Prediction of mechanical properties of wood fiber insulation boards as a function of machine and process parameters by random forest

Author:

Schubert M.,Luković M.,Christen H.

Publisher

Springer Science and Business Media LLC

Subject

Industrial and Manufacturing Engineering,Plant Science,General Materials Science,Forestry

Reference37 articles.

1. André N, Cho H-W, Baek SH, Jeong M-K, Young TM (2008) Prediction of internal bond strength in a medium density fiberboard process using multivariate statistical methods and variable selection. Wood Sci Technol 42:521–534

2. Barnes D (2001) A model of the effect of strand length and strand thickness on the strength properties of oriented wood composites. Forest Prod J. 51:36–45

3. Bishop CM (2006) Pattern Recognition and Machine Learning (Information Science and Statistics). Springer, Berlin

4. Breiman L (2001) Random Forests. Mach Learn 45:5–32

5. Burden F, Winkler D (2009) Bayesian regularization of neural networks. In: Livingstone DJ (ed) Artificial neural networks: methods and applications. Humana Press, Totowa, NJ, pp 23–42

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