Veronika Cheplygina

2016
Cheplygina V, van Opbroek A, Ikram MA, Vernooij MW, de Bruijne M. Asymmetric similarity-weighted ensembles for image segmentation. In: International Symposium on Biomedical Imaging (ISBI). International Symposium on Biomedical Imaging (ISBI).; 2016:273–277.
Cheplygina V, Perez-Rovira A, Kuo W, Tiddens H, de Bruijne M. Early experiences with crowdsourcing airway annotations in chest CT. In: Large-scale Annotation of Biomedical Data (MICCAI LABELS). Large-scale Annotation of Biomedical Data (MICCAI LABELS).; 2016:209–218.
Tax DMJ, Cheplygina V, Duin RPW, van de Poll J. The Similarity between Dissimilarities. In: Structural, Syntactic, and Statistical Pattern Recognition (S+SSPR). Structural, Syntactic, and Statistical Pattern Recognition (S+SSPR).; 2016:84-94.
2015
Cheplygina V, Tax DMJ. Characterizing multiple instance datasets. In: Similarity-Based Pattern Recognition (SIMBAD). Similarity-Based Pattern Recognition (SIMBAD).; 2015:15–27.
Hernández-Durán M, Cheplygina V, Calana YP. Dissimilarity representations for low-resolution face recognition. In: Similarity-Based Pattern Recognition (SIMBAD). Similarity-Based Pattern Recognition (SIMBAD).; 2015:70–83.
Cheplygina V, Sørensen L, Tax DMJ, de Bruijne M, Loog M. Label stability in multiple instance learning. In: Medical Image Computing and Computer Assisted Interventions (MICCAI). Medical Image Computing and Computer Assisted Interventions (MICCAI).; 2015:539–546.
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)
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)
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)
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)
Cheplygina V, Tax DMJ. Pruned random subspace method for one-class classifiers. In: Multiple Classifier Systems. Multiple Classifier Systems.; 2011:96–105. Download: cheplygina2011pruned_mcs2011.pdf (275.09 KB)
2010