Dzeroski S - Search Results

1

Predicting gene function using hierarchical multi-label decision tree ensembles.

Schietgat L, Vens C, Struyf J, Blockeel H, Kocev D, Dzeroski S. Schietgat L, et al. Among authors: dzeroski s. BMC Bioinformatics. 2010 Jan 2;11:2. doi: 10.1186/1471-2105-11-2. BMC Bioinformatics. 2010. PMID: 20044933 Free PMC article.

2

Finding explained groups of time-course gene expression profiles with predictive clustering trees.

Slavkov I, Gjorgjioski V, Struyf J, Dzeroski S. Slavkov I, et al. Among authors: dzeroski s. Mol Biosyst. 2010 Apr;6(4):729-40. doi: 10.1039/b913690h. Epub 2010 Feb 19. Mol Biosyst. 2010. PMID: 20237651

3

Using PPI network autocorrelation in hierarchical multi-label classification trees for gene function prediction.

Stojanova D, Ceci M, Malerba D, Dzeroski S. Stojanova D, et al. Among authors: dzeroski s. BMC Bioinformatics. 2013 Sep 26;14:285. doi: 10.1186/1471-2105-14-285. BMC Bioinformatics. 2013. PMID: 24070402 Free PMC article.

4

Survival analysis with semi-supervised predictive clustering trees.

Roy B, Stepišnik T; Pooled Resource Open-Access ALS Clinical Trials Consortium; Vens C, Džeroski S. Roy B, et al. Among authors: dzeroski s. Comput Biol Med. 2022 Feb;141:105001. doi: 10.1016/j.compbiomed.2021.105001. Epub 2021 Nov 3. Comput Biol Med. 2022. PMID: 34782112

5

Error curves for evaluating the quality of feature rankings.

Slavkov I, Petković M, Geurts P, Kocev D, Džeroski S. Slavkov I, et al. Among authors: dzeroski s. PeerJ Comput Sci. 2020 Dec 7;6:e310. doi: 10.7717/peerj-cs.310. eCollection 2020. PeerJ Comput Sci. 2020. PMID: 33816961 Free PMC article.

6

Improved medical image modality classification using a combination of visual and textual features.

Dimitrovski I, Kocev D, Kitanovski I, Loskovska S, Džeroski S. Dimitrovski I, et al. Among authors: dzeroski s. Comput Med Imaging Graph. 2015 Jan;39:14-26. doi: 10.1016/j.compmedimag.2014.06.005. Epub 2014 Jun 19. Comput Med Imaging Graph. 2015. PMID: 24997992

7

Biomarker discovery by feature ranking: Evaluation on a case study of embryonal tumors.

Petković M, Slavkov I, Kocev D, Džeroski S. Petković M, et al. Among authors: dzeroski s. Comput Biol Med. 2021 Jan;128:104143. doi: 10.1016/j.compbiomed.2020.104143. Epub 2020 Nov 28. Comput Biol Med. 2021. PMID: 33307385

8

Using data mining to predict soil quality after application of biosolids in agriculture.

Cortet J, Kocev D, Ducobu C, Džeroski S, Debeljak M, Schwartz C. Cortet J, et al. Among authors: dzeroski s. J Environ Qual. 2011 Nov-Dec;40(6):1972-82. doi: 10.2134/jeq2011.0155. J Environ Qual. 2011. PMID: 22031581

9

Using machine learning to estimate herbage production and nutrient uptake on Irish dairy farms.

Nikoloski S, Murphy P, Kocev D, Džeroski S, Wall DP. Nikoloski S, et al. Among authors: dzeroski s. J Dairy Sci. 2019 Nov;102(11):10639-10656. doi: 10.3168/jds.2019-16575. Epub 2019 Aug 22. J Dairy Sci. 2019. PMID: 31447146 Free article.

10

A catalogue with semantic annotations makes multilabel datasets FAIR.

Kostovska A, Bogatinovski J, Džeroski S, Kocev D, Panov P. Kostovska A, et al. Among authors: dzeroski s. Sci Rep. 2022 May 4;12(1):7267. doi: 10.1038/s41598-022-11316-3. Sci Rep. 2022. PMID: 35508507 Free PMC article.

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