Kristiaan Pelckmans - Concepedia

Author

Kristiaan Pelckmans

KU Leuven ORCID

Also Known As

K. Pelckmans, Kristiaan Pelckmans, Pelckmans, Kristiaan

158

Publications

2.6K

Citations

H-Index

Concepts

All Affiliations

KU Leuven Uppsala University Stockholm University

About

Kristiaan Pelckmans is an author at KU Leuven specializing in engineering, machine learning, and pattern recognition.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	19	30	1.2K
2	Natural Sciences	4	4	57
3	Public Health	4	4	261
4	Medicine	3	3	232
5	Management	1	1	16

Kristiaan Pelckmans

Publications

2.1K

Citations

H-Index

Page 1

	Year	Citations
Support vector methods for survival analysis: a comparison between ranking and regression approaches Vanya Van Belle, Kristiaan Pelckmans, Sabine Van Huffel, Artificial Intelligence in Medicine Regression ApproachesSupport Vector MachinePredictive AnalyticsPrognosisClinical Decision Support	2011	207
Identification of MIMO Hammerstein models using least squares support vector machines Ivan Goethals, Kristiaan Pelckmans, Johan A. K. Suykens, Automatica Nonlinear System IdentificationSupport Vector MachineStatistical Signal ProcessingEngineeringKernel Method	2005	189
LS-SVMlab Toolbox User's Guide version 1.7 Kris De Brabanter, Peter Karsmakers, Fabian Ojeda, KTH Publication Database DiVA (KTH Royal Institute of Technology) Ls-svmlab Toolbox UserSoftware RepositorySoftware VersioningTooling Support	2010	176
Handling missing values in support vector machine classifiers Kristiaan Pelckmans, Jos De Brabanter, Johan A. K. Suykens, Neural Networks Data ClassificationSupport Vector MachineClassification MethodEngineeringMachine Learning	2005	166
Subspace identification of Hammerstein systems using least squares support vector machines Ivan Goethals, Kristiaan Pelckmans, Johan A. K. Suykens, IEEE Transactions on Automatic Control EngineeringMachine LearningRegression ProblemLinear SystemOblique Projection	2005	158
Improved performance on high-dimensional survival data by application of Survival-SVM V. Van Belle, Kristiaan Pelckmans, Sabine Van Huffel, Bioinformatics	2010	99
Convex Clustering Shrinkage Kristiaan Pelckmans, Joseph De Brabanter, Bart De Moor, Document ClusteringEngineeringData MiningPattern RecognitionConvex Optimization	2005	71
Support vector machines for survival analysis Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Computational intelligence Support Vector MachineClassification MethodLife PredictionPredictive AnalyticsKnowledge Discovery	2007	65
Least-Squares Support Vector Machines for the identification of Wiener–Hammerstein systems Tillmann Falck, Philippe Dreesen, Kris De Brabanter, Control Engineering Practice Support Vector MachineEngineeringMachine LearningData SciencePattern Recognition	2012	57
Multi-class kernel logistic regression: a fixed-size implementation Peter Karsmakers, Kristiaan Pelckmans, Johan A. K. Suykens IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks Mathematical ProgrammingAlternating Descent VersionEngineeringMachine LearningSupport Vector Machine	2007	53

Page 1