In recent Chemolab issue we can find an interesting article about Kernel PLS methods [1]. From cited references, I strongly recommend to read article of prof. Buydens team [2] as a first additional source.
References
- J.L. Godoy, D.A. Zumoffen, J.R. Vega, and J.L. Marchetti, "New contributions to nonlinear process monitoring through Kernel Partial Least Squares", Chemometrics and Intelligent Laboratory Systems, 2014. http://dx.doi.org/10.1016/j.chemolab.2014.04.001
- G. Postma, P. Krooshof, and L. Buydens, "Opening the kernel of kernel partial least squares and support vector machines", Analytica Chimica Acta, vol. 705, pp. 123-134, 2011. http://dx.doi.org/10.1016/j.aca.2011.04.025