dr Krzysztof Misztal

Jednostki:

  • Wydział Matematyki i Informatyki UJ
  • Instytut Informatyki i Matematyki Komputerowej
  • Katedra Uczenia Maszynowego

Doktorat  Otwarcie: 2011-05-26, Zamknięcie: 2015-04-30

Publikacje:

25.
Krzysztof Misztal, Ewelina Złotkowska, Anna Wlazło, Małgorzata Kiełkiewicz, Paulina Dziosa, Krzysztof Soja, Anna Barczak-Brzyżek, Marcin Filipecki
Automated imaging coupled with AI-powered analysis accelerates the assessment of plant resistance to Tetranychus urticae, Scientific Reports vol. 14 (2024), 8020
24.
Krzysztof Misztal, Mirosław Szwed, Witold Żukowski, Rafał Kozłowski
High-Energy Transformations of Fossil Fuels in the Cement Industry, Energies vol. 16(9), 3634 (2023), 1-14
23.
Bartosz Wójcik, Jacek Grela, Marek Śmieja, Krzysztof Misztal, Jacek Tabor
SLOVA: Uncertainty estimation using single label one-vs-all classifier, Applied Soft Computing Journal vol. 126 (2022), 109219
22.
Krzysztof Misztal, Anna Drożdż, Tomasz Kołodziej, Sonia Wróbel, Natalia Targosz-Korecka, Marek Drab, Robert jach, Carina Rząca, Magdalena Surman, Małgorzata Przybyło, Zenon Rajfur, Ewa Ł. Stępień
Large extracellular vesicles do not mitigate the harmful effect of hyperglycemia on endothelial cell mobility, European Journal of Cell Biology vol. 101 (2022),
21.
Kubica-Misztal Aleksandra , Martyna Durak-Kozica, Marcin Hartel, Krzysztof Misztal, Michał Wątor, Agnieszka Wojtuch
The importance of standardisation – COVID-19 CT & Radiograph Image Data Stock for deep learning purpose, Computers in Biology and Medicine vol. 127 (2020), 104092
20.
Kubica-Misztal Aleksandra , Krzysztof Misztal, Tomasz Służalec
Securing Data of Biotechnological Laboratories Using Blockchain Technology, Lecture Notes in Computer Science vol. 12133 (2020),
19.
Krzysztof Misztal, Przemysław Spurek, Jacek Tabor
Image Stitching Based on Entropy Minimization, Schedae Informaticae vol. 27 (2018), 129-141
18.
Krzysztof Misztal, Paweł Morkisz, Agnieszka Pocha
Short review of dimensionality reduction methods for failure detection, Schedae Informaticae vol. 26 (2017), 69-78
17.
Monika Brzychczy-Włoch, Krzysztof Misztal, Dorota Ochońska, Anna Plichta, Przemysław Spurek, Bartosz Zieliński
Deep learning approach to bacterial colony classification, PLoS One vol. 12 (9) (2017), 1-14
16.
Krzysztof Hajto, Konrad Kamieniecki, Krzysztof Misztal, Przemysław Spurek
Split-and-merge Tweak in Cross Entropy Clustering, Computer Information Systems and Industrial Management: 16th Ifip Tc8 International Conference (2017), 193 - 204
15.
Konrad Kamieniecki, Krzysztof Misztal, Przemysław Spurek, Marek Śmieja, Jacek Tabor
R Package CEC , Neurocomputing vol. 237 (2017), 410–413
14.
Jakub Hyła, Krzysztof Misztal, Jacek Tabor
Optimal Ellipse Based Algorithm as an Approximate and Robust Solution of Minimum Volume Covering Ellipse Problem, Lecture Notes in Computer Science vol. 9842 (2016), 240-250
13.
Krzysztof Misztal, Michał Podgórski, Przemysław Spurek, Jacek Tabor, Arkadiusz Tomczyk
Detection of Elongated Structures with Hierarchical Active Partitions and CEC-Based Image Representation, Lecture Notes in Computer Science vol. 403 (2016), 159-168
12.
Krzysztof Misztal, Jacek Tabor
Ellipticity and circularity measuring via Kullback-Leibler divergence, Journal of Mathematical Imaging and Vision vol. 55 (1) (2016), 136-150
11.
Krzysztof Misztal, Emil Saeed, Khalid Saeed, Przemysław Spurek, Jacek Tabor
Cross entropy clustering approach to iris segmentation for biometrics purpose, Schedae Informaticae vol. 24 (2015), 31-40
10.
Krzysztof Misztal, Przemysław Spurek, Marek Śmieja
Subspaces Clustering Approach to Lossy Image Compression, Lecture Notes in Computer Science vol. 8838 (2014), 571-579
9.
Krzysztof Misztal, Jacek Tabor, Józef Tabor
Generalized midconvexity, Banach Center Publications vol. 99 (2013), 207-215
8.
Krzysztof Misztal, Jacek Tabor
Detection of elliptical shapes via cross-entropy clustering, Pattern Recognition and Image Analysis Lecture Notes in Computer Science vol. 7887 (2013), 656-663
7.
Krzysztof Misztal, Jacek Tabor
Mahalanobis distance-based algorithm for ellipse growing in iris preprocessing, Computer Information Systems and Industrial Management Lecture Notes in Computer Science vol. 8104 (2013), 158-167
6.
Krzysztof Misztal, Przemysław Spurek, Jacek Tabor
Weighted Approach to Projective Clustering, Computer Information Systems and Industrial Management Lecture Notes in Computer Science vol. 8104 (2013), 367-378
5.
Krzysztof Misztal, Jacek Tabor, Józef Tabor
Midconvexity for finite sets, Journal of Inequalities and Applications vol. 2013 (2013), 1-16
4.
Krzysztof Misztal, Jacek Tabor
Strict verification of approximate midconvexity on non-convex sets, Mathematical Inequalities and Applications vol. 16 (2013), 389–400
3.
Krzysztof Misztal, Khalid Saeed, Jacek Tabor
A new algorithm for rotation detection in iris pattern recognition, Lecture Notes in Computer Science vol. Computer Information Systems and Industrial Management, Volume 7564/2012 (2012), 135-145
2.
Krzysztof Misztal, Emil Saeed, Khalid Saeed, Jacek Tabor
Iris Pattern Recognition with a New Mathematical Model to its Rotation Detection vol. 1 (2012), "Biometrics and Kansei Engineering", Springer Verlag (połaczony z Kluwer Academic Publishing)
1.
Krzysztof Misztal, Jacek Tabor, Józef Tabor
Approximately Midconvex Functions vol. Springer Optimization and Its Applications (2012), "Functional Equations in Mathematical Analysis", Springer Verlag (połaczony z Kluwer Academic Publishing)

Konferencje:

1.
Krzysztof Misztal.
CISIM 2016 15th International Conference on Computer Information Systems and Industrial Management Applications, University of Białystok, Białystok University of Technology, Vilnius, Lithuania, 2016-09-14 - 2016-09-16