Frank De Smet

Publication Activity (10 Years)

Years Active: 2002-2015
Publications (10 Years): 0

Top Topics

Ensemble Learning

Top Venues

J. Mach. Learn. Res.

Publications

Marc Claesen, Frank De Smet, Pieter Gillard, Chantal Mathieu, Bart De Moor
Building Classifiers to Predict the Start of Glucose-Lowering Pharmacotherapy Using Belgian Health Expenditure Data. CoRR (2015)
Marc Claesen, Frank De Smet, Johan A. K. Suykens, Bart De Moor
A robust ensemble approach to learn from positive and unlabeled data using SVM base models. Neurocomputing 160 (2015)
Marc Claesen, Jesse Davis, Frank De Smet, Bart De Moor
Assessing binary classifiers using only positive and unlabeled data. CoRR (2015)
Marc Claesen, Frank De Smet, Johan A. K. Suykens, Bart De Moor
A Robust Ensemble Approach to Learn From Positive and Unlabeled Data Using SVM Base Models. CoRR (2014)
Marc Claesen, Frank De Smet, Johan A. K. Suykens, Bart De Moor
EnsembleSVM: a library for ensemble learning using support vector machines. J. Mach. Learn. Res. 15 (1) (2014)
Marc Claesen, Frank De Smet, Johan A. K. Suykens, Bart De Moor
Fast Prediction with SVM Models Containing RBF Kernels. CoRR (2014)
Marc Claesen, Frank De Smet, Johan A. K. Suykens, Bart De Moor
EnsembleSVM: A Library for Ensemble Learning Using Support Vector Machines. CoRR (2014)
Olivier Gevaert, Frank De Smet, Dirk Timmerman, Yves Moreau, Bart De Moor
Predicting the prognosis of breast cancer by integrating clinical and microarray data with Bayesian networks. ISMB (Supplement of Bioinformatics) (2006)
Nathalie Pochet, Frizo A. L. Janssens, Frank De Smet, Kathleen Marchal, Ignace Vergote, Johan A. K. Suykens, Bart De Moor
M@CBETH: Optimizing Clinical Microarray Classification. CSB Workshops (2005)
Nathalie Pochet, Frizo A. L. Janssens, Frank De Smet, Kathleen Marchal, Johan A. K. Suykens, Bart De Moor
M@CBETH: a microarray classification benchmarking tool. Bioinform. 21 (14) (2005)
Nathalie Pochet, Frank De Smet, Johan A. K. Suykens, Bart De Moor
Systematic benchmarking of microarray data classification: assessing the role of non-linearity and dimensionality reduction. Bioinform. 20 (17) (2004)
Bert Coessens, Gert Thijs, Stein Aerts, Kathleen Marchal, Frank De Smet, Kristof Engelen, Patrick Glenisson, Yves Moreau, Janick Mathys, Bart De Moor
INCLUSive: a web portal and service registry for microarray and regulatory sequence analysis. Nucleic Acids Res. 31 (13) (2003)
Gert Thijs, Yves Moreau, Frank De Smet, Janick Mathys, Magali Lescot, Stephane Rombauts, Pierre Rouzé, Bart De Moor, Kathleen Marchal
INCLUSive: INtegrated Clustering, Upstream sequence retrieval and motif Sampling. Bioinform. 18 (2) (2002)
Frank De Smet, Janick Mathys, Kathleen Marchal, Gert Thijs, Bart De Moor, Yves Moreau
Adaptive quality-based clustering of gene expression profiles. Bioinform. 18 (5) (2002)
Yves Moreau, Frank De Smet, Gert Thijs, Kathleen Marchal, Bart De Moor
Functional bioinformatics of microarray data: from expression to regulation. Proc. IEEE 90 (11) (2002)