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ORCIDVanya Van Belle
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Journal Articles
- 2018
[j6]Lieven Billiet, Sabine Van Huffel, Vanya Van Belle:
Interval Coded Scoring: a toolbox for interpretable scoring systems. PeerJ Comput. Sci. 4: e150 (2018)- 2014
- [j5]Vanya Van Belle, Paulo Lisboa:
White box radial basis function classifiers with component selection for clinical prediction models. Artif. Intell. Medicine 60(1): 53-64 (2014) - 2013
- [j4]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: 200-210 (2013) - 2011
- [j3]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): 107-118 (2011) - [j2]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): 87-94 (2011) - [j1]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: 819-862 (2011)
Conference and Workshop Papers
- 2017
- [c10]Lieven Billiet, Sabine Van Huffel, Vanya Van Belle:
Interval Coded Scoring extensions for larger problems. ISCC 2017: 198-203 - 2016
- [c9]Lieven Billiet, Sabine Van Huffel, Vanya Van Belle:
Interval Coded Scoring Index with Interaction Effects - A Sensitivity Study. ICPRAM 2016: 33-40 - 2013
- [c8]Vanya Van Belle, Paulo Lisboa:
Automated selection of interaction effects in sparse kernel methods to predict pregnancy viability. CIDM 2013: 26-31 - [c7]Vanya Van Belle, Paulo Lisboa:
Research directions in interpretable machine learning models. ESANN 2013 - 2012
- [c6]Vanya Van Belle, Sabine Van Huffel, Johan A. K. Suykens, Stephen P. Boyd:
Interval coded scoring systems for survival analysis. ESANN 2012 - 2010
- [c5]Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel:
On the use of a clinical kernel in survival analysis. ESANN 2010 - 2009
- [c4]Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel:
MINLIP: Efficient Learning of Transformation Models. ICANN (1) 2009: 60-69 - [c3]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: 65-72 - 2008
- [c2]Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel:
Survival SVM: a practical scalable algorithm. ESANN 2008: 89-94 - [c1]Ben Van Calster, Vanya Van Belle, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel:
Multi-class AUC metrics and weighted alternatives. IJCNN 2008: 1390-1396
Coauthor Index
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