MACHINE MODELING AND SIMULATIONS, Machine Modeling and Simulations 2018

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Application of selected computational intelligence methods to sound level modeling based on traffic intensity in thoroughfare
Michał Kekez

Last modified: 16. 12. 2018

Abstract


The aim of the paper was to build the models of sound pressure level as a function of traffic intensity in thoroughfare. The models were built by using artificial analytical models or regression trees. The former included Nordic Prediction Method. The latter were represented by Random Forest and Cubist. The analysis of accuracy of all obtained models was conducted. The best models can be used in the process of reconstruction of equivalent sound level data.