft Computing., Vol. 96, Seiten 71--99, Physica-Verlag, 2002.
Rueping/2002a Stefan Rüping. Support Vector Machines in Relational Databases. In Seong-Whan Lee and Alessandro Verri (editors), Pattern Recognition with Support Vector Machines --- First International Workshop, SVM 2002, Seiten 310--320, Springer, 2002.
Rueping/2001b Rüping, Stefan. Incremental Learning with Support Vector Machines. In Cercone, Nick and Lin, T.Y. and Wu, Xindong (editors), Proceedings of the 2001 IEEE International Conference on Data Mining (ICDM '01), Seiten 641--642, IEEE, 2001.
Klinkenberg/etal/2001a Klinkenberg, Ralf and Ruping, Stefan and Fick, Andreas and Henze, Nicola and Herzog, Christian and Molitor, Ralf and Schroder, Olaf (editors). LLWA 01 -- Tagungsband der GI-Workshop-Woche Lernen -- Lehren -- Wissen -- Adaptivitat. No. Nr. 763, Dortmund, Germany, 2001. Arrow Symbol
Rueping/2001a Rüping, Stefan. SVM Kernels for Time Series Analysis. In Klinkenberg, Ralf and Ruping, Stefan and Fick, Andreas and Henze, Nicola and Herzog, Christian and Molitor, Ralf and Schroder, Olaf (editors), LLWA 01 - Tagungsband der GI-Workshop-Woche Lernen - Lehren - Wissen - Adaptivitat, Seiten 43-50, Dortmund, Germany, 2001.
Rueping/99a Rüping, Stefan. Zeitreihenprognose fur Warenwirtschaftssysteme unter Berucksichtigung asymmetrischer Kostenfunktionen. Universitat Dortmund, 1999.

Software

Betreute Abschlussarbeiten