Michiel Debruyne - Concepedia

Author

Michiel Debruyne

KU Leuven

Also Known As

Debruyne, Michiel, M. Debruyne, Michiel Debruyne

Publications

992

Citations

H-Index

Concepts

All Affiliations

KU Leuven University of Antwerp Ghent University ZNA Middelheim Hospital

About

Michiel Debruyne is an author at KU Leuven specializing in engineering, statistics, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	10	10	426
2	Data Science	6	6	352
3	Business	3	3	51
4	Computer Science	3	3	83
5	Accounting	2	2	34

Michiel Debruyne

Publications

426

Citations

H-Index

Page 1

	Year	Citations
Robustness and Outlier Detection in Chemometrics Peter J. Rousseeuw, Michiel Debruyne, Sanne Engelen, Critical Reviews in Analytical Chemistry Robust ProceduresRobust FitEngineeringData ScienceRobust Statistic	2006	156
Model Selection in Kernel Based Regression using the Influence Function Michiel Debruyne, Mia Hubert, Johan A. K. Suykens EngineeringData ScienceRobust StatisticReproducing Kernel MethodFeature Selection	2008	63
Robust kernel principal component analysis and classification Michiel Debruyne, Tim Verdonck Advances in Data Analysis and Classification Image AnalysisMachine LearningData ScienceEngineeringPattern Recognition	2010	56
Detecting influential observations in Kernel PCA Michiel Debruyne, Mia Hubert, Johan Van Horebeek Computational Statistics & Data Analysis EngineeringData ScienceData MiningReproducing Kernel MethodKnowledge Discovery	2009	39
Robustness of reweighted Least Squares Kernel Based Regression Michiel Debruyne, Andreas Christmann, Mia Hubert, Journal of Multivariate Analysis EngineeringLeast Squares KernelData ScienceRobust StatisticReproducing Kernel Method	2009	26
The influence function of the Stahel–Donoho covariance estimator of smallest outlyingness Michiel Debruyne, Mia Hubert Statistics & Probability Letters Stahel–donoho Covariance EstimatorSmallest OutlyingnessParameter EstimationEngineeringEstimation Statistic	2008	23
The influence of individual claims on the chain-ladder estimates: Analysis and diagnostic tool Tim Verdonck, Michiel Debruyne Insurance Mathematics and Economics EngineeringChain-ladder EstimatesEstimation StatisticStatisticsRisk Management	2010	19
Outlyingness: Which variables contribute most? Michiel Debruyne, Sebastiaan Höppner, Sven Serneels, Statistics and Computing EconomicsEngineeringRobust StatisticOutlier DetectionBusiness	2018	17
A proposed framework for backtesting loss given default models Gert Loterman, Michiel Debruyne, Karlien Vanden Branden, The Journal of Risk Model Validation EngineeringRisk Model ValidationLgd ObservationsVerificationRobustness Testing	2014	15
Robustified least squares support vector classification Michiel Debruyne, Sven Serneels, Tim Verdonck Journal of Chemometrics Data ClassificationSupport Vector MachineClassification MethodImage AnalysisMachine Learning	2009	12

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