Distributed computation of coverage in sensor networks by homological methods P Dłotko, R Ghrist, M Juda, M Mrozek
Applicable Algebra in Engineering, Communication and Computing 23, 29-58, 2012
64 2012 The efficiency of a homology algorithm based on discrete Morse theory and coreductions S Harker, K Mischaikow, M Mrozek, V Nanda, H Wagner, M Juda, ...
Image-A: Applicable Mathematics in Image Engineering, 1 (1), 41-48, 2010
42 2010 Computing fundamental groups from point clouds P Brendel, P Dłotko, G Ellis, M Juda, M Mrozek
Applicable Algebra in Engineering, Communication and Computing 26 (1), 27-48, 2015
31 2015 Persistence codebooks for topological data analysis B Zieliński, M Lipiński, M Juda, M Zeppelzauer, P Dłotko
Artificial Intelligence Review 54, 1969-2009, 2021
30 2021 Persistent homology of Morse decompositions in combinatorial dynamics TK Dey, M Juda, T Kapela, J Kubica, M Lipiński, M Mrozek
SIAM Journal on Applied Dynamical Systems 18 (1), 510-530, 2019
29 2019 Persistence bag-of-words for topological data analysis B Zieliński, M Lipiński, M Juda, M Zeppelzauer, P Dłotko
arXiv preprint arXiv:1812.09245, 2018
24 2018 Topological descriptors for 3d surface analysis M Zeppelzauer, B Zieliński, M Juda, M Seidl
Computational Topology in Image Context: 6th International Workshop, CTIC …, 2016
23 2016 A study on topological descriptors for the analysis of 3d surface texture M Zeppelzauer, B Zieliński, M Juda, M Seidl
Computer Vision and Image Understanding 167, 74-88, 2018
20 2018 CAPD:: RedHom v2-homology software based on reduction algorithms M Juda, M Mrozek
Mathematical Software–ICMS 2014: 4th International Congress, Seoul, South …, 2014
12 2014 Iterative imputation of missing data using auto-encoder dynamics M Śmieja, M Kołomycki, Ł Struski, M Juda, MAT Figueiredo
International Conference on Neural Information Processing, 258-269, 2020
9 2020 M Juda, M Mrozek
6 * 2012 Can auto-encoders help with filling missing data? M Śmieja, M Kołomycki, Ł Struski, M Juda, MAT Figueiredo
ICLR 2020 Workshop on Integration of Deep Neural Models and Differential …, 2020
5 2020 Fast, simple and separable computation of Betti numbers on three-dimensional cubical complexes A Gonzalez-Lorenzo, M Juda, A Bac, JL Mari, P Real
Computational Topology in Image Context: 6th International Workshop, CTIC …, 2016
4 2016 Fundamental Group Algorithm for low dimensional tessellated CW complexes P Brendel, G Ellis, M Juda, M Mrozek
arXiv preprint arXiv:1507.03396, 2015
3 2015 Unsupervised features learning for sampled vector fields M Juda
SIAM Journal on Applied Dynamical Systems 19 (4), 2720-2736, 2020
1 2020 Computing fundamental groups from point clouds ii: Applications P Brendel, G Ellis, M Juda, M Mrozek
arXiv preprint arXiv:1507.03396, 2015
1 2015 COMPUTING FUNDAMENTAL GROUP VIA FORMAN’S DISCRETE MORSE THEORY P Brendel, PLD LOTKO, G Ellis, M Juda, M Mrozek
IMAGE-A 4 (7), 1-4, 2015
2015 CAPD:: RedHom-Reduction heuristics for homology algorithms M Juda, M Mrozek
Image-A: Applicable Mathematics in Image Engineering, 4 (7), 2015
2015 Computing Fundamental Group via Forman’s Discrete Morse Theory Extended abstract P Brendel, P Dlotko, G Ellis, M Juda, M Mrozek
Image-A: Applicable Mathematics in Image Engineering, 4 (7), 2015
2015 Teoretyczne i praktyczne aspekty liczenia homologii metodami geometrycznych koredukcji M Juda
2013 