Ivan Goethals

Identification of MIMO Hammerstein models using least squares support vector machines

Ivan Goethals, Kristiaan Pelckmans, Johan A. K. Suykens et al. · Automatica · 2005 · 189 citations

Nonlinear System Identification, Support Vector Machine, Statistical Signal Processing +9

Subspace identification of Hammerstein systems using least squares support vector machines

Ivan Goethals, Kristiaan Pelckmans, Johan A. K. Suykens et al. · IEEE Transactions on Automatic Control · 2005 · 158 citations

Engineering, Machine Learning, Regression Problem +17

Optimal placement and sizing of distributed generator units using genetic optimization algorithms

E. Haesens, M. Espinoza, Bert Pluymers et al. · Electrical Power Quality and Utilisation Journal · 2005 · 99 citations

Electrical Engineering, Engineering, Genetic Optimization Algorithms +13

Efficiently updating and tracking the dominant kernel principal components

L. Hoegaerts, Lieven De Lathauwer, Ivan Goethals et al. · Neural Networks · 2007 · 57 citations

Machine Vision, Machine Learning, Data Science +8

Identification of positive real models in subspace identification by using regularization

Ivan Goethals, Tony Van Gestel, Johan A. K. Suykens et al. · IEEE Transactions on Automatic Control · 2003 · 41 citations

Mathematical Programming, Engineering, Regularization Term +19