Wim De Mulder

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 8

Top Topics

Cluster Analysis

Reference Models

Top Venues

AI4LEGAL/KGSum@ISWC

EXTRAAMAS@AAMAS

Publications

Wim De Mulder, Peggy Valcke, Joke Baeck
A collaboration between judge and machine to reduce legal uncertainty in disputes concerning ex aequo et bono compensations. Artif. Intell. Law 31 (2) (2023)
Wim De Mulder
The Use of Partial Order Relations and Measure Theory in Developing Objective Measures of Explainability. EXTRAAMAS@AAMAS (2022)
Henri Arno, Wim De Mulder
Introduction of Artificial Intelligence in Belgian Court: Failures, Challenges and Opportunities. AI4LEGAL/KGSum@ISWC (2022)
Wim De Mulder
Explainable Black Box Models. IntelliSys (1) (2022)
Wim De Mulder, Peggy Valcke
The need for a numeric measure of explainability. IEEE BigData (2021)
Wim De Mulder, Martin Kuiper
A foundation for reference models for drug combinations with an application to Loewe's reference model. BMC Bioinform. 21 (1) (2020)
Wim De Mulder, Geert Molenberghs, Geert Verbeke
An interpretation of radial basis function networks as zero-mean Gaussian process emulators in cluster space. J. Comput. Appl. Math. 363 (2020)
Wim De Mulder, Bernhard Rengs, Geert Molenberghs, Thomas Fent, Geert Verbeke
Extending Gaussian process emulation using cluster analysis and artificial neural networks to fit big training sets. J. Simulation 13 (3) (2019)
Wim De Mulder, Steven Bethard, Marie-Francine Moens
A survey on the application of recurrent neural networks to statistical language modeling. Comput. Speech Lang. 30 (1) (2015)
Wim De Mulder
Instability and cluster stability variance for real clusterings. Inf. Sci. 260 (2014)
Wim De Mulder
Optimal clustering in the context of overlapping cluster analysis. Inf. Sci. 223 (2013)
Wim De Mulder
Generalized hard cluster analysis. Int. J. Comput. Math. 88 (12) (2011)
Wim De Mulder, Martin Kuiper, René K. Boel
Clustering of gene expression profiles: creating initialization-independent clusterings by eliminating unstable genes. J. Integr. Bioinform. 7 (3) (2010)
Wim De Mulder, Stefan Schliebs, René K. Boel, Martin Kuiper
Initialization Dependence of Clustering Algorithms. ICONIP (2) (2008)