Subspace identification of Hammerstein systems using least squares support vector machines von Goethals, I., Pelckmans, K., Suykens, J.A.K., Bart De Moor

Volltext

Improved performance on high-dimensional survival data by application of Survival-SVM von Van Belle, V., Pelckmans, K., Van Huffel, S., Suykens, J. A. K.

Volltext

Additive survival least-squares support vector machines von Van Belle, V., Pelckmans, K., Suykens, J. A. K., Van Huffel, S.

Volltext

Additive regularization trade-off : Fusion of training and validation levels in kernel methods von PELCKMANS, K, SUYKENS, J. A. K, DE MOOR, B

Volltext

Handling missing values in support vector machine classifiers von Pelckmans, K., De Brabanter, J., Suykens, J.A.K., De Moor, B.

Volltext

Building sparse representations and structure determination on LS-SVM substrates von Pelckmans, K., Suykens, J.A.K., De Moor, B.

Volltext

Least Conservative Support and Tolerance Tubes von Pelckmans, K., De Brabanter, J., Suykens, J.A.K., De Moor, B.

Volltext

A Convex Approach to Validation-Based Learning of the Regularization Constant von Pelckmans, K., Suykens, J.A.K., De Moor, B.

Volltext

Asymmetric ν-tube support vector regression von Huang, Xiaolin, Shi, Lei, Pelckmans, Kristiaan, Suykens, Johan A.K.

Volltext

Identification of MIMO Hammerstein models using least squares support vector machines von Goethals, Ivan, Pelckmans, Kristiaan, Suykens, Johan A.K., De Moor, Bart

Volltext

Primal-dual monotone kernel regression von PELCKMANS, K, ESPINOZA, M, DE BRABANTER, J, SUYKENS, J. A. K, DE MOOR, B

Volltext

Componentwise support vector machines for structure detection von PELCKMANS, K, SUYKENS, J. A. K, DE MOOR, B

Volltext

Linear Systems, Sparse Solutions, and Sudoku von Babu, P., Pelckmans, K., Stoica, P., Jian Li

Volltext

Launching the VASCO Citizen Science Project von Villarroel, Beatriz, Pelckmans, Kristiaan, Solano, Enrique, Laaksoharju, Mikael, Souza, Abel, Dom, Onyeuwaoma Nnaemeka, Laggoune, Khaoula, Mimouni, Jamal, Guergouri, Hichem, Mattsson, Lars, García, Aurora Lago, Soodla, Johan, Castillo, Diego, Shultz, Matthew E., Aworka, Rubby, Comerón, Sébastien, Geier, Stefan, Marcy, Geoffrey W., Gupta, Alok C., Bergstedt, Josefine, Bär, Rudolf E., Buelens, Bart, Enriquez, Emilio, Mellon, Christopher K., Prieto, Almudena, Wamalwa, Dismas Simiyu, de Souza, Rafael S., Ward, Martin J.

Volltext

Towards an Online, Non-stochastic Approach to Fault Detection von Pelckmans, K.

Volltext

The differogram: Non-parametric noise variance estimation and its use for model selection von Pelckmans, Kristiaan, De Brabanter, Jos, Suykens, Johan A.K., De Moor, Bart

Volltext

On the Competitive Performance of Second-order Algorithms von Pelckmans, K.

Volltext

Primal-Dual Instrumental Variable Estimators von Pelckmans, K.

Volltext

Morozov, Ivanov and Tikhonov Regularization Based LS-SVMs von Pelckmans, Kristiaan, Suykens, Johan A. K., De Moor, Bart

Volltext

On the identification of monotone Wiener systems von Pelckmans, K

Volltext