Kris De Brabanter

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

Approximate Confidence and Prediction Intervals for Least Squares Support Vector Regression

Kris De Brabanter, Jos De Brabanter, Johan A. K. Suykens et al. · IEEE Transactions on Neural Networks · 2010 · 129 citations

Support Vector Machine, Bootstrap Resampling, Engineering +15

Optimized fixed-size kernel models for large data sets

Kris De Brabanter, Jos De Brabanter, Johan A. K. Suykens et al. · Computational Statistics & Data Analysis · 2010 · 104 citations

Engineering, Machine Learning, Data Science +8

Least-Squares Support Vector Machines for the identification of Wiener–Hammerstein systems

Tillmann Falck, Philippe Dreesen, Kris De Brabanter et al. · Control Engineering Practice · 2012 · 57 citations · Full text

Support Vector Machine, Engineering, Machine Learning +5

Derivative estimation with local polynomial fitting

Kris De Brabanter, Jos De Brabanter, Bart De Moor et al. · Journal of Machine Learning Research · 2013 · 57 citations

Parameter Estimation, Engineering, Derivative Estimation +19