Rok Blagus

According to our database, Rok Blagus authored at least 12 papers between 2010 and 2018.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2018

What (not) to expect when classifying rare events.

Rok Blagus, Jelle J. Goeman

Briefings Bioinform., 2018

2017

Gradient boosting for high-dimensional prediction of rare events.

Rok Blagus, Lara Lusa

Comput. Stat. Data Anal., 2017

2015

Comparison of bibliometric measures for assessing relative importance of researchers.

Rok Blagus, Brane Leskosek, Janez Stare

Scientometrics, 2015

Joint use of over- and under-sampling techniques and cross-validation for the development and assessment of prediction models.

Rok Blagus, Lara Lusa

BMC Bioinform., 2015

Boosting for high-dimensional two-class prediction.

Rok Blagus, Lara Lusa

BMC Bioinform., 2015

2014

Outlier Detection for Healthcare Quality Monitoring - A Comparison of Four Approaches to Over-Dispersed Proportions.

Gaj Vidmar, Rok Blagus

Qual. Reliab. Eng. Int., 2014

2013

SMOTE for high-dimensional class-imbalanced data.

Rok Blagus, Lara Lusa

BMC Bioinform., 2013

Improved shrunken centroid classifiers for high-dimensional class-imbalanced data.

Rok Blagus, Lara Lusa

BMC Bioinform., 2013

2012

Effects of international collaboration and status of journal on impact of papers.

Stojan Peclin, Primoz Juznic, Rok Blagus, Mojca Cizek Sajko, Janez Stare

Scientometrics, 2012

The Class-Imbalance Problem for High-Dimensional Class Prediction.

Lara Lusa, Rok Blagus

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Evaluation of SMOTE for High-Dimensional Class-Imbalanced Microarray Data.

Rok Blagus, Lara Lusa

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

2010

Class prediction for high-dimensional class-imbalanced data.

Rok Blagus, Lara Lusa

BMC Bioinform., 2010