Wykaz publikacji wybranego autora

Michał Koziarski, mgr inż.

Cyfronet, AGH UST Academic Computer Centre
ACK

Identyfikatory Autora

ORCID: 0000-0001-7707-9640 połącz konto z ORCID

ResearcherID: brak

Scopus: 57190133444

wydruk:

sortowanie:

1

[article, 2020]

Tytuł	A study on pattern recognition with the histograms of oriented gradients in distorted and noisy images
Autorzy	Andrzej Bukała, Michał KOZIARSKI, Bogusław CYGANEK, Osman Nuri Koç, Alperen Kara
Źródło	Journal of Universal Computer Science. — 2020 vol. 26 no. 4, s. 454–478. — tekst: http://www.jucs.org/jucs_26_4/a_study_on_pattern/jucs_26_04_0454_0478_bukala.pdf

2

[proceedings, 2020]

Tytuł	Classification of histopathological images using Scale-Invariant Feature Transform
Autorzy	Andrzej Bukała, Bogusław CYGANEK, Michał KOZIARSKI, Bogdan KWOLEK, Bogusław Olborski, Zbigniew Antosz, Jakub Swadźba, Piotr Sitkowski
Źródło	VISIGRAPP 2020 [Dokument elektroniczny] : proceedings of the 15th international joint conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Vol. 5, VISAPP / eds. Giovanni Maria Farinella, Petia Radeva, Jose Braz. — [Lisbon] : SCITEPRESS - Science and Technology Publications, cop. 2020. — S. 506–512

3

[article, 2020]

Tytuł	Combined Cleaning and Resampling algorithm for multi-class imbalanced data with label noise
Autorzy	Michał KOZIARSKI, Michał Woźniak, Bartosz Krawczyk
Źródło	Knowledge-Based Systems / Butterworths. — 2020 vol. 204 art. no. 106223, s. 1–16. — tekst: https://www-1sciencedirect-1com-10000278y006b.wbg2.bg.agh.edu.pl/science/article/pii/S0950705120304330/pdfft?md5=fbd79aba415e151d2ba48a78c6687397&pid=1-s2.0-S0950705120304330-main.pdf

4

[article, 2020]

Tytuł	Radial-based oversampling for multiclass imbalanced data classification
Autorzy	Bartosz Krawczyk, Michał KOZIARSKI, Michał Woźniak
Źródło	IEEE Transactions on Neural Networks and Learning Systems. — 2020 vol. 31 iss. 8, s. 2818–2831. — tekst: https://ieeexplore-1ieee-1org-1000047gs003b.wbg2.bg.agh.edu.pl/stamp/stamp.jsp?tp=&arnumber=8743475

5

[article, 2020]

Tytuł	Radial-Based Undersampling for imbalanced data classification
Autorzy	Michał KOZIARSKI
Źródło	Pattern Recognition. — 2020 vol. 102 art. no. 107262, s. 1–11. — tekst: https://www.sciencedirect.com/science/article/pii/S0031320320300674/pdfft?md5=4c1e40d36a6ab2569aa34bad0d1e633c&pid=1-s2.0-S0031320320300674-main.pdf

6

[proceedings, 2020]

Tytuł	The choice of feature representation in small-scale MobileNet-based imbalanced image recognition
Autorzy	Michał KOZIARSKI, Bogusław CYGANEK, Kazimierz WIATR
Źródło	VISIGRAPP 2020 [Dokument elektroniczny] : proceedings of the 15th international joint conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Vol. 4, VISAPP / eds. Giovanni Maria Farinella, Petia Radeva, Jose Braz. — [Lisbon] : SCITEPRESS - Science and Technology Publications, cop. 2020. — S. 633–638

7

[chapter/proceedings paper, 2020]

Tytuł	The impact of distortions on the image recognition with histograms of oriented gradients
Autorzy	Andrzej Bukała, Michał KOZIARSKI, Bogusław CYGANEK, Osman Nuri Koç, Alperen Kara
Źródło	Image Processing and Communications : techniques, algorithms and applications : [IP&C 2019 : international conference : 11-13.09.2019, Bydgoszcz] / eds. Michał Choraś, Ryszard S. Choraś. — Cham : Springer Nature Switzerland AG, 2020. — S. 166–178