Sparse learning of the disease severity score for high-dimensional data

DOI10.1155/2017/7120691zbMath1380.68340OpenAlexW2775895855MaRDI QIDQ1693802

Ivan Stojkovic, Zoran Obradovic

Publication date: 31 January 2018

Published in: Complexity (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2017/7120691

zbMATH Keywords

robustnessmachine learning algorithmsscoring functionslarge dimensionality of measured variables

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Medical applications (general) (92C50) Large-scale systems (93A15)

Uses Software

• PANTHER

Cites Work

• Unnamed Item
• Statistics for high-dimensional data. Methods, theory and applications.
• Elastic-net regularization in learning theory
• Statistical challenges of high-dimensional data
• Regression Shrinkage and Selection via The Lasso: A Retrospective
• Regularization and Variable Selection Via the Elastic Net