Bob Duin

2001
Tax DMJ, Duin RPW. Combining one-class classifiers. In: Proceedings of the second international workshop Multiple Combining Systems.Vol 2096. Proceedings of the second international workshop Multiple Combining Systems.; 2001:299-308.
Duin RPW, Pekalska E. Complexity of dissimilarity based pattern classes. In: Scandinavian Conference on Image Analysis. Scandinavian Conference on Image Analysis. Bergen, Norway; 2001.
Musa MEM, Duin RPW, de Ridder D. An enhanced EM algorithm for mixtures of probabilistic principal component analyzers. In: Leonardis A, Bischof H Proceedings ICANN 2001 Workshop on Kernel & Subspace Methods for Computer Vision. Proceedings ICANN 2001 Workshop on Kernel & Subspace Methods for Computer Vision.; 2001.
Musa MEM, Duin RPW, de Ridder D. Modelling handwritten digit data using probabilistic principal component analysis. In: Lagendijk RL, Heijnsdijk JWJ, Pimentel AD, Wilkinson MHF Proceedings 7th Annual Conference of the Advanced School for Computing and Imaging (ASCI 2001). Proceedings 7th Annual Conference of the Advanced School for Computing and Imaging (ASCI 2001). Delft, The Netherlands; 2001:415-422.
Tax DMJ, Duin RPW. Outliers and data descriptions. In: Lagendijk RL, Heijnsdijk JWJ, Pimentel AD, Wilkinson MHF Proc. ASCI 2001, 7th Annual Conf. of the Advanced School for Computing and Imaging. Proc. ASCI 2001, 7th Annual Conf. of the Advanced School for Computing and Imaging.; 2001:234-241.
2000
Tax DMJ, Duin RPW. Data descriptions in subspaces. In: Proceedings of the International Conference on Pattern Recognition 2000.Vol 2. Proceedings of the International Conference on Pattern Recognition 2000.; 2000:672-675.
de Ridder D, Lemmers O, Duin RPW, Kittler J. The adaptive subspace map for image description and image database retrieval. In: Ferri FJ, Inesta JM, Amin A, Pudil P Proc. IAPR International Workshops on Syntactical and Structural Pattern Recognition (S+SSPR 2000). Proc. IAPR International Workshops on Syntactical and Structural Pattern Recognition (S+SSPR 2000). Berlin; 2000:94–103. Download: spr00.pdf (846.91 KB)
de Ridder D, Kittler J, Lemmers O, Duin RPW. The adaptive subspace map for texture segmentation. In: Sanfeliu A, Villanueva JJ, Vanrell M, et al. Proc. 15th IAPR International Conference on Pattern Recognition (ICPR 2000). Proc. 15th IAPR International Conference on Pattern Recognition (ICPR 2000). Los Alamitos, CA; 2000:216–220. Download: icpr00.pdf (362.93 KB)
Pekalska E, Skurichina M, Duin RPW. Combining Fisher Linear Discriminants for Dissimilarity Representations. In: Lecture Notes in Computer Science. Lecture Notes in Computer Science.; 2000:117-126.
Duin RPW, Tax DMJ. Experiments with Classifier Combining Rules (invited paper). In: Kittler J, Roli F Multiple Classifier Systems (Proc. First International Workshop, MCS 2000, Cagliari, Italy, June 2000).Vol 1857. Multiple Classifier Systems (Proc. First International Workshop, MCS 2000, Cagliari, Italy, June 2000).; 2000:16-29.
de Ridder D, Lemmers O, Duin RPW, Kittler J. Image database retrieval using adaptive non-linear image descriptions. In: van Vliet LJ, Heijnsdijk JWJ, Kielmann T, Knijnenburg PMW Proc. 6th Annual Conference of the Advanced School for Computing and Imaging (ASCI 2000). Proc. 6th Annual Conference of the Advanced School for Computing and Imaging (ASCI 2000). Delft, The Netherlands; 2000:145–152. Download: asci00.pdf (1.07 MB)
Tax DMJ, Duin RPW, Messer K. Image Database Retrieval with Support Vector Data Descriptions. In: van Vliet LJ, Heijnsdijk JWJ, Kielman T, Knijnenburg PMW Proc. ASCI 2000, 6th Annual Conf. of the Advanced Schoolfor Computing and Imaging (Lommel, Belgium, June 14-16). Proc. ASCI 2000, 6th Annual Conf. of the Advanced Schoolfor Computing and Imaging (Lommel, Belgium, June 14-16).; 2000:134–140.
de Ridder D, Kittler J, Duin RPW. Probabilistic PCA and ICA subspace mixture models for image segmentation. In: Mirmehdi M, Thomas B Proc. 11th British Machine Vision Conference (BMVC 2000). Proc. 11th British Machine Vision Conference (BMVC 2000). Bristol, UK; 2000:112–121. Download: bmvc00.pdf (441.44 KB)
Pekalska E, Duin RPW. Classifiers for dissimilarity-based pattern recognition. In: International Conference on Pattern Recognition.Vol 2. International Conference on Pattern Recognition. Barcelona, Spain; 2000:12-16.
Tax DMJ, Duin RPW. Feature scaling in support vector data descriptions. In: Japkowicz N Learning from imbalanced datasets. Learning from imbalanced datasets.; 2000:25-30.
1999
Tax DMJ, Duin RPW. Support vector domain description. Pattern Recognition Letters. 1999;20:1191-1199.
Tax DMJ, Ypma A, Duin RPW. Pump failure detection using Support Vector Data Description. In: Hand DJ, Kok JNS, Berthold MR Advances in Intelligent Data Analysis.Vol 3. Advances in Intelligent Data Analysis.; 1999:415-425.
Tax DMJ, Duin RPW. Data Domain Description using Support Vectors. In: Verleysen M Proceedings of the European Symposium on Artificial Neural Networks 1999. Proceedings of the European Symposium on Artificial Neural Networks 1999.; 1999:251-256.
Duin RPW, Pekalska E, de Ridder D. Relational Discriminant Analysis. Pattern Recognition Letters. 1999;20:1175-1181. Download: duin_prl_99_relational.pdf (95.2 KB)
de Ridder D, Duin RPW, Verbeek PW, van Vliet LJ. A weight set decorrelating training algorithm for neural network interpretation and symmetry breaking. In: Ersbøll BJ, Johansen P Proc. 11th Scandinavian Conference on Image Analysis (SCIA'99), Vol. 2. Proc. 11th Scandinavian Conference on Image Analysis (SCIA'99), Vol. 2. Copenhagen, Denmark; 1999:739–746. Download: scia99a.pdf (237.37 KB)
1998
Tax DMJ, Duin RPW. Outlier detection using classifier instability. In: Amin A Advances in Pattern Recognition, Lecture notes in Computer Science.Vol 1451. Advances in Pattern Recognition, Lecture notes in Computer Science.; 1998.