Short CV/Education and training

  • 1973
    Study at the University Hamburg

  • 1981
    Promotion

  • 1982
    Scientist of the project HAM-ANS (Hamburg Application-oriented Natural language System) at the University Hamburg

  • 1985
    Scientist at the Technical University Berlin

  • 1988
    Habilitation at the Technical University Berlin, Faculty of Computer Science

  • 1989
    Scientist at the German Center for Computer Science (GMD), Sankt Augustin (today Fraunhofer)

  • Since 1991
    Full professor (C4) of Dortmund University (today TU Dortmund University) , Faculty for Computer Science, Chair for "Artificial Intelligence"

Selected publications

  • Katharina Morik, Stefan Wrobel, Jörg-Uwe Kietz, Werner Emde (1993). Knowledge Acquisition and Machine Learning – Theory, Methods, and Applications. Academic Press.

  • Jörg-Uwe Kietz, Katharina Morik (1994). A Polynomial Approach to the Constructive Induction of Structural Knowledge in: Machine Learning Journal, Vol. 14, No. 2, S.193-218.

  • Katharina Morik, Volker Klingspor (2005). Informatik kompakt – eine grundlegende Einführung mit Java. Springer.

  • Katharina Morik, Ingo Mierswa (2005). Automatic Feature Extraction for Classifying Audio Data In: Machine Learning Journal, Vol. 58 S. 127-149, Springer.

  • Michael Wurst, Katharina Morik (2007). Distributed Feature Extraction in a P2P Setting – A Case Study. In: Future Generation Computer Systems, Vol. 23, No. 1, S. 69-75.

  • Tim Ruhe, Katharina Morik, Wolfgang Rhode (2012). Data Mining Ice Cubes. In: Ballester, Egret, Lorente (editors), Astronomical Data Analysis Software and Systems XXI, 513 – 516, Astronomical Society of the Pacific Conference Series.

  • Katharina Morik, Andreas Kaspari, Michael Wurst, Marcin Skirzynski (2012) Multi-objective frequent termset clustering. In: Knowledge and Information Systems, Vol 30, No. 3, S. 715-738.

  • Katharina Morik, Kanishka Bhaduri, Hillol Kargupta (2012). Introduction to data mining for sustainability. In: Data Mining and Knowledge Discovery Journal, Vol. 24, No. 2, S. 311-324.

  • Sangkyun Lee, Marco Stolpe, Katharina Morik (2012). Separable Approximate Optimization of Support Vector Machines for Distributed Sensing, ECML PKDD 2012, S.387-402, Springer.

  • Niko Piatkowski, Sangkyun Lee, Katharina Morik (2013). Spatio-Temporal Random Fields: Compressible Representation and Distributed Estimation, Machine Learning Journal, Springer.



Complete list of publications

Selected projects

  • Sonderforschungsbereich 475 "Komplexitätsreduktion in multivariaten Datenstrukturen".

    Teilprojekt A4: Statistische Methoden und maschinelle Lernverfahren, 1997 – 2009.

  • Sonderforschungsbereich 531 "Design und Management komplexer technischer Prozesse und Systeme mit Methoden der Computational Intelligence", 2000 – 2005.

    Teilprojekt B5: Formalisierung neuartiger Lernaufgaben aus praktischen Anwendungen, 2000 – 2002.

    Teilprojekt C11: Optimierung von Aufstellungsentwürfen für Chemieanlagen, 2003 – 2005

  • Coordinator European Project MiningMart (IST 11993) "Enabling End-User Datawarehouse Mining", 2000 – 2003

  • Sprecherin Sonderforschungsbereichs 876 "Verfügbarkeit von Information durch Analyse unter Ressourcenbeschränkung" (Sprecherin), 2011 – 2014.

    Teilprojekt A1 (mit Olaf Spinczyk): Data Mining für ubiquitäre Systemsoftware?

    Teilprojekt B3 (mit Jochen Deuse): Data Mining in Sensordaten automatisierter Prozesse?

    Teilprojekt C1(mit Alexander Schramm) : Merkmalsselektion in hochdimensionalen Daten am Beispiel der Risikoprognose in der Onkologie

  • Vista-TV (EU FP 7, STREP), 2012 – 2014

  • Insight (EU FP 7, STREP), 2012 – 2015

  • Kobra (BMBF), 2012 – 2015

  • Data Driven Material Development (Mercator Stiftung), 2012 – 2014

Membership in scientific bodies/juries

  • Editorial Boards:

    Knowledge and Information Systems, Springer Verlag und

    Data Mining and Knowledge Discovery, Springer Verlag

  • First Steering Committee IEEE ICDM 2000 – 2007

    Program Chair (with Rajeev Rastogi) IEEE ICDM 2004

    Vice Chair IEEE ICDM 2009, 2012

    Regularly Program committee IEEE ICDM

  • Program Chair (with Bart Goethals, Walter Daelemans) ECML PKDD 2008

    ECML PKDD Council member

  • many other program committees, e.g., ICDE 2013

    regularly Program committee ECML PKDD

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