| 2008 | APBC | Metabolic Pathway Alignment (M-Pal) Reveals Diversity and Alternatives in Conserved Networks. | Yunlei Li, Dick de Ridder, Marco J. L. de Groot, Marcel J. T. Reinders |
| 2006 | ICPR | Local Discriminant Analysis. | Marco Loog, Dick de Ridder |
| 2004 | ICPR | Local Fisher Embedding. | Dick de Ridder, Marco Loog, Marcel J. T. Reinders |
| 2003 | BMVC | Robust subspace mixture models using t-distributions. | Dick de Ridder, Vojtech Franc |
| 2003 | ICANN | Supervised Locally Linear Embedding. | Dick de Ridder, Olga Kouropteva, Oleg Okun, Matti Pietikinen, Robert P. W. Duin |
| 2002 | ICPR | The Economics of Classification: Error vs. Complexity. | Dick de Ridder, Elzbieta Pekalska, Robert P. W. Duin |
| 2002 | SSPR | Texture Description by Independent Components. | Dick de Ridder, Robert P. W. Duin, Josef Kittler |
| 2000 | BMVC | Probabilistic PCA and ICA Subspace Mixture Models for Image Segmentation. | Dick de Ridder, Josef Kittler, Robert P. W. Duin |
| 2000 | ICPR | The Adaptive Subspace Map for Texture Segmentation. | Dick de Ridder, Josef Kittler, Olaf Lemmers, Robert P. W. Duin |
| 2000 | SSPR | The Adaptive Subspace Map for Image Description and Image Database Retrieval. | Dick de Ridder, Olaf Lemmers, Robert P. W. Duin, Josef Kittler |
| 1999 | BMVC | Adaptive Texture Representation Methods for Automatic Target Recognition. | Kieron Messer, Dick de Ridder, Josef Kittler |
| 1998 | ICONIP | On the Application of Neural Networks to Non-Linear Image Processing Tasks. | Dick de Ridder, Robert P. W. Duin, Piet W. Verbeek, Lucas J. van Vliet |
| 1997 | BMVC | Neural network experiences between perceptrons and support vectors. | Robert P. W. Duin, Dick de Ridder |