Lara Lusa

According to our database, Lara Lusa authored at least 10 papers between 2007 and 2022.

Collaborative distances:

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

2022

Ten simple rules for initial data analysis.

Mark Baillie, Saskia le Cessie, Carsten Oliver Schmidt, Lara Lusa, Marianne Huebner

PLoS Comput. Biol., 2022

2017

Gradient boosting for high-dimensional prediction of rare events.

Rok Blagus, Lara Lusa

Comput. Stat. Data Anal., 2017

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

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

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

2007

Estimation of predictive accuracy in survival analysis using R and S-PLUS.

Lara Lusa, Rosalba Miceli, Luigi Mariani

Comput. Methods Programs Biomed., 2007