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Suren Rathnayake
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Cited by
Cited by
Year
Finite mixture models
GJ McLachlan, SX Lee, SI Rathnayake
Annual review of statistics and its application 6, 355-378, 2019
153222019
On the number of components in a Gaussian mixture model
GJ McLachlan, S Rathnayake
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 4 (5 …, 2014
2242014
Beyond Brownian motion and the Ornstein-Uhlenbeck process: Stochastic diffusion models for the evolution of quantitative characters
SP Blomberg, SI Rathnayake, CM Moreau
The American Naturalist, 2020
612020
Nonlinear features for single-channel diagnosis of sleep-disordered breathing diseases
SI Rathnayake, IA Wood, UR Abeyratne, C Hukins
IEEE Transactions on Biomedical Engineering 57 (8), 1973-1981, 2010
372010
A very fast algorithm for matrix factorization
V Nikulin, TH Huang, SK Ng, SI Rathnayake, GJ McLachlan
Statistics & probability letters 81 (7), 773-782, 2011
302011
Sleep-stage and event dependency of brain asynchrony as manifested through surface EEG
UR Abeyratne, V Swarnkar, SI Rathnayake, C Hukins
2007 29th Annual International Conference of the IEEE Engineering in …, 2007
252007
On the classification of microarray gene-expression data
KE Basford, GJ McLachlan, SI Rathnayake
Briefings in bioinformatics 14 (4), 402-410, 2013
222013
A machine learning-based predictive model for real-time monitoring of flowing bottom-hole pressure of gas wells
S Rathnayake, A Rajora, M Firouzi
Fuel 317, 123524, 2022
152022
Prediction of the flowing bottom-hole pressure using advanced data analytics
M Firouzi, S Rathnayake
Asia Pacific Unconventional Resources Technology Conference, Brisbane …, 2020
132020
Mixtures of factor analyzers for the analysis of high-dimensional data
J Baek, GJ McLachlan, SI Rathnayake
John Wiley and Sons 887, 171-191, 2011
13*2011
A theory for ecological survey methods to map individual distributions
N Takashina, M Beger, B Kusumoto, S Rathnayake, HP Possingham
Theoretical ecology 11, 213-223, 2018
62018
Mixture models for standard p-dimensional Euclidean data
GJ McLachlan, SI Rathnayake
Handbook of Cluster Analysis, Chapman & Hall, 145-172, 2015
62015
Dynamic data analysis in obstructive sleep apnea
AS Karunajeewa, UR Abeyratne, SI Rathnayake, V Swarnkar
2006 International Conference of the IEEE Engineering in Medicine and …, 2006
62006
Spatially explicit approach to estimation of total population abundance in field surveys
N Takashina, B Kusumoto, M Beger, S Rathnayake, HP Possingham
Journal of Theoretical Biology 453, 88-95, 2018
52018
Modelling of polysomnographic respiratory measurements for artefact detection and signal restoration
SI Rathnayake, UR Abeyratne, C Hukins, B Duce
Physiological measurement 29 (9), 999, 2008
32008
Statistical process control for early detection of progressive cavity pump failures in vertical unconventional gas wells
SI Rathnayake, M Firouzi
SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference …, 2021
22021
Testing for group structure in high-dimensional data
GJ McLachlan, SI Rathnayake
Journal of Biopharmaceutical Statistics 21 (6), 1113-1125, 2011
22011
Model-based clustering
GJ McLachlan, SI Rathnayake, SX Lee
Elsevier, 2020
12020
Spatially explicit approach to population abundance estimation in field surveys
N Takashina, B Kusumoto, M Beger, S Rathnayake, HP Possingham
bioRxiv, 131037, 2017
12017
Dynamical analysis of respiratory signals for diagnosis of sleep disordered breathing disorders.
S Rathnayake
12009
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Articles 1–20