Rok Blagus

Publication Activity (10 Years)

Years Active: 2010-2018
Publications (10 Years): 5

Top Topics

Confusion Matrices

High Dimensionality

Class Imbalanced

Imbalanced Data

Top Venues

Briefings Bioinform.

Publications

Rok Blagus, Jelle J. Goeman
What (not) to expect when classifying rare events. Briefings Bioinform. 19 (2) (2018)
Rok Blagus, Lara Lusa
Gradient boosting for high-dimensional prediction of rare events. Comput. Stat. Data Anal. 113 (2017)
Rok Blagus, Lara Lusa
Boosting for high-dimensional two-class prediction. BMC Bioinform. 16 (2015)
Rok Blagus, Brane Leskosek, Janez Stare
Comparison of bibliometric measures for assessing relative importance of researchers. Scientometrics 105 (3) (2015)
Rok Blagus, Lara Lusa
Joint use of over- and under-sampling techniques and cross-validation for the development and assessment of prediction models. BMC Bioinform. 16 (2015)
Gaj Vidmar, Rok Blagus
Outlier Detection for Healthcare Quality Monitoring - A Comparison of Four Approaches to Over-Dispersed Proportions. Qual. Reliab. Eng. Int. 30 (3) (2014)
Rok Blagus, Lara Lusa
Improved shrunken centroid classifiers for high-dimensional class-imbalanced data. BMC Bioinform. 14 (2013)
Rok Blagus, Lara Lusa
SMOTE for high-dimensional class-imbalanced data. BMC Bioinform. 14 (2013)
Lara Lusa, Rok Blagus
The Class-Imbalance Problem for High-Dimensional Class Prediction. ICMLA (2) (2012)
Stojan Peclin, Primoz Juznic, Rok Blagus, Mojca Cizek Sajko, Janez Stare
Effects of international collaboration and status of journal on impact of papers. Scientometrics 93 (3) (2012)
Rok Blagus, Lara Lusa
Evaluation of SMOTE for High-Dimensional Class-Imbalanced Microarray Data. ICMLA (2) (2012)
Rok Blagus, Lara Lusa
Class prediction for high-dimensional class-imbalanced data. BMC Bioinform. 11 (2010)