Publications

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2010
Loog M, Lauze FB. The Improbability of Harris Interest Points. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2010;32(6):1141--1147. Available at: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5432198.
van der Maaten L, Hendriks EA. Capturing Appearance Variation in Active Appearance Models. In: IEEE Conference on Computer Vision and Pattern Recognition. IEEE Conference on Computer Vision and Pattern Recognition.; 2010. Available at: http://homepage.tudelft.nl/19j49/Publications_files/Final_CVPR10.pdf. Download: Final_CVPR10.pdf (1.4 MB)
Min R, van der Maaten L, Yuan Z, Bonner A, Zhang Z. Deep Supervised t-Distributed Embedding. In: International Conference on Machine Learning. International Conference on Machine Learning.; 2010. Available at: http://homepage.tudelft.nl/19j49/Publications_files/DSTEM.pdf. Download: DSTEM.pdf (1.33 MB)
Porro Muñoz D, Duin RPW, Orozco-Alzate M, Talavera-Bustamante I, Londoño-Bonilla JM. The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measure. In: Hancock ER, Wilson RC, Windeatt T, Ulusoy I, Escolano F Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR&SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings.Vol 6218. Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR&SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings.; 2010:569–578.
Millan-Giraldo M, Duin RPW, Sanchez SJ. Dissimilarity-based Classification of Data with Missing Attributes. In: Proc. The 2nd International Workshop on Cognitive Information Processing (14-16 June, 2010 Elba Island, Tuscany - Italy). Proc. The 2nd International Workshop on Cognitive Information Processing (14-16 June, 2010 Elba Island, Tuscany - Italy).; 2010:293-298.
Ulas A, Duin RPW, Castellani U, et al. Dissimilarity-based Detection of Schizophrenia. In: Proc. ICPR Workshop on Brain Decoding: Pattern Recognition Challenges in FMRI Neuroimaging. Proc. ICPR Workshop on Brain Decoding: Pattern Recognition Challenges in FMRI Neuroimaging.; 2010.
Sørensen L, Loog M, Tax DMJ, et al. Dissimilarity-Based Multiple Instance Learning. In: Structural, Syntactic, and Statistical Pattern Recognition.Vol LNCS 6218. Structural, Syntactic, and Statistical Pattern Recognition.; 2010:129-138.
Klein S, Loog M, van der Lijn F, et al. Early diagnosis of dementia based on intersubject whole-brain dissimilarities. IEEE International Symposium on Biomedical Imaging - ISBI 2010. 2010.
Kim S-W, Duin RPW. An Empirical Comparison of Kernel-Based and Dissimilarity-Based Feature Spaces. In: Hancock ER, Wilson RC, Windeatt T, Ulusoy I, Escolano F Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR&SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings.Vol 6218. Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR&SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings.; 2010:559–568.
Lee W-J, Duin RPW, Ibba A, Loog M. An Experimental Study on Combining Euclidean Distances. In: Proc. The 2nd International Workshop on Cognitive Information Processing (14-16 June, 2010 Elba Island, Tuscany - Italy). Proc. The 2nd International Workshop on Cognitive Information Processing (14-16 June, 2010 Elba Island, Tuscany - Italy).; 2010:304-309.
Sørensen L, Loog M, Lo P, et al. Image Dissimilarity-Based Quantification of Lung Disease from CT. In: Medical Image Computing & Computer-Assisted Intervention, MICCAI 2010.Vol LNCS 6361. Medical Image Computing & Computer-Assisted Intervention, MICCAI 2010.; 2010:37-44.
Kim S-W, Duin RPW. On Improving Dissimilarity-Based Classifications Using a Statistical Similarity Measure. In: Bloch I, Cesar RM Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 15th Iberoamerican Congress on Pattern Recognition, CIARP 2010, Sao Paulo, Brazil, November 8-11, 2010. Proceedings.Vol 6419. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 15th Iberoamerican Congress on Pattern Recognition, CIARP 2010, Sao Paulo, Brazil, November 8-11, 2010. Proceedings.; 2010:418–425.
Duin RPW, Pekalska E. Non-Euclidean Dissimilarities: Causes and Informativeness. In: Hancock ER, Wilson RC, Windeatt T, Ulusoy I, Escolano F Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR&SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings.Vol 6218. Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR&SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings.; 2010:324–333.
Duin RPW. Non-Euclidean Problems in Pattern Recognition Related to Human Expert Knowledge. In: Filipe J, Cordeiro J Enterprise Information Systems, Revised Selected Papers ICEIS 2010.Vol 73. Enterprise Information Systems, Revised Selected Papers ICEIS 2010.; 2010:15-28.
Duin RPW. Pattern Recognition as a Human Centered non-Euclidean Problem. In: Fred ALN Pattern Recognition in Information Systems, Proceedings of the 10th International Workshop on Pattern Recognition in Information Systems, PRIS 2010, in conjunction with ICEIS 2010, Funchal, Madeira, Portugal, June 2010. Pattern Recognition in Information Systems, Proceedings of the 10th International Workshop on Pattern Recognition in Information Systems, PRIS 2010, in conjunction with ICEIS 2010, Funchal, Madeira, Portugal, June 2010.; 2010:3–12.
Lee W-J, Duin RPW, Bunke H. Selecting Structural Base Classifiers for Graph-based Multiple Classifier Systems. In: Multiple Classifier Systems (Proc. 9th Int. Workshop, MCS 2010, Cairo, Egypt).Vol LNCS 5997. Multiple Classifier Systems (Proc. 9th Int. Workshop, MCS 2010, Cairo, Egypt).; 2010:155-164.