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Kristiaan Pelckmans

University College London

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Publication

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Archive | 2010

LS-SVMlab Toolbox User's Guide : version 1.7

Kris De Brabanter; Peter Karsmakers; Fabian Ojeda; Carlos Alzate; Jos De Brabanter; Kristiaan Pelckmans; Bart De Moor; Joos Vandewalle; Johan Suykens

Workshop on Statistics and optimization of clustering Workshop (PASCAL) | 2005

Convex Clustering Shrinkage

Kristiaan Pelckmans; Joseph De Brabanter; Bart De Moor; Johan Suykens

international conference on artificial intelligence and statistics | 2007

Margin based transductive graph cuts using linear programming

Kristiaan Pelckmans; John Shawe-Taylor; Johan Suykens; Bart De Moor

Archive | 2003

Additive regularization: fusion of training and validation levels in kernel methods

Kristiaan Pelckmans; Johan Suykens; Bart De Moor

Archive | 2009

Data-Dependent Norm Adaptation for Sparse Recovery in Kernel Ensembles Learning

Marco Signoretto; Kristiaan Pelckmans; Lieven De Lathauwer; Johan Suykens

Archive | 2009

Large-Scale Kernel Logistic Regression for Segment-Based Phoneme Recognition

Peter Karsmakers; Kristiaan Pelckmans; Hugo Van hamme; Johan Suykens

Abstract Book: The 57th Conference on Mass Spectrometry and Allied Topics (ASMS 2009) | 2009

Spatial Querying of Mass Spectral Imaging Data Allows for Differential Analysis of Neurodegenerative Alterations in Tissue

Raf Van de Plas; Kristiaan Pelckmans; Thomas Philips; Justin Vijay Louis; Bart De Moor; Etienne Waelkens

Proc. of the European Conference on the Use of Modern Information and Communication Technologies (ECUMICT) | 2008

Least Squares Support Vector Machines for Modeling Electronic Devices

Peter Karsmakers; Paul Leroux; Joseph De Brabanter; Kristiaan Pelckmans; Johan Suykens

Archive | 2008

Learning Lipschitz-smooth Utility Functions for Transformation Models in Ranking Problems

Kristiaan Pelckmans; Vanya Van Belle; Sabine Van Huffel; Johan Suykens

Archive | 2008

Functional ANOVA Models: Convex-concave approach and concurvity analysis

Marco Signoretto; Kristiaan Pelckmans; Johan Suykens

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Johan Suykens

University College London

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Bart De Moor

University College London

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Joseph De Brabanter

Katholieke Universiteit Leuven

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Bart De Moor

University College London

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Peter Karsmakers

Katholieke Universiteit Leuven

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Raf Van de Plas

Katholieke Universiteit Leuven

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Etienne Waelkens

Katholieke Universiteit Leuven

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Marco Signoretto

Katholieke Universiteit Leuven

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Vanya Van Belle

Katholieke Universiteit Leuven

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Sabine Van Huffel

The Catholic University of America

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