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Vlad Popovici

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Related publications (11)

Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.

Rgtsp: a generalized top scoring pairs package for class prediction

Vlad Popovici, Mauro Delorenzi

A top scoring pair (TSP) classifier consists of a pair of variables whose relative ordering can be used for accurately predicting the class label of a sample. This classification rule has the advantage of being easily interpretable and more robust against ...

Oxford University Press2011

The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models

Vlad Popovici, Jun Luo, Darlene Goldstein, Mauro Delorenzi, Lu Meng, Li Li, Li Zhang, Wen Luo, Li Guo, Jonathan Koh Boon Han, Wei Wang, Rui Jiang, Jie Liu, Ying Liu, Chenxu Zhao, Rong Chen

Gene expression data from microarrays are being applied to predict preclinical and clinical endpoints, but the reliability of these predictions has not been established. In the MAQC-II project, 36 independent teams analyzed six microarray data sets to gene ...

Nature Publishing Group2010

Effect of training-sample size and classification difficulty on the accuracy of genomic predictors

Vlad Popovici, Mauro Delorenzi

Introduction: As part of the MicroArray Quality Control (MAQC)-II project, this analysis examines how the choice of univariate feature-selection methods and classification algorithms may influence the performance of genomic predictors under varying degrees ...

2010