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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.

, , , , и . Appl. Soft Comput., (2015)

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Bárbara Fernández Fernández

Fernando Fernández

Victoria Fernández

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Pablo Fernández

 

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Application of Genetic Algorithms to Optimize a Truncated Mean k-Nearest Neighbours Regressor for Hotel Reservation Forecasting., , , и . HAIS (1), том 7208 из Lecture Notes in Computer Science, стр. 79-90. Springer, (2012)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., , , , и . Appl. Soft Comput., (2015)Improving Hotel Room Demand Forecasting with a Hybrid GA-SVR Methodology Based on Skewed Data Transformation, Feature Selection and Parsimony Tuning., , , , и . HAIS, том 9121 из Lecture Notes in Computer Science, стр. 632-643. Springer, (2015)Hybrid Modelling of Multilayer Perceptron Ensembles for Predicting the Response of Bolted Lap Joints., , , и . Logic Journal of the IGPL, 23 (3): 451-462 (2015)The Application of Metamodels Based on Soft Computing to Reproduce the Behaviour of Bolted Lap Joints in Steel Structures., , , и . SOCO-CISIS-ICEUTE, том 239 из Advances in Intelligent Systems and Computing, стр. 151-160. Springer, (2013)Multilayer-Perceptron Network Ensemble Modeling with Genetic Algorithms for the Capacity of Bolted Lap Joint., , , и . HAIS (1), том 7208 из Lecture Notes in Computer Science, стр. 545-556. Springer, (2012)Parsimonious Support Vector Machines Modelling for Set Points in Industrial Processes Based on Genetic Algorithm Optimization., , , и . SOCO-CISIS-ICEUTE, том 239 из Advances in Intelligent Systems and Computing, стр. 1-10. Springer, (2013)Stacking ensemble with parsimonious base models to improve generalization capability in the characterization of steel bolted components., , , , и . Appl. Soft Comput., (2018)Hotel Reservation Forecasting Using Flexible Soft Computing Techniques: A Case of Study in a Spanish Hotel., , , , и . Int. J. Inf. Technol. Decis. Mak., 15 (5): 1211-1234 (2016)Soft Computing Metamodels for the Failure Prediction of T-stub Bolted Connections., , , , и . SOCO-CISIS-ICEUTE, том 299 из Advances in Intelligent Systems and Computing, стр. 41-51. Springer, (2014)