Publications

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2008
Markussen B, Pedersen KS, Loog M. Second order structure of scale-space measurements. Journal of Mathematical Imaging and Vision. 2008;31:207–-220.
Qazi AA, Dam EB, Loog M, et al. A variational method for automatic localization of the most pathological {ROI} in the knee cartilage. In: Proceedings of SPIE Medical Imaging: Image Processing.Vol 6914. Proceedings of SPIE Medical Imaging: Image Processing.; 2008. Available at: http://link.aip.org/link/?PSISDG/6914/69140T/1.
2007
Orozco-Alzate M, Duin RPW, Castellanos-Dominguez CG. On Selecting Middle-Length Feature Lines for Dissimilarity-based Classification. In: XII Simposio de Tratamiento de Senales, Imagenes y Vision Artificial, STSIVA 2007. XII Simposio de Tratamiento de Senales, Imagenes y Vision Artificial, STSIVA 2007. Universidad del Norte; 2007.
Orozco-Alzate M, Duin RPW, Castellanos-Dominguez CG. Generalizing Dissimilarity Representations Using Feature Lines. In: Rueda L, Mery D, Kittler J Progress in Pattern Recognition, Image Analysis and Applications, Proc. of the 12th Iberoamerican Congress on Pattern Recognition, CIARP 2007. Progress in Pattern Recognition, Image Analysis and Applications, Proc. of the 12th Iberoamerican Congress on Pattern Recognition, CIARP 2007. Vina del Mar-Valparaiso, Chile; 2007:370-379.
Li Y, Yu J, Hao P, Li Z. Clustering ensembles based on normalized edges. Advances in Knowledge Discovery and Data Mining. 2007;LNAI 4426:664–671. Download: Li_cluster.pdf (694.54 KB)
Kim S-W, Duin RPW. On Combining Dissimilarity-Based Classifiers to Solve the Small Sample Size Problem for Appearance-Based Face Recognition. In: Kobti Z, Wu D Advances in Artificial Intelligence, Proceedings of the 20th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2007, Montreal, Canada, May 28-30, 2007. Advances in Artificial Intelligence, Proceedings of the 20th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2007, Montreal, Canada, May 28-30, 2007.; 2007:110-121.
Bicego M, Pekalska E, Duin RPW. Group-induced vector spaces. In: Haindl M, Kittler J, Roli F Multiple Classifier Systems (Proc. 7th Int. Workshop, MCS 2007, Prague, May 23-25, 2007). Multiple Classifier Systems (Proc. 7th Int. Workshop, MCS 2007, Prague, May 23-25, 2007).; 2007:190-199.
Lee W-J, Verzakov SA, Duin RPW. Kernel Combination Versus Classifier Combination. In: Haindl M, Kittler J, Roli F Multiple Classifier Systems (Proc. 7th Int. Workshop, MCS 2007, Prague, May 23-25, 2007). Multiple Classifier Systems (Proc. 7th Int. Workshop, MCS 2007, Prague, May 23-25, 2007).; 2007:22-31.
Vanderlooy S, van der Maaten L, Sprinkhuizen-Kuyper I. Off-line Learning with Transductive Confidence Machines: An Empirical Evaluation. In: Proceedings of the 5th International Conference on Machine Learning and Data Mining. Proceedings of the 5th International Conference on Machine Learning and Data Mining.; 2007:310-323. Available at: http://www.cs.unimaas.nl/s.vanderLooy/publications/mldm2007.pdf. Abstract
Duin RPW, Pekalska E. The Science of Pattern Recognition; Achievements and Perspectives. In: Duch W, Mandziuk J Challenges for Computational Intelligence. Challenges for Computational Intelligence.; 2007:221-259.
van der Maaten L, Postma EO. Texton-based Texture Classification. In: Proceedings of the Belgian-Dutch Artificial Intelligence Conference 2007. Proceedings of the Belgian-Dutch Artificial Intelligence Conference 2007.; 2007:213-220. Abstract  Download: Paper_1.pdf (385.8 KB)
Landgrebe TCW, Duin RPW. A simplified volume under the ROC hypersurface. Transactions of the South African Institute of Electrical Engineers. 2007;98:94-100.
Kim S-W, Duin RPW. On Using a Pre-clustering Technique to Optimize LDA-Based Classifiers for Appearance-Based Face Recognition. In: Luis Rueda DM, Kittler J Progress in Pattern Recognition, Image Analysis and Applications,.Vol 4756. Progress in Pattern Recognition, Image Analysis and Applications,.; 2007:466-476.