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Machine Learning

 

Related Topics

Learning Drifting Concepts
Statistical Learning
 

Projects

SFB 531 Computational Intelligence

Software

Picana
RDT/dm
RapidMiner (YALE)
RapidMiner Data Stream Plugin (formerly: YALE Concept Drift Plugin)
SVM-light
myKLR
mySVM
mySVM/db

Staff

Kersting, Kristian
Klinkenberg, Ralf
Lee, Sangkyun
Mierswa, Ingo
Molina, Alejandro
Pölitz, Christian
Scholz, Martin

Past Master Thesis

Publications

Lindner/Morik/95a Lindner, Guido and Morik, Katharina. Coupling a Relational Learning Algorithm with a Database System. In Kodratoff and Nakhaeizadek and Taylor (editors), Statistics, Machine Learning, and Knowledge Discovery in Databases, pages 163 - 168, MLnet, 1995.
Morik/95a Morik, Katharina. Maschinelles Lernen. In Gorz, Gunther (editors), Einführung in die Künstliche Intelligenz, pages 243-297, Bonn, Germany, Addison-Wesley, 1995.
Morik/Ellebrecht/95a Morik, Katharina and Ellebrecht, Mario. MLnet Report: Training in Europe on Machine Learning. No. 17, University of Dortmund, Lehrstuhl Informatik VIII, 1995.
Morik/Lindner/95a Morik, Katharina and Lindner, Guido. Coupling a Relational Learning Algorithm with a Database System. In Yves Kodratoff and Gholemreza Nakhaeizadeh and Charles Taylor (editors), Statistics, Machine Learning and Knowledge Discovery in Databases, Crete, Greece, ML--Net Familiarization Workshop, 1995.
Morik/94a Morik, Katharina. Balanced Cooperative Modeling. In Ryszard Michalski and Gheorghe Tecuci (editors), Machine Learning -- A Multistrategy Approach, Vol. 4, pages 295--318, Morgan Kaufmann, 1994.
Sommer/etal/94a Sommer,Edgar and Morik, Katharina and Andre, Jean-Michel and Uszinsky, Marc. What Online Machine Learning Can Do For Knowledge Acquisition - A Case Study. In Knowledge Acquisition, Vol. 6, No. 4, pages 435 -- 460, 1994.
Morik/93a Morik, Katharina. Balanced Cooperative Modeling. In Machine Learning, Vol. 11, pages 217--235, 1993.
Morik/93b Morik, Katharina. Maschinelles Lernen. In Gunther Gorz (editors), Einfuhrung in die Kunstliche Intelligenz, Addison Wesley, 1993.
Morik/93c Morik, Katharina. Maschinelles Lernen. No. 1, Universitat Dortmund, Lehrstuhl Informatik VIII, 1993.
Morik/92a Morik, Katharina. Applications of Machine Learning. In Thomas Wetter and Klaus-Dieter Althoff and John Boose and Brian Gaines (editors), Current Developments in Knowledge Acquisition - EKAW92, Vol. 599, pages 9--13, Springer, 1992.
Morik/91b Morik, Katharina. Underlying Assumptions of Knowledge Acquisition and Machine Learning. In Knowledge Acquisition, Vol. 3, pages 137--156, 1991.
Morik/91f Morik, Katharina. Maschinelles Lernen in Deutschland. In KI - Künstliche Intelligenz, Vol. 5, No. 1, pages 32--34, 1991.
Morik/90b Morik, Katharina. Integrating manual and automatic knowledge acquisition -- BLIP. In Readings in Knowledge Acquisition: Current Practices and Trends, pages 213--232, New York [u.a.], Horwood, 1990.
Emde/Morik/89a Emde, Werner and Morik, Katharina. Consultation-independent learning in BLIP. In Kodratoff, Yves and Hutchinson, Alan (editors), Machine and Human Learning, pages 93--104, East Wittering, England, Michael Horwood Publ., 1989.
Morik/89c Morik, Katharina. Sloppy Modeling. In Morik, Katharina (editors), Knowledge Representation and Organization in Machine Learning, pages 107--134, Berlin, New York, Springer, 1989.
Emde/Morik/86a Emde, W. and Morik, K.. The BLIP-System. No. 32, Techn. Univ. Berlin, Berlin, 1986.