A generalised framework for detailed classification of swimming paths inside the Morris Water Maze. - Avgoustinos Vouros; Tiago V. Gehring; Kinga Szydlowska; Artur Janusz; Mike Croucher; Katarzyna Lukasiuk; Witold Konopka; Carmen Sandi; Eleni Vasilaki (CoRR, 2017)

Semi-supervised K-Means clustering for trajectory analysis in behavioural experiments - Avgoustinos Vouros (2020)

An empirical comparison between stochastic and deterministic centroid initialisation for K-means variations. - Avgoustinos Vouros; Stephen Langdell; Mike Croucher; Eleni Vasilaki (Mach. Learn., 2021)

A semi-supervised sparse K-Means algorithm. - Avgoustinos Vouros; Eleni Vasilaki (Pattern Recognit. Lett., 2021)