Open AccessNonlinear models for recognition of concentration of mixture
Author(s) -
Feliksas Ivanauskas,
Robertas Paulauskas,
Pranas Vaitkus
Publication year - 2021
Publication title -
lietuvos matematikos rinkinys
Language(s) - English
Resource type - Journals
eISSN - 2335-898X
pISSN - 0132-2818
DOI - 10.15388/lmr.2007.24241
Subject(s) - support vector machine , artificial neural network , nonlinear system , artificial intelligence , pattern recognition (psychology) , nonlinear regression , machine learning , biological system , biosensor , computer science , regression analysis , materials science , nanotechnology , biology , physics , quantum mechanics
In this paper extreme learning machine and support vector regression are used for biosensors response to mixtures of compounds classification. The results are compared with the results obtained using artificial neural networks and others.