Avgoustinos Vouros

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 5

Top Topics

Stochastic Nature

Expectation Maximization

Data Clustering

Top Venues

Pattern Recognit. Lett.

Publications

Avgoustinos Vouros, Eleni Vasilaki
A semi-supervised sparse K-Means algorithm. Pattern Recognit. Lett. 142 (2021)
Avgoustinos Vouros, Stephen Langdell, Mike Croucher, Eleni Vasilaki
An empirical comparison between stochastic and deterministic centroid initialisation for K-means variations. Mach. Learn. 110 (8) (2021)
Avgoustinos Vouros, Eleni Vasilaki
A semi-supervised sparse K-Means algorithm. CoRR (2020)
Avgoustinos Vouros, Stephen Langdell, Mike Croucher, Eleni Vasilaki
An empirical comparison between stochastic and deterministic centroid initialisation for K-Means variations. CoRR (2019)
Avgoustinos Vouros, Tiago V. Gehring, Kinga Szydlowska, Artur Janusz, Mike Croucher, Katarzyna Lukasiuk, Witold Konopka, Carmen Sandi, Eleni Vasilaki
A generalised framework for detailed classification of swimming paths inside the Morris Water Maze. CoRR (2017)