Krzysztof Krawiec


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I'm an associate professor affiliated to Laboratory of Intelligent Decision Support Systems, Institute of Computing Science, Poznan University of Technology.

My LinkedIn profile, ResearchGate profile, and ACM publication page.

Membership

Selected research grants

  • New Computational Paradigms for Explanatory Modeling of Complex Systems (Nowe Paradygmaty Obliczeniowe dla Konstrukcji Wyjaśniających Modeli Systemów Złożonych), National Science Center grant #DEC-2011/01/B/ST6/07318, 2011-2014 (project webpage)
  • Evolutionary learning systems for artificial and real-world environments (Ewolucyjne systemy uczące się w środowiskach rzeczywistych i wirtualnych), Polish Ministry of Science and Higher Education Research Grant #N N519 3505 33, 2007-2010 (project webpage)
  • Integration of machine learning with decision support for image-based decision support (Integracja uczenia maszynowego ze wspomaganiem decyzji na podstawie informacji obrazowej), Polish Committee for Scientific Research Grant 8T11C 021 16, 1999-2001, closed with final evaluation: excellent.
  • Automatic Design and Synthesis of ATR (Automatic Target Recognition) Systems using Hybrid Learning Paradigms. US AFRL (Air Force Research Laboratory) grant, 1999-2003.
  • Algorithms transforming data representation for machine learning systems, Polish Committee for Scientific Research Grant 3 T11C 050 26 (summary).

Awards, fellowships and stipends

Conferences

Applications and real-world problems

  • generic object recognition in visible spectrum (e.g., objects from COIL databases)
  • object recognition in synthetic aperture radar (SAR) images (MSTAR) database,
  • medical decision support based on clinical data and imagery,
  • handwritting recognition and sketch interpretation,

Teaching activities


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