Jesse Krijthe, Marco Loog (2017), Robust semi-supervised least squares classification by implicit constraints, In Pattern Recognition Volume 63 p.115-126.

Marco Loog, François Lauze (2017), Supervised scale-regularized linear convolutionary filters, In British Machine Vision Conference 2017, BMVC 2017, BMVA Press.

Alexander Mey, Marco Loog (2016), A soft-labeled self-training approach, In 2016 23rd International Conference on Pattern Recognition (ICPR) p.2604-2609, IEEE.

Yazhou Yang, Marco Loog (2016), Active Learning Using Uncertainty Information, In 2016 23rd International Conference on Pattern Recognition (ICPR) p.2646-2651, IEEE.

Marco Loog, Yazhou Yang (2016), An Empirical Investigation into the Inconsistency of Sequential Active Learning, In 2016 23rd International Conference on Pattern Recognition (ICPR) p.210-215, IEEE.

M Loog (2016), Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification, In IEEE Transactions on Pattern Analysis and Machine Intelligence Volume 38 p.462-475.

G. Carneiro, D. Mateus, L. Peter, A. Bradley, J.M.R.S. Tavares, V. Belagiannis, J.P. Papa, J.C. Nascimento, Marco Loog, Z. Lu, J.S. Cardoso, J. Cornebise (Eds.) (2016), Deep Learning and Data Labeling for Medical Applications: First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings, Springer.

VV Cheplygina, DMJ Tax, M Loog (2016), Dissimilarity-based ensembles for multiple instance learning, In IEEE Transactions on Neural Networks and Learning Systems Volume 27 p.1379-1391.

Wouter Kouw, Laurens van der Maaten, Jesse Krijthe, Marco Loog (2016), Feature-Level Domain Adaptation, In Journal of Machine Learning Research Volume 17 p.1-32.

Yuan Zeng, Jiexiong Tang, Jan van der Lubbe, Marco Loog (2016), Learning Algorithms for Digital Reconstruction of Van Gogh’s Drawings, Marinos Ioannides, Eleanor Vink, Antonia Moropoulou, Monika Hagedorn-Saupe, Antonella Fresa, Gunnar Liestøl, Vlatka Rajcic, Pierre Grussenmeyer (Eds.), In EuroMed 2016 - 6th International Conference - Proceedings Volume 1 p.322-333, Springer.