Marco Loog

2016
2015
2014
Cheplygina V, Sørensen L, Tax DMJ, et al. Classification of COPD with multiple instance learning. In: International Conference on Pattern Recognition. International Conference on Pattern Recognition.; 2014:1508-1513. Download: cheplygina2014classification.pdf (272.21 KB)
Cheplygina V, Tax DMJ, Loog M, Feragen A. Network Guided Group Feature Selection for Classification of Autism Spectrum Disorder. In: Machine Learning in Medical Imaging. Machine Learning in Medical Imaging.; 2014:190-197. Download: cheplygina2014network.pdf (270.76 KB)
2013
Cheplygina V, Tax DMJ, Loog M. Combining instance information to classify bags. In: Multiple Classifier Systems. Multiple Classifier Systems.; 2013:13-24. Download: paper16_cameraready.pdf (664.03 KB)
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)
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)
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.
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)
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.
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)