Publications

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2013
Lewis J, van der Maaten L, de Sa V. Divvy: Fast and Intuitive Exploratory Data Analysis. Journal of Machine Learning Research. 2013;14(Oct):3159-5163.
Calana YP, Cheplygina V, Duin RPW, et al. On the Informativeness of Asymmetric Dissimilarities Hancock ER, Pelillo M. Similarity-Based Pattern Recognition. 2013;LNCS 7953:75-89. Download: plasencia2013informativeness.pdf (208.14 KB)
van der Maaten L, Chen M, Tyree S, Weinberger K. Learning with Marginalized Corrupted Features. In: Proceedings of the International Conference on Machine Learning, JMLR W&CP.Vol 28. Proceedings of the International Conference on Machine Learning, JMLR W&CP.; 2013:410-418. Available at: http://homepage.tudelft.nl/19j49/Publications_files/mcf.pdf.
Li Y, Tax DMJ, Duin RPW, Loog M. The Link between Multiple-Instance Learning and Learning from Only Positive and Unlabelled Examples. In: Zhou Z-H, Roli F, Kittler J Multiple Classifier Systems.Vol LNCS 7872. Multiple Classifier Systems.; 2013:157-166. Download: MilLopu_MCS2013.pdf (332.44 KB)
Porro Muñoz D, Duin RPW, Talavera I. Missing Values in Dissimilarity-Based Classification of Multi-way Data. In: Ruiz-Shulcloper J, di Baja GS Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 18th Iberoamerican Congress, {CIARP} 2013, Havana, Cuba, November 20-23, 2013, Proceedings, Part {I}.Vol 8258. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 18th Iberoamerican Congress, {CIARP} 2013, Havana, Cuba, November 20-23, 2013, Proceedings, Part {I}.; 2013:214–221. Available at: http://dx.doi.org/10.1007/978-3-642-41822-8.
Duin RPW, Pekalska E, Loog M. Non-Euclidean Dissimilarities: Causes, Embedding and Informativeness. In: Pelillo M Similarity-Based Pattern Analysis and Recognition. Similarity-Based Pattern Analysis and Recognition.; 2013:13-44. Available at: http://dx.doi.org/10.1007/978-1-4471-5628-4_2.
Zhang L, van der Maaten L. Structure Preserving Object Tracking. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Conference on Computer Vision and Pattern Recognition (CVPR).; 2013:1838-1845. Available at: http://homepage.tudelft.nl/19j49/Publications_files/CVPR2013.pdf.
Calana YP, Orozco-Alzate M, Reyes EGB, Duin RPW. Towards Cluster-Based Prototype Sets for Classification in the Dissimilarity Space. In: Ruiz-Shulcloper J, di Baja GS Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 18th Iberoamerican Congress, {CIARP} 2013, Havana, Cuba, November 20-23, 2013, Proceedings, Part {I}.Vol 8258. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 18th Iberoamerican Congress, {CIARP} 2013, Havana, Cuba, November 20-23, 2013, Proceedings, Part {I}.; 2013:294–301. Available at: http://dx.doi.org/10.1007/978-3-642-41822-8.
2012
Tax DMJ. Multiple Instance Learning using Bag Distribution Parameters. In: 24th Benelux Conference on Artificial Intelligence. 24th Benelux Conference on Artificial Intelligence. Maastricht; 2012.
Sankaranarayanan S, Bremond F, Tax DMJ. Qualitative Evaluation of Detection and Tracking Performance. In: IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance (AVSS). IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance (AVSS). Beijing, China; 2012:362-367.
Xu P, Tax DMJ, Hanjalic A. A Structure-Based Video Representation for Web Video Categorization. In: 21st International Conference on Pattern Recognition. 21st International Conference on Pattern Recognition. Tsukuba, Japan; 2012.
Ibba A, Duin RPW, Loog M. Supervised localization of cell nuclei on TMA images. In: IEEE Computer Society Workshop on MMBIA, Breckenridge. IEEE Computer Society Workshop on MMBIA, Breckenridge.; 2012. Download: Paper 45 mmbia_2012_final.pdf (2.48 MB)
van der Maaten L. Audio-Visual Emotion Challenge 2012: A Simple Approach. In: Proceedings of the International Conference on Multimodal Interaction. Proceedings of the International Conference on Multimodal Interaction.; 2012. Available at: http://homepage.tudelft.nl/19j49/Publications_files/sig-alternate.pdf.
Kalkan H, Nap M, Duin RPW, Loog M. Automated classification of local patches in colon histopathology. In: 21st International Conference on Pattern Recognition, ICPR 2012. 21st International Conference on Pattern Recognition, ICPR 2012. Tsukuba, Japan; 2012:61-64.
Kalkan H, Nap M, Duin RPW, Loog M. Automated Colorectal Cancer Diagnosis for Whole-Slice Histopathology. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI 2012).Vol LNCS 7512. Medical Image Computing and Computer-Assisted Intervention (MICCAI 2012). Nice, France; 2012:550-557.