Version Space Support Vector Machines. - Evgueni N. Smirnov; Ida G. Sprinkhuizen-Kuyper; Georgi I. Nalbantov; Stijn Vanderlooy (ECAI, 2006)

Meta-Typicalness Approach to Reliable Classification. - Evgueni N. Smirnov; Stijn Vanderlooy; Ida G. Sprinkhuizen-Kuyper (ECAI, 2006)

Off-Line Learning with Transductive Confidence Machines: An Empirical Evaluation. - Stijn Vanderlooy; Laurens van der Maaten; Ida G. Sprinkhuizen-Kuyper (MLDM, 2007)

A Comparison of Two Approaches to Classify with Guaranteed Performance. - Stijn Vanderlooy; Ida G. Sprinkhuizen-Kuyper (PKDD, 2007)

On the Reliable Identification of Plant Sequences Containing a Polyadenylation Site. - Ilkka Havukkala; Stijn Vanderlooy (J. Comput. Biol., 2007)

Weighted Voting as Approximate MAP Prediction in Pairwise Classification. - Eyke Hüllermeier; Stijn Vanderlooy (LWA, 2008)

A critical analysis of variants of the AUC. - Stijn Vanderlooy; Eyke Hüllermeier (Mach. Learn., 2008)

Non-parametric Algorithmic Generation of Neuronal Morphologies. - Ben Torben-Nielsen; Stijn Vanderlooy; Eric O. Postma (Neuroinformatics, 2008)

Binary Decomposition Methods for Multipartite Ranking. - Johannes Fürnkranz; Eyke Hüllermeier; Stijn Vanderlooy (ECML/PKDD (1), 2009)

The ROC isometrics approach to construct reliable classifiers. - Stijn Vanderlooy; Ida G. Sprinkhuizen-Kuyper; Evgueni N. Smirnov; H. Jaap van den Herik (Intell. Data Anal., 2009)

Why Fuzzy Decision Trees are Good Rankers. - Eyke Hüllermeier; Stijn Vanderlooy (IEEE Trans. Fuzzy Syst., 2009)

Combining predictions in pairwise classification: An optimal adaptive voting strategy and its relation to weighted voting. - Eyke Hüllermeier; Stijn Vanderlooy (Pattern Recognit., 2010)