Publications

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2011
Kim S-W, Duin RPW. Dissimilarity-Based Classifications in Eigenspaces. In: San Martín C, Kim S-W Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 16th Iberoamerican Congress, CIARP 2011, Pucón, Chile, November 15-18, 2011. Proceedings.Vol 7042. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 16th Iberoamerican Congress, CIARP 2011, Pucón, Chile, November 15-18, 2011. Proceedings.; 2011:425–432.
Li Y, Hao P, Lin Z. The Frequency Structure Matrix: A Representation of Color Filter Arrays. International Journal of Imaging Systems and Technology. 2011;21(1):101-106. Download: Li_CFAstructure.pdf (491.57 KB)
Lee W-J, Duin RPW, Loog M. Generalized Augmentation of Multiple Kernels. In: Sansone C, Kittler J, Roli F Multiple Classifier Systems - 10th International Workshop, MCS 2011, Naples, Italy, June 15-17, 2011. Proceedings.Vol 6713. Multiple Classifier Systems - 10th International Workshop, MCS 2011, Naples, Italy, June 15-17, 2011. Proceedings.; 2011:116–125.
Gelfand A, van der Maaten L, Chen Y, Welling M. On Herding and the Perceptron Cycling Theorem. Advances in Neural Information Processing Systems (NIPS-2010). 2011:694-702.
van der Maaten L, Welling M, Saul LK. Hidden-Unit Conditional Random Fields. In: Artificial Intelligence & Statistics (AI-STATS 2011).Vol JMLR W&CP 15. Artificial Intelligence & Statistics (AI-STATS 2011).; 2011:479-488. Available at: http://cseweb.ucsd.edu/~lvdmaaten/hucrf/Hidden-Unit_Conditional_Random_Fields.html.
Hu D, van der Maaten L, Cho Y, Saul LK, Lerner S. Latent Variable Models for Predicting File Dependencies in Large-Scale Software Development. In: Advances in Neural Information Processing Systems (NIPS-2010). Advances in Neural Information Processing Systems (NIPS-2010).; 2011:865-873.
van der Maaten L. Learning Discriminative Fisher Kernels. In: International Conference on Machine Learning (ICML-2011). International Conference on Machine Learning (ICML-2011).; 2011:217-224. Available at: http://homepage.tudelft.nl/19j49/Publications_files/example_paper.pdf.
Escalera S, Tax DMJ, Pujol O, Radeva P, Duin RPW. Multi-class Classification in Image Analysis via Error-Correcting Output Codes. In: Kwasnicka H, Jain LC Innovations in Intelligent Image Analysis.Vol 339. Innovations in Intelligent Image Analysis.; 2011:7-29.
Cheplygina V, Tax DMJ. Pruned random subspace method for one-class classifiers. In: Multiple Classifier Systems. Multiple Classifier Systems.; 2011:96–105. Download: cheplygina2011pruned_mcs2011.pdf (275.09 KB)
Rajadell Rojas O, Dinh VC, Duin RPW, Garcia-Sevilla P. Semi-supervised hyperspectral pixel classification using interactive labeling. 3rd Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (Whispers 2011). 2011.
Porro Muñoz D, Duin RPW, Talavera-Bustamante I, Orozco-Alzate M. A Study on the Influence of Shape in Classifying Small Spectral Data Sets. In: Pelillo M, Hancock ER Similarity-Based Pattern Recognition - First International Workshop, SIMBAD 2011, Venice, Italy, September 28-30, 2011. Proceedings.Vol 7005. Similarity-Based Pattern Recognition - First International Workshop, SIMBAD 2011, Venice, Italy, September 28-30, 2011. Proceedings.; 2011:306–320.
Li Y, Tax DMJ, Loog M. Supervised Image Segmentation with Scale Invariance. In: ASCI - IPA - SIKS tracks, ICT.OPEN. ASCI - IPA - SIKS tracks, ICT.OPEN. Veldhoven; 2011:1–6. Download: Li_asci2011.pdf (401.12 KB)
Li Y, Tax DMJ, Loog M. Supervised Scale-Invariant Segmentation (and Detection). In: Third International Conference on Scale Space and Variational Methods in Computer Vision.Vol LNCS 6667. Third International Conference on Scale Space and Variational Methods in Computer Vision. Ein Gedi, Israel; 2011:350-361. Download: Li_ssvm2011.pdf (362.89 KB)
2010
Tax DMJ, Hendriks EA, Valstar MF, Pantic M. The detection of concept frames using Clustering Multi-Instance Learning. In: International conference on Pattern Recognition. International conference on Pattern Recognition. Istanbul, Turkey; 2010:2917-2921. Download: icpr_au.pdf (90.08 KB)