Novel Randomized Feature Selection Algorithms

DOI10.1142/S0129054115500185zbMath1320.68144OpenAlexW2228649217MaRDI QIDQ2947957

Subrata Saha, Rampi Ramprasad, Sanguthevar Rajasekaran

Publication date: 29 September 2015

Published in: International Journal of Foundations of Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s0129054115500185

zbMATH Keywords

machine learningfeature selection (FS)kernel ridge regression (KRR)data integrator (DI)gene selection algorithm (GSA)sequential forward search (SFS)

Mathematics Subject Classification ID

Sums of independent random variables; random walks (60G50) Learning and adaptive systems in artificial intelligence (68T05) Randomized algorithms (68W20)

Cites Work

• Optimization by Simulated Annealing
• On simulated annealing and nested annealing.
• A Branch and Bound Algorithm for Feature Subset Selection
• Multicategory Support Vector Machines
• Gene selection for cancer classification using support vector machines

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