Lara Lusa

Summary

Affiliation: University of Ljubljana
Country: Slovenia

Publications

  1. ncbi SMOTE for high-dimensional class-imbalanced data
    Rok Blagus
    Institute for Biostatistics and Medical Informatics, University of Ljubljana, Vrazov trg 2, Ljubljana, Slovenia
    BMC Bioinformatics 14:106. 2013
  2. ncbi Class prediction for high-dimensional class-imbalanced data
    Rok Blagus
    Institute for Biostatistics and Medical Informatics, University of Ljubljana, Vrazov trg 2, Ljubljana, Slovenia
    BMC Bioinformatics 11:523. 2010
  3. ncbi A class comparison method with filtering-enhanced variable selection for high-dimensional data sets
    Lara Lusa
    Department of Medical Informatics, University of Ljubljana, Slovenia
    Stat Med 27:5834-49. 2008

Collaborators

  • Rok Blagus

Detail Information

Publications3

  1. ncbi SMOTE for high-dimensional class-imbalanced data
    Rok Blagus
    Institute for Biostatistics and Medical Informatics, University of Ljubljana, Vrazov trg 2, Ljubljana, Slovenia
    BMC Bioinformatics 14:106. 2013
    ..In this paper we investigate the properties of SMOTE from a theoretical and empirical point of view, using simulated and real high-dimensional data...
  2. ncbi Class prediction for high-dimensional class-imbalanced data
    Rok Blagus
    Institute for Biostatistics and Medical Informatics, University of Ljubljana, Vrazov trg 2, Ljubljana, Slovenia
    BMC Bioinformatics 11:523. 2010
    ..We also investigate the effectiveness of some strategies that are available to overcome the effect of class imbalance...
  3. ncbi A class comparison method with filtering-enhanced variable selection for high-dimensional data sets
    Lara Lusa
    Department of Medical Informatics, University of Ljubljana, Slovenia
    Stat Med 27:5834-49. 2008
    ....