Panagakis, Yannis; Nicolaou, Mihalis; Zafeiriou, Stefanos and Pantic, Maja. 2016. Robust Correlated and Individual Component Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(8), pp. 1665-1678. ISSN 0162-8828 [Article]

Zafeiriou, Lazaros; Nicolaou, Mihalis; Zafeiriou, Stefanos; Nikitidis, Symeon and Pantic, Maja. 2016. Probabilistic Slow Features for Behavior Analysis. IEEE Transactions on Neural Networks and Learning Systems, 27(5), pp. 1034-1048. ISSN 2162-237X [Article]

Nicolaou, Mihalis; Zafeiriou, Stefanos and Pantic, Maja. 2014. A Unified Framework for Probabilistic Component Analysis. Proceedings of the European Conf. Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD’14), pp. 469-484. [Article]

Nicolaou, Mihalis; Pavlovic, Vladimir and Pantic, Maja. 2014. Dynamic Probabilistic CCA for Analysis of Affective Behaviour and Fusion of Continuous Annotations. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(7), pp. 1299-1311. ISSN 0162-8828 [Article]

Nicolaou, Mihalis; Panagakis, Yannis; Zafeiriou, Stefanos and Pantic, Maja. 2014. Robust Canonical Correlation Analysis: Audio-visual Fusion for Learning Continuous Interest. Proceedings of IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP 2014), [Article]

Rudovic, O.; Nicolaou, Mihalis and Pavlovic, V.. 2017. Machine Learning Methods for Social Signal Processing. In: Judee K. Burgoon; Nadia Magnenat-Thalmann; Maja Pantic and Alessandro Vinciarelli, eds. Social Signal Processing. Cambridge University Press, pp. 234-254. ISBN 9781316676202 [Book Section]