Vanya Van Belle

Publication Activity (10 Years)

Years Active: 2008-2018
Publications (10 Years): 3

Top Topics

Machine Learning

Interaction Effects

Top Venues

Artif. Intell. Medicine

Publications

Lieven Billiet, Sabine Van Huffel, Vanya Van Belle
Interval Coded Scoring: a toolbox for interpretable scoring systems. PeerJ Comput. Sci. 4 (2018)
Lieven Billiet, Sabine Van Huffel, Vanya Van Belle
Interval Coded Scoring extensions for larger problems. ISCC (2017)
Lieven Billiet, Sabine Van Huffel, Vanya Van Belle
Interval Coded Scoring Index with Interaction Effects - A Sensitivity Study. ICPRAM (2016)
Vanya Van Belle, Paulo Lisboa
White box radial basis function classifiers with component selection for clinical prediction models. Artif. Intell. Medicine 60 (1) (2014)
Vanya Van Belle, Patrick Neven, Vernon Harvey, Sabine Van Huffel, Johan A. K. Suykens, Stephen P. Boyd
Risk group detection and survival function estimation for interval coded survival methods. Neurocomputing 112 (2013)
Vanya Van Belle, Paulo Lisboa
Research directions in interpretable machine learning models. ESANN (2013)
Vanya Van Belle, Paulo Lisboa
Automated selection of interaction effects in sparse kernel methods to predict pregnancy viability. CIDM (2013)
Vanya Van Belle, Sabine Van Huffel, Johan A. K. Suykens, Stephen P. Boyd
Interval coded scoring systems for survival analysis. ESANN (2012)
Vanya Van Belle, Kristiaan Pelckmans, Sabine Van Huffel, Johan A. K. Suykens
Improved performance on high-dimensional survival data by application of Survival-SVM. Bioinform. 27 (1) (2011)
Vanya Van Belle, Kristiaan Pelckmans, Sabine Van Huffel, Johan A. K. Suykens
Support vector methods for survival analysis: a comparison between ranking and regression approaches. Artif. Intell. Medicine 53 (2) (2011)
Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel
Learning Transformation Models for Ranking and Survival Analysis. J. Mach. Learn. Res. 12 (2011)
Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel
On the use of a clinical kernel in survival analysis. ESANN (2010)
Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel
MINLIP: Efficient Learning of Transformation Models. ICANN (1) (2009)
Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel
Feature Selection in Survival Least Squares Support Vector Machines with Maximal Variation Constraints. IWANN (1) (2009)
Ben Van Calster, Vanya Van Belle, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel
Multi-class AUC metrics and weighted alternatives. IJCNN (2008)
Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel
Survival SVM: a practical scalable algorithm. ESANN (2008)