Publications

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2012
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.
Lewis J, van der Maaten L, de Sa V. A Behavorial Investigation of Dimensionality Reduction. In: Proceedings of the Cognitive Science Society. Proceedings of the Cognitive Science Society.; 2012. Available at: http://homepage.tudelft.nl/19j49/Publications_files/Cogsci2012.pdf.
Cheplygina V, Tax DMJ, Loog M. Class-dependent Bag Dissimilarities for Multiple Instance Learning. In: Statistical+Structural and Syntactic Pattern Recognition Workshop. Statistical+Structural and Syntactic Pattern Recognition Workshop.; 2012. Download: paper_25.pdf (468.32 KB)
Aidos H, Fred ALN, Duin RPW. Classification using high order dissimilarities in non-Euclidean spaces. In: Carmona LP, Sanchez SJ, Fred ALN International Conference on Pattern Recognition Applications and Methods (ICPRAM 2012). International Conference on Pattern Recognition Applications and Methods (ICPRAM 2012). Vilamoura, Algarve - Portugal ; 2012:306-309.
Li Y, Duin RPW, Loog M. Combining multi-scale dissimilarities for image classification. In: 21st International Conference on Pattern Recognition (ICPR). 21st International Conference on Pattern Recognition (ICPR).; 2012:1639–1642. Download: ScaleDissimilarity_ICPR2012.pdf (206.17 KB)
Gehrmann T. Conditional random fields for protein function prediction. Pattern Recognition & Bioinformatics Group, Dept. of Intelligent Systems, Faculty of Electrical Engineering, Mathematics & Computer Science. 2012.
Porro Muñoz D, Duin RPW, Orozco-Alzate M, Talavera-Bustamante I. Continuous Multi-way Shape Measure for Dissimilarity Representation. In: 17th Iberoamerican Congress in Pattern Recognition CIARP 2012.Vol LNCS 7441. 17th Iberoamerican Congress in Pattern Recognition CIARP 2012.; 2012:430-437.
Loog M, Duin RPW. The Dipping Phenomenon. In: Structural, Syntactic, and Statistical Pattern Recognition, SSPR/SPR 2012.Vol LNCS 7626. Structural, Syntactic, and Statistical Pattern Recognition, SSPR/SPR 2012. Hiroshima, Japan; 2012:310-317.
Cheplygina V, Tax DMJ, Loog M. Does a rotten apple spoil the whole barrel?. In: International Conference on Pattern Recognition. International Conference on Pattern Recognition.; 2012. Download: icpr2012.pdf (198.11 KB)
Krijthe JH, Ho TK, Loog M. Improving cross-validation based classifier selection using meta-learning. In: 21st International Conference on Pattern Recognition. 21st International Conference on Pattern Recognition. Tsukuba, Japan; 2012:2873–2876. Available at: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6460765.
Duin RPW, Fred ALN, Loog M, Pekalska E. Mode Seeking Clustering by KNN and Mean Shift Evaluated. In: Structural, Syntactic, and Statistical Pattern Recognition, SSPR/SPR 2012.Vol LNCS 7626. Structural, Syntactic, and Statistical Pattern Recognition, SSPR/SPR 2012. Hiroshima, Japan; 2012:51-59.
Li Y, Loog M. Scale-invariant sampling for supervised image segmentation. In: 21st International Conference on Pattern Recognition (ICPR). 21st International Conference on Pattern Recognition (ICPR).; 2012:1399–1402. Download: ScaleSampling_ICPR2012.pdf (307.63 KB)
van der Maaten L, Weinberger K. Stochastic Triplet Embedding. In: IEEE International Workshop on Machine Learning for Signal Processing. IEEE International Workshop on Machine Learning for Signal Processing.; 2012. Available at: http://homepage.tudelft.nl/19j49/Publications_files/PID2449611.pdf.
Dinh VC, Duin RPW, Loog M. A study on semi-supervised dissimilarity representation. In: Pattern Recognition (ICPR), 2012 21st International Conference on. Pattern Recognition (ICPR), 2012 21st International Conference on.; 2012:2861–2864.
Dinh VC, Loog M, Leitner R, Rajadell Rojas O, Duin RPW. Training data selection for cancer detection in multispectral endoscopy images. In: Pattern Recognition (ICPR), 2012 21st International Conference on. Pattern Recognition (ICPR), 2012 21st International Conference on.; 2012:161–164.
2011
Tax DMJ, Loog M, Duin RPW, Cheplygina V, Lee W-J. Bag dissimilarities for multiple instance learning. In: Pelillo M, Hancock ER Similarity-Based Pattern Recognition.Vol LNCS 7005. Similarity-Based Pattern Recognition.; 2011:222–234. Download: simbad_11_mil.pdf (154.09 KB)
van der Maaten L. Discussion on Spectral Dimensionality Reduction via Maximum Entropy (invited discussion paper). In: Artificial Intelligence & Statistics (AI-STATS 2011).Vol JMLR W&CP 15. Artificial Intelligence & Statistics (AI-STATS 2011).; 2011:60-62.
Duin RPW, Pekalska E. The Dissimilarity Representation for Structural Pattern Recognition. 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.; 2011:1–24.