Lara Lusa

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 2

Top Topics

Imbalanced Data

Nearest Neighbor

Low Dimensional

Class Imbalance

Top Venues

Comput. Stat. Data Anal.

PLoS Comput. Biol.

Publications

Mark Baillie, Saskia le Cessie, Carsten Oliver Schmidt, Lara Lusa, Marianne Huebner
Ten simple rules for initial data analysis. PLoS Comput. Biol. 18 (2) (2022)
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, 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)
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)
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)
Lara Lusa, Rosalba Miceli, Luigi Mariani
Estimation of predictive accuracy in survival analysis using R and S-PLUS. Comput. Methods Programs Biomed. 87 (2) (2007)