English
Slovenščina
Rok Blagus
- BLAGUS, Rok, LUSA, Lara. Class prediction for high-dimensional class-imbalanced data. BMC bioinformatics, 2010, letn. 11, str. 523 (1-27).
- BLAGUS, Rok, LUSA, Lara. Evaluation of SMOTE for high-dimensional class-imbalanced microarray data. V: TAO, Dacheng (ur.). ICMLA 2012. [S. l.]: Institute of Electrical and Electronics Engineers, 2012, str. 89-94.
- LUSA, Lara, BLAGUS, Rok. The class-imbalance problem for hig-dimensional class prediction. V: TAO, Dacheng (ur.). ICMLA 2012.
- BLAGUS, Rok, LUSA, Lara. Impact of class-imbalance on multi-class high-dimensional class prediction. Metodološki zvezki, 2012, vol. 9, no. 1, str. 25-45.
- VIDMAR, Gaj, BLAGUS, Rok, STŘELEC, Luboš, STEHLÍK, Milan. Business indicators of healthcare quality : outlier detection in small samples. Applied Stochastic Models in Business and Industry, 2012, vol. 28, no. 3, str. 282-295.
- PEČLIN, Stojan, JUŽNIČ, Primož, BLAGUS, Rok, ČIŽEK-SAJKO, Mojca, STARE, Janez. Effects of international collaboration and status of journal on impact of papers. Scientometrics, ISSN 0138-9130, Dec. 2012, vol. 93, no. 3, str. 937-948.
- BLAGUS, Rok, LUSA, Lara. Improved shrunken centroid classifiers for high-dimensional class-imbalanced data. BMC bioinformatics, 2013, vol. 14, str. [1-27], 64.
- BLAGUS, Rok, LUSA, Lara. SMOTE for high-dimensional class-imbalanced data. BMC bioinformatics, ISSN 1471-2105, 2013, vol. 14, str. [1-19], 106.
- VIDMAR, Gaj, BLAGUS, Rok. Outlier detection for healthcare quality monitoring : a comparison of four approaches to over-dispersed proportions. Quality and reliability engineering international, ISSN 1099-1638, 2014, vol. 30, no. 3, str. 347-362.
- BLAGUS, Rok, LESKOŠEK, Branimir, STARE, Janez. Comparison of bibliometric measures for assessing relative importance of researchers. Scientometrics, ISSN 0138-9130, 2015.
- BLAGUS, Rok, LUSA, Lara. Boosting for high-dimensional two-class prediction. BMC bioinformatics, 2015.
- BLAGUS, Rok, LUSA, Lara. Gradient boosting for high-dimensional prediction of rare events. Computational statistics & data analysis, 2016.
- BLAGUS, Rok, GOEMAN, Jelle J. What (not) to expect when classifying rare events. Briefings in Bioinformatics, 2016.