Seminars:
Computational mathematics Thu 16:15-17:45
room 1016 Image and Data Processing Tue 11:30-13:00
room 1146 Differential equations and related issues Fri 12:15-13:45
room 1016 Partial differential equations Tue 12:15-13:45
room 1016
Marcin Żelawski, PhD
room:2150
address:Łojasiewicza 6, PL-30-348 Kraków, Poland
e-mail:zelawski At ii.uj.edu.pl
www:http://www.ii.uj.edu.pl/~zelawski
Research interests:
  • Topological Data Analysis
  • data mining
  • image processing and recognition
  • design patterns
  • software engineering
  • algorithms and computational complexity
  • artificial intelligence
CV light:
1995M.Sc. in computer scienceJagiellonian University
2002PhD in computer scienceJagiellonian University
Awards and scholarships:
2013 The paper: M. Mrozek, M. Żelawski, A. Krajniak, A. Gryglewski and S. Han, "Homological methods for extraction and analysis of linear features in multidimensional images", Pattern Recognition, 45(1), 285-298 awarded third prize in the nationwide competition for the best papers in applications of mathematics. Centre for Applications of Mathematics, Gdańsk University of Technology
Publications:
  1. Marcin Żelawski, Grzegorz Migdałek,
    Measuring population-level plant gene flow with topological data analysis
    Ecological Informatics, (2022)
  2. Marcin Żelawski, Małgorzata Warmuzek, Tomasz Jałocha,
    Application of the convolutional neural network for recognition of the metal alloys microstructure constituents based on their morphological characteristics
    COMPUTATIONAL MATERIALS SCIENCE, (2021)
  3. Marcin Żelawski, Tomasz Hachaj,
    The application of topological data analysis to human motion recognition
    Czasopismo Techniczne, (2021)
  4. Andrzej Gryglewski, Brandon Michael Henry, Marian Mrozek, Krzysztof Piech, Krzysztof Tomaszewski, Marcin Żelawski,
    Sensitivity and Specificity of Fractal Analysis to Distinguish Between Healthy and Pathologic Rectal Mucosa Microvasculature Seen During Colonoscopy
    SURGICAL LAPAROSCOPY ENDOSCOPY & PERCUTANEOUS TECHNIQUES, vol. 26(5), 358–363 (2016)
  5. Andrzej Gryglewski, Andrzej Krajniak, Marian Mrozek, Han Sejin, Marcin Żelawski,
    Homological methods for extraction and analysis of linear features in multidimensional images
    PATTERN RECOGNITION, vol. 45(1), 285-298 (2012)
  6. Tomasz Baron, Marcin Cwynar, Tomasz Grodzicki, Barbara Gryglewska, Marian Mrozek, Mirosław Nęcki, Marcin Żelawski,
    Fractal dimensions of skin microcirculation flow in subjects with familial predisposition or newly diagnosed hypertension
    CARDIOLOGY JOURNAL, FORMERLY FOLIA CARDIOLOGICA, vol. 18, No. 1, 26-32 (2011)
  7. Tomasz Grodzicki, Barbara Gryglewska, Mirosław Nęcki, Marcin Żelawski,
    Entropy of skin microcirculation flow in subjects with familial predisposition or newly diagnosed hypertension
    Cardiovascular Research, vol. 87, S54-S54 (2010)
  8. Marcin Żelawski,
    Detecting Pathologies with Homology Algorithms in Magnetic Resonance Images of Brain
    MACHINE GRAPHICS & VISION: INTERNATIONAL JOURNAL, vol. 18, No. 3, 253-266 (2009)
  9. Andrzej Gryglewski, Andrzej Krajniak, Marian Mrozek, Han Sejin, Marcin Żelawski,
    Homological Methods in Feature Extraction of Multidimensional Images
    Proceedings of the 2009 2nd International Congress on Image and Signal Processing, IEEE, 1061-1066 (2009)
  10. Marcin Żelawski,
    Pattern Recognition Based on Homology Theory
    MACHINE GRAPHICS & VISION: INTERNATIONAL JOURNAL, vol. 14, No. 3, 309-324 (2005)
  11. M. Żelawski,
    Rigorous numerical approach to isolation in dynamical systems on the example of the Kuramoto-Sivashinsky Equation
    Reliable Computing, 5, 113-129 (1999)
  12. M. Mrozek, M. Żelawski,
    Heteroclinic Connections in the Kuramoto-Sivashinsky Equation: a Computer Assisted Proof
    Reliable Computing, 3, 277-285 (1997)
Division of Computational Mathematics, Institute of Computer Science, Łojasiewicza 6, 30-348 Kraków, Poland