Turuta, O.Deineko, A. O.Perova, I.Kutsenko, Y.Shalamov, M.2018-09-172018-09-172015Turuna O. Evolving Neural Network for Kernel Principal Component Analysis / O. Turuta, A. Deineko, I. Perova , Y. Kutsenko M. Shalamov // International Journal of Computer Science and Mobile Computing IJCSMC. -2015. -Vol.4. Issue 9. -P. 356-363.http://openarchive.nure.ua/handle/document/6902In the paper kernel evolving neural network and its learning algorithm are investigated. The proposed system solves the problem of finding the eigenvectors and the corresponding principal components in on-line mode in an environment where hidden in the experimental data interdependencies are nonlinear and can change throw time.enPrincipal component analysis (PCA)Dynamic Data MiningData Stream Miningradial-basis neural networks (RBFN)kernel evolving neural networkdynamic data mining (DDM)data streams mining (DSM)Article