Vanya Van Belle

16 papers B 5C 3Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2018 J jnl
Interval Coded Scoring: a toolbox for interpretable scoring systems.
PeerJ Comput. Sci.
Lieven Billiet, Sabine Van Huffel, Vanya Van Belle
2017 C conf
Interval Coded Scoring extensions for larger problems.
ISCC
Lieven Billiet, Sabine Van Huffel, Vanya Van Belle
2016 C conf
Interval Coded Scoring Index with Interaction Effects - A Sensitivity Study.
ICPRAM
Lieven Billiet, Sabine Van Huffel, Vanya Van Belle
2014 J jnl
White box radial basis function classifiers with component selection for clinical prediction models.
Artif. Intell. Medicine
Vanya Van Belle, Paulo Lisboa
2013 C conf
Automated selection of interaction effects in sparse kernel methods to predict pregnancy viability.
CIDM
Vanya Van Belle, Paulo Lisboa
2013 B conf
Research directions in interpretable machine learning models.
ESANN
Vanya Van Belle, Paulo Lisboa
2013 J jnl
Risk group detection and survival function estimation for interval coded survival methods.
Neurocomputing
Vanya Van Belle, Patrick Neven, Vernon Harvey, Sabine Van Huffel, Johan A. K. Suykens, Stephen P. Boyd
2012 B conf
Interval coded scoring systems for survival analysis.
ESANN
Vanya Van Belle, Sabine Van Huffel, Johan A. K. Suykens, Stephen P. Boyd
2011 J jnl
Improved performance on high-dimensional survival data by application of Survival-SVM.
Bioinform.
Vanya Van Belle, Kristiaan Pelckmans, Sabine Van Huffel, Johan A. K. Suykens
2011 J jnl
Learning Transformation Models for Ranking and Survival Analysis.
J. Mach. Learn. Res.
Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel
2011 J jnl
Support vector methods for survival analysis: a comparison between ranking and regression approaches.
Artif. Intell. Medicine
Vanya Van Belle, Kristiaan Pelckmans, Sabine Van Huffel, Johan A. K. Suykens
2010 B conf
On the use of a clinical kernel in survival analysis.
ESANN
Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel
2009 — conf
Feature Selection in Survival Least Squares Support Vector Machines with Maximal Variation Constraints.
IWANN (1)
Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel
2009 — conf
MINLIP: Efficient Learning of Transformation Models.
ICANN (1)
Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel
2008 B conf
Multi-class AUC metrics and weighted alternatives.
IJCNN
Ben Van Calster, Vanya Van Belle, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel
2008 B conf
Survival SVM: a practical scalable algorithm.
ESANN
Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel