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
Mateusz Juda, PhD
room:2060
address:Łojasiewicza 6, PL-30-348 Kraków, Poland
e-mail:juda At ii.uj.edu.pl
www:http://www.linkedin.com/pub/mateusz-juda/4/a52/5ab
Research interests:
  • Homological algorithms
  • Computational topology
  • Parallel and distributed computations
  • Data analysis
CV light:
2013-PostDoc position - Topological Complex Systems (TOPOSYS) project Jagiellonian University, EU 7th Framework Programme FET proactive
2013PhD in Computer ScienceJagiellonian University
2008M.S. in Computer ScienceJagiellonian University
Research grants:
2013-2015Theoretical and practical aspects of homology computations for Big Data setsNCN - National Science Center, Poland
Publications:
  1. Paweł Dłotko, Mateusz Juda, Michał Lipiński, Matthias Zeppelzauer, Bartosz Zieliński,
    Persistence codebooks for topological data analysis
    ARTIFICIAL INTELLIGENCE REVIEW, 1573-7462 (2020)
  2. Tamal Dey, Mateusz Juda, Tomasz Kapela, Jacek Kubica, Michał Lipiński, Marian Mrozek,
    Persistent Homology of Morse Decompositions in Combinatorial Dynamics
    SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS, vol. 18-1, 510-530 (2019)
  3. Paweł Dłotko, Mateusz Juda, Michał Lipiński, Matthias Zeppelzauer, Bartosz Zieliński,
    Persistence bag-of-words for topological data analysis
    Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), 4489-4495 (2019)
  4. Mateusz Juda, Markus Seidl, Matthias Zeppelzauer, Bartosz Zieliński,
    A Study on Topological Descriptors for the Analysis of 3D Surface Texture
    COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 167, 74-88 (2018)
  5. Alexandra Bac, Aldo Gonzalez-Lorenzo, Mateusz Juda, Jean-Luc Mari, Pedro Real,
    Fast, Simple and Separable Computation of Betti Numbers on Three-Dimensional Cubical Complexes
    LECTURE NOTES IN COMPUTER SCIENCE, vol. 9667, 130-139 (2016)
  6. Mateusz Juda, Markus Seidl, Matthias Zeppelzauer, Bartosz Zieliński,
    Topological Descriptors for 3D Surface Analysis
    Lecture Notes in Computer Science, vol. 9667, 77-87 (2016)
  7. Piotr Brendel, Paweł Dłotko, Graham Ellis, Mateusz Juda, Marian Mrozek,
    Computing fundamental groups from point clouds
    APPLICABLE ALGEBRA IN ENGINEERING COMMUNICATION AND COMPUTING, vol. 26, 27-48 (2015)
  8. Mateusz Juda, Marian Mrozek,
    CAPD::RedHom v2 - Homology Software Based on Reduction Algorithms
    LECTURE NOTES IN COMPUTER SCIENCE, vol. 8592, 160-166 (2014)
  9. Mateusz Juda, Marian Mrozek,
    Z_2-homology of weak (p-2)-faceless p-pseudomanifolds may be computed in O(n) time
    Topological Methods in Nonlinear Analysis, vol. 40, 137-159 (2012)
  10. Paweł Dłotko, Robert Ghrist, Mateusz Juda, Marian Mrozek,
    Distributed computation of coverage in sensor networks by homological methods
    APPLICABLE ALGEBRA IN ENGINEERING COMMUNICATION AND COMPUTING, vol. 23, Issue 1-2, 29-58 (2012)
  11. Paweł Dłotko, Shaun Harker, Mateusz Juda, Konstantin Mischaikov, Marian Mrozek, Vidit Nanda, Hubert Wagner,
    The efficiency of a homology algorithm based on discrete Morse Theory and Coreductions
    Image A Proceedings of the 3rd International Workshop on computational Topology in Image Context, 41-47 (2010)
Division of Computational Mathematics, Institute of Computer Science, Łojasiewicza 6, 30-348 Kraków, Poland