Vanya Van Belle

发表

Interval Coded Scoring Index with Interaction Effects - A Sensitivity Study

Sabine Van Huffel, Vanya Van Belle, Lieven Billiet, 2016, ICPRAM.

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

Sabine Van Huffel, Vanya Van Belle, Johan A. K. Suykens, 2011, Artif. Intell. Medicine.

Interval Coded Scoring extensions for larger problems

Sabine Van Huffel, Vanya Van Belle, Lieven Billiet, 2017, 2017 IEEE Symposium on Computers and Communications (ISCC).

Multi-class AUC metrics and weighted alternatives

Sabine Van Huffel, Vanya Van Belle, Dirk Timmerman, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

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

Sabine Van Huffel, Vanya Van Belle, Johan A. K. Suykens, 2009, IWANN.

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

Paulo J. G. Lisboa, Vanya Van Belle, 2013, 2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM).

Learning Transformation Models for Ranking and Survival Analysis

Sabine Van Huffel, Vanya Van Belle, Johan A. K. Suykens, 2011, J. Mach. Learn. Res..

Research directions in interpretable machine learning models

Paulo J. G. Lisboa, Vanya Van Belle, P. Lisboa, 2013, ESANN.

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

Paulo J. G. Lisboa, Vanya Van Belle, P. Lisboa, 2014, Artif. Intell. Medicine.

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

Sabine Van Huffel, Vanya Van Belle, Johan A. K. Suykens, 2011, Bioinform..

Support vector machines for survival analysis

Sabine Van Huffel, Vanya Van Belle, Johan A. K. Suykens, 2007 .

On the use of a clinical kernel in survival analysis

Sabine Van Huffel, Vanya Van Belle, Johan A. K. Suykens, 2010, ESANN.

MINLIP: Efficient Learning of Transformation Models

Sabine Van Huffel, Vanya Van Belle, Johan A. K. Suykens, 2009, ICANN.

Interval coded scoring systems for survival analysis

Sabine Van Huffel, Vanya Van Belle, Johan A. K. Suykens, 2012, ESANN.

Interval Coded Scoring: a toolbox for interpretable scoring systems

Sabine Van Huffel, Vanya Van Belle, Lieven Billiet, 2018, PeerJ Comput. Sci..

Survival SVM: a practical scalable algorithm

Sabine Van Huffel, Vanya Van Belle, Johan A. K. Suykens, 2008, ESANN.

Learning Transformation Models for Failure Time Data

Sabine Van Huffel, Vanya Van Belle, Johan A. K. Suykens, 2008 .

International workshop on advances in regularization, optimization, kernel methods and support vector machines : theory and applications (ROKS 2013)

Vanya Van Belle, Johan A. K. Suykens, Joos Vandewalle, 2013 .

Non-Linear Survival Models and Their Applications Within Breast Cancer Prognosis (Niet-lineaire overlevingsmodellen en hun toepassingen in borstkankerprognose)

Vanya Van Belle, V. Belle, 2010 .

Visualizing Risk Prediction Models

Vanya Van Belle, Ben Van Calster, V. Belle, 2015 .