Nicos Pavlidis - 51福利

Dr Nicos Pavlidis

Senior Lecturer

Research Overview

My research interests are in the fields of statistics, data mining, and machine learning. My research focuses on the development of novel methods for clustering and classification that can handle high dimensionality and can adapt in response to time-varying population distributions.

Selected Publications

Hofmeyr, D., Pavlidis, N.G., Eckley, I.A. 1/03/2019 In: Statistics and Computing. 29, 2, p. 391–414. 24 p.
Journal article

Pavlidis, N.G., Hofmeyr, D., Tasoulis, S. 28/09/2016 In: Journal of Machine Learning Research. 17, 156, p. 1-33. 33 p.
Journal article

Hofmeyr, D., Pavlidis, N., Eckley, I. 09/2016 In: Statistics and Computing. 26, 5, p. 1101–1120. 20 p.
Journal article

Pavlidis, N., Tasoulis, D., Adams, N.M., Hand, D.J. 01/2011 In: Pattern Recognition. 44, 1, p. 78-96. 19 p.
Journal article

Epitropakis, M., Tasoulis, D.K., Pavlidis, N., Plagianakos, V.P., Vrahatis, M.N. 2011 In: IEEE Transactions on Evolutionary Computation. 15, 1, p. 99-119. 21 p.
Journal article

01/10/2017 → 31/03/2021
Research