Vanya Van Belle

According to our database, Vanya Van Belle authored at least 16 papers between 2008 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Interval Coded Scoring: a toolbox for interpretable scoring systems.

Lieven Billiet, Sabine Van Huffel, Vanya Van Belle

PeerJ Comput. Sci., 2018

2017

Interval Coded Scoring extensions for larger problems.

Lieven Billiet, Sabine Van Huffel, Vanya Van Belle

Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

2016

Interval Coded Scoring Index with Interaction Effects - A Sensitivity Study.

Lieven Billiet, Sabine Van Huffel, Vanya Van Belle

Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

2014

White box radial basis function classifiers with component selection for clinical prediction models.

Vanya Van Belle, Paulo Lisboa

Artif. Intell. Medicine, 2014

2013

Risk group detection and survival function estimation for interval coded survival methods.

Vanya Van Belle, Patrick Neven, Vernon Harvey, Sabine Van Huffel, Johan A. K. Suykens, Stephen P. Boyd

Neurocomputing, 2013

Research directions in interpretable machine learning models.

Vanya Van Belle, Paulo Lisboa

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

Automated selection of interaction effects in sparse kernel methods to predict pregnancy viability.

Vanya Van Belle, Paulo Lisboa

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013

2012

Interval coded scoring systems for survival analysis.

Vanya Van Belle, Sabine Van Huffel, Johan A. K. Suykens, Stephen P. Boyd

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

Learning Transformation Models for Ranking and Survival Analysis.

Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel

J. Mach. Learn. Res., 2011

Improved performance on high-dimensional survival data by application of Survival-SVM.

Vanya Van Belle, Kristiaan Pelckmans, Sabine Van Huffel, Johan A. K. Suykens

Bioinform., 2011

Support vector methods for survival analysis: a comparison between ranking and regression approaches.

Vanya Van Belle, Kristiaan Pelckmans, Sabine Van Huffel, Johan A. K. Suykens

Artif. Intell. Medicine, 2011

2010

On the use of a clinical kernel in survival analysis.

Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2009

Feature Selection in Survival Least Squares Support Vector Machines with Maximal Variation Constraints.

Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel

Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

MINLIP: Efficient Learning of Transformation Models.

Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel

Proceedings of the Artificial Neural Networks, 2009

2008

Multi-class AUC metrics and weighted alternatives.

Ben Van Calster, Vanya Van Belle, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel

Proceedings of the International Joint Conference on Neural Networks, 2008

Survival SVM: a practical scalable algorithm.

Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008