Publications

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2008
Lee W-J, Duin RPW. An Inexact Graph Comparison Approach in Joint Eigenspace. In: da Vitoria Lobo N, Kasparis T, Roli F, et al. Structural, Syntactic, and Statistical Pattern Recognition, Proc. SSSPR2008 (Orlando, Florida, USA, 4-6 Dec 2008). Structural, Syntactic, and Statistical Pattern Recognition, Proc. SSSPR2008 (Orlando, Florida, USA, 4-6 Dec 2008). Berlin; 2008:35-44.
Tax DMJ, Duin RPW. Learning curves for the analysis of multiple instance classifiers. In: da Vitoria Lobo N, Kasparis T, Roli F, et al. Structural, Syntactic, and Statistical Pattern Recognition, Proc. SSSPR2008 (Orlando, Florida, USA, 4-6 Dec 2008). Structural, Syntactic, and Statistical Pattern Recognition, Proc. SSSPR2008 (Orlando, Florida, USA, 4-6 Dec 2008). Berlin; 2008:724-733.
Paclik P, Lai C, Novovicova J, Duin RPW. Variance estimation for two-class and multi-class ROC analysis using operating point averaging. In: Proc. of the 19th Int. Conf. on Pattern Recognition (ICPR2008, Tampa, USA, December 2008). Proc. of the 19th Int. Conf. on Pattern Recognition (ICPR2008, Tampa, USA, December 2008).; 2008.
van der Maaten L, Hinton GE. Visualizing High-Dimensional Data Using t-SNE. Journal of Machine Learning Research. 2008;9:2579-2605. Abstract  Download: vandermaaten08a.pdf (2.5 MB)
Loog M. On distributional assumptions and whitened cosine similarities. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2008;30:1114–1115.
Dam EB, Loog M. Efficient Segmentation by Sparse Pixel Classification. IEEE Transactions on Medical Imaging. 2008;27:1525–1534.
Kuan S-T, Wu B-Y, Lee W-J. Finding Friend Groups in Blogosphere. In: International Workshop on Network-based Virtual Reality and Tele-existence. International Workshop on Network-based Virtual Reality and Tele-existence.; 2008.
Zhang C, Zhang J. A local boosting algorithm for solving classification problems. Computational Statistics & Data Analysis. 2008;52:1928-1941.
Kim S-W, Duin RPW. On Optimizing Dissimilarity-Based Classifier Using Multi-level Fusion Strategies (in Korean). Journal of The Institute of Electronics Engineers of Korea, Computer and Information (CI). 2008;45:15-24.
Duin RPW, Pekalska E. On refining dissimilarity matrices for an improved NN learning. In: Proc. of the 19th Int. Conf. on Pattern Recognition (ICPR2008, Tampa, USA, December 2008). Proc. of the 19th Int. Conf. on Pattern Recognition (ICPR2008, Tampa, USA, December 2008).; 2008.