Kristiaan Pelckmans

Support vector methods for survival analysis: a comparison between ranking and regression approaches

Vanya Van Belle, Kristiaan Pelckmans, Sabine Van Huffel et al. · Artificial Intelligence in Medicine · 2011 · 207 citations

Regression Approaches, Support Vector Machine, Predictive Analytics +8

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

LS-SVMlab Toolbox User's Guide version 1.7

Kris De Brabanter, Peter Karsmakers, Fabian Ojeda et al. · KTH Publication Database DiVA (KTH Royal Institute of Technology) · 2010 · 176 citations · Full text

Ls-svmlab Toolbox User, Software Repository, Software Versioning +1

Handling missing values in support vector machine classifiers

Kristiaan Pelckmans, Jos De Brabanter, Johan A. K. Suykens et al. · Neural Networks · 2005 · 166 citations

Data Classification, Support Vector Machine, Classification Method +6

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