Concepedia

Oleg Roderick

OR

Statistics

Publications

5

Citations

228

H-Index

5

Active since

2010

Affiliations

Argonne National Laboratory(Current)

Clemson University

Geisinger Health System

Oleg Roderick is an author at Argonne National Laboratory specializing in engineering, statistics, and sensitivity analysis.

Top concepts

StatisticsEngineeringSystems EngineeringSensitivity AnalysisUncertainty ModelingModeling And SimulationUncertainty QuantificationData MiningData ScienceBiostatistics

Publications per year

2010–2016

5

Publications

5

Polynomial Regression Approaches Using Derivative Information for Uncertainty Quantification

Oleg Roderick, Mihai Anitescu, Paul Fischer · Nuclear Science and Engineering · 2010 · 88 citations

Engineering, Uncertain Data, Nuclear Reactor Core +17

Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values

Talayeh Razzaghi, Oleg Roderick, Ilya Safro et al. · PLoS ONE · 2016 · 81 citations · Full text

Multilevel Svm-based Algorithms, Engineering, Machine Learning +23

ORTHOGONAL BASES FOR POLYNOMIAL REGRESSION WITH DERIVATIVE INFORMATION IN UNCERTAINTY QUANTIFICATION

Yiou Li, Mihai Anitescu, Oleg Roderick et al. · International Journal for Uncertainty Quantification · 2011 · 28 citations · Full text

Numerical Analysis, Engineering, Uncertain Data +17

Fast Imbalanced Classification of Healthcare Data with Missing Values

Talayeh Razzaghi, Oleg Roderick, Ilya Safro et al. · arXiv (Cornell University) · 2015 · 17 citations · Full text

Multilevel Svm-based Algorithms, Engineering, Machine Learning +17

Proper orthogonal decompositions in multifidelity uncertainty quantification of complex simulation models

Oleg Roderick, Mihai Anitescu, Yulia Peet · International Journal of Computer Mathematics · 2013 · 14 citations

Numerical Analysis, Reduced Order Modeling, Engineering +21

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