Dr Suren Rathnayake

Postdoctoral Research Fellow

School of Mathematics and Physics
Faculty of Science
s.rathnayake@uq.edu.au
+61 7 344 33819

Overview

Qualifications

  • Bachelor of Science - Engineering, University of Peradeniya
  • Doctor of Philosophy, The University of Queensland

Publications

  • McLachlan, Geoffrey J. and Rathnayake, Suren I. (2016). Mixture models for standard p-dimensional Euclidean data. In Christian Hennig, Marina Meila, Fionn Murtagh and Roberto Rocci (Ed.), Handbook of cluster analysis (pp. 145-172) Boca Raton, FL, United States: CRC Press.

  • McLachlan, Geoffrey J. and Rathnayake, Suren (2014) On the number of components in a Gaussian mixture model. Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery, 4 5: 341-355. doi:10.1002/widm.1135

  • Basford, Kaye E., McLachlan, Geoffrey J. and Rathnayake, Suren I. (2013) On the classification of microarray gene-expression data. Briefings in Bioinformatics, 14 4: 402-410. doi:10.1093/bib/bbs056

View all Publications

Publications

Book Chapter

  • McLachlan, Geoffrey J. and Rathnayake, Suren I. (2016). Mixture models for standard p-dimensional Euclidean data. In Christian Hennig, Marina Meila, Fionn Murtagh and Roberto Rocci (Ed.), Handbook of cluster analysis (pp. 145-172) Boca Raton, FL, United States: CRC Press.

  • McLachlan, Geoffrey J., Baek, Jangsun and Rathnayake, Suren I. (2011). Mixtures of factor analyzers for the analysis of high-dimensional data. In Kerrie L. Mengersen, Christian P. Robert and D. Michael Titterington (Ed.), Mixture estimation and applications (pp. 171-191) Chichester, United Kingdom: John Wiley and Sons.

Journal Article

Conference Publication

  • Rathnayake, S. I. and Abeyratne, U. R. (2007). Prediction of polysomnographic measurements. In: M. A. Orgun and J. Thornton, AI 2007: Advances in Artificial Intelligence. 20th Australian Joint Conference on Artifical Intelligence, Gold Coast, Australia, (130-139). 2-6 December 2007. doi:10.1007/978-3-540-76928-6_15

  • Rathnayake, S. and Abeyratne, U. R. (2007). Prediction of respiratory measurements based on cross embedding techniques. In: A. Dittmar and J. Clark, Proceedings of the 29th Annual International Conference of the IEEE EMBS. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2007), Lyon, France, (47-50). 23-26 August 2007. doi:10.1109/IEMBS.2007.4352219

  • Abeyratne, U. R., Swarnkar, V., Rathnayake, S. and Hukins, C. (2007). Sleep-stage and event dependency of brain asynchrony as manifested through surface EEG. In: A. Dittmar and J. Clark, Proceedings of the 29th Annual International Conference of the IEEE EMBS. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2007), Lyon, France, (709-712). 23-26 August 2007. doi:10.1109/IEMBS.2007.4352389

  • Karunajeewa, A. S., Abeyratne, U .R., Rathnayake, S .I. and Swarnkar, V. (2006). Dynamic data analysis in obstructive sleep apnea. In: A. Dhawan, Proceedings of the 28th Annual IEEE Engineering in Medicine and Biology Society Annual International Conference. 28th Annual International Conference IEEE Engineering in Medicine and Biology Society, New York, U.S.A., (4510-4513). 30 August - 3 September 2006. doi:10.1109/IEMBS.2006.260203

Other Outputs