Concepedia

GA-PARSIMONY: A GA-SVR approach with feature selection and parameter optimization to obtain parsimonious solutions for predicting temperature settings in a continuous annealing furnace

Andrés Sanz-García, J. Fernández-Ceniceros, F. Antoñanzas-Torres, Alpha Pernía‐Espinoza, Francisco Javier Martínez-de-Pisón

Applied Soft Computing · 2015 · 51 citations · 37 references

Open access

Concepts

ComputingComputational EngineeringFeature EngineeringMachine LearningOptimizationEvolutionary ComputationFeature SelectionGenetic AlgorithmsOptimization ModelingOptimization TheoryVariable SelectionEvolutionary Feature SelectionGenetic Algorithm Variable SelectionProcess Parameter OptimizationThermal OptimizationThermal Process OptimizationThermal System Optimization

References

37

R: A Language and Environment for Statistical Computing

R Core Team · 2000 · 353K citations · Full text

Natural Sciences, Computer Science, Statistical Computing +10

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 27K citations

Computing, Computer Science, Machine Learning +12

UCI Machine Learning Repository

Arthur Asuncion · Medical Entomology and Zoology · 2007 · 24.4K citations

Computing, Computer Science, Artificial Intelligence +10

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

Computing, Computer Science, Data Mining +11

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Zigang Lu · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 12.8K citations

Computing, Computer Science, Data Science +12