Initialization Dependence of Clustering Algorithms. - Wim De Mulder; Stefan Schliebs; René K. Boel; Martin Kuiper (ICONIP (2), 2008)

Clustering of gene expression profiles: creating initialization-independent clusterings by eliminating unstable genes. - Wim De Mulder; Martin Kuiper; René K. Boel (J. Integr. Bioinform., 2010)

Generalized hard cluster analysis. - Wim De Mulder (Int. J. Comput. Math., 2011)

Optimal clustering in the context of overlapping cluster analysis. - Wim De Mulder (Inf. Sci., 2013)

Instability and cluster stability variance for real clusterings. - Wim De Mulder (Inf. Sci., 2014)

A survey on the application of recurrent neural networks to statistical language modeling. - Wim De Mulder; Steven Bethard; Marie-Francine Moens (Comput. Speech Lang., 2015)

Extending Gaussian process emulation using cluster analysis and artificial neural networks to fit big training sets. - Wim De Mulder; Bernhard Rengs; Geert Molenberghs; Thomas Fent; Geert Verbeke (J. Simulation, 2019)

A foundation for reference models for drug combinations with an application to Loewe's reference model. - Wim De Mulder; Martin Kuiper (BMC Bioinform., 2020)

An interpretation of radial basis function networks as zero-mean Gaussian process emulators in cluster space. - Wim De Mulder; Geert Molenberghs; Geert Verbeke (J. Comput. Appl. Math., 2020)

The need for a numeric measure of explainability. - Wim De Mulder; Peggy Valcke (IEEE BigData, 2021)

The Use of Partial Order Relations and Measure Theory in Developing Objective Measures of Explainability. - Wim De Mulder (EXTRAAMAS@AAMAS, 2022)

Explainable Black Box Models. - Wim De Mulder (IntelliSys (1), 2022)

Introduction of Artificial Intelligence in Belgian Court: Failures, Challenges and Opportunities. - Henri Arno; Wim De Mulder (AI4LEGAL/KGSum@ISWC, 2022)

A collaboration between judge and machine to reduce legal uncertainty in disputes concerning ex aequo et bono compensations. - Wim De Mulder; Peggy Valcke; Joke Baeck (Artif. Intell. Law, 2023)

Explainable artificial intelligence and the social sciences: a plea for interdisciplinary research. - Wim De Mulder (AI Soc., 2025)