Marco Loog

2012
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)
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.
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)
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)
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.
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