Kernel methods for nonlinear subspace identification

Peter van Overschee, Bart L. R. de Moor, Subspace Identification for Linear Systems: Theory - Implementation - Applications ,(2011)

Ivan Goethals, Kristiaan Pelckmans, Johan A.K. Suykens, Bart De Moor, Identification of MIMO Hammerstein models using least squares support vector machines Automatica. ,vol. 41, pp. 1263- 1272 ,(2005) , 10.1016/J.AUTOMATICA.2005.02.002

Ivan Goethals, Kristiaan Pelckmans, Tillmann Falck, Johan A. K. Suykens, Bart De Moor, Subspace identification of Hammerstein systems using least squares support vector machines IEEE Transactions on Automatic Control. ,vol. 50, pp. 1509- 1519 ,(2005) , 10.1007/978-1-84996-513-2_15

I. Goethals, K. Pelckmans, L. Hoegaerts, J. Suykens, B. De Moor, Subspace intersection identification of Hammerstein-Wiener systems conference on decision and control. pp. 7108- 7113 ,(2005) , 10.1109/CDC.2005.1583307

Jeroen Boets, Bart De Moor, Johan Suykens, Ivan Goethals, Verdult, Least Squares Support Vector Machines for Kernel CCA in Nonlinear State-Space Identification Proc. of the 16th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2004). ,(2004)