Krawczyk B - Search Results

1

A Machine Learning method for relabeling arbitrary DICOM structure sets to TG-263 defined labels.

Sleeman Iv WC, Nalluri J, Syed K, Ghosh P, Krawczyk B, Hagan M, Palta J, Kapoor R. Sleeman Iv WC, et al. Among authors: krawczyk b. J Biomed Inform. 2020 Sep;109:103527. doi: 10.1016/j.jbi.2020.103527. Epub 2020 Aug 8. J Biomed Inform. 2020. PMID: 32777484 Free article.

2

On optimal settings of classification tree ensembles for medical decision support.

Budnik M, Krawczyk B. Budnik M, et al. Among authors: krawczyk b. Health Informatics J. 2013 Mar;19(1):3-15. doi: 10.1177/1460458212446096. Health Informatics J. 2013. PMID: 23486822 Free article.

3

Adversarial concept drift detection under poisoning attacks for robust data stream mining.

Korycki Ł, Krawczyk B. Korycki Ł, et al. Among authors: krawczyk b. Mach Learn. 2022 Jun 2:1-36. doi: 10.1007/s10994-022-06177-w. Online ahead of print. Mach Learn. 2022. PMID: 35668720 Free PMC article.

4

Improved adaptive splitting and selection: the hybrid training method of a classifier based on a feature space partitioning.

Jackowski K, Krawczyk B, Woźniak M. Jackowski K, et al. Among authors: krawczyk b. Int J Neural Syst. 2014 May;24(3):1430007. doi: 10.1142/S0129065714300071. Epub 2014 Jan 26. Int J Neural Syst. 2014. PMID: 24552506

5

A hybrid cost-sensitive ensemble for imbalanced breast thermogram classification.

Krawczyk B, Schaefer G, Woźniak M. Krawczyk B, et al. Artif Intell Med. 2015 Nov;65(3):219-27. doi: 10.1016/j.artmed.2015.07.005. Epub 2015 Jul 31. Artif Intell Med. 2015. PMID: 26319694

6

A pruned ensemble classifier for effective breast thermogram analysis.

Krawczyk B, Schaefer G. Krawczyk B, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2013;2013:7120-3. doi: 10.1109/EMBC.2013.6611199. Annu Int Conf IEEE Eng Med Biol Soc. 2013. PMID: 24111386

7

Scleroderma capillary pattern identification using texture descriptors and ensemble classification.

Schaefer G, Krawczyk B, Doshi NP, Merla A. Schaefer G, et al. Among authors: krawczyk b. Annu Int Conf IEEE Eng Med Biol Soc. 2013;2013:5473-6. doi: 10.1109/EMBC.2013.6610788. Annu Int Conf IEEE Eng Med Biol Soc. 2013. PMID: 24110975

8

Radial-Based Oversampling for Multiclass Imbalanced Data Classification.

Krawczyk B, Koziarski M, Wozniak M. Krawczyk B, et al. IEEE Trans Neural Netw Learn Syst. 2020 Aug;31(8):2818-2831. doi: 10.1109/TNNLS.2019.2913673. Epub 2019 Jun 21. IEEE Trans Neural Netw Learn Syst. 2020. PMID: 31247563

9

XRRpred: accurate predictor of crystal structure quality from protein sequence.

Ghadermarzi S, Krawczyk B, Song J, Kurgan L. Ghadermarzi S, et al. Among authors: krawczyk b. Bioinformatics. 2021 Dec 7;37(23):4366-4374. doi: 10.1093/bioinformatics/btab509. Bioinformatics. 2021. PMID: 34247234

10

DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data.

Dablain D, Krawczyk B, Chawla NV. Dablain D, et al. Among authors: krawczyk b. IEEE Trans Neural Netw Learn Syst. 2023 Sep;34(9):6390-6404. doi: 10.1109/TNNLS.2021.3136503. Epub 2023 Sep 1. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 35085094

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