Geoff McLachlan
Geoff McLachlan
Professor of Statistics, University of Queensland
Verified email at uq.edu.au - Homepage
TitleCited byYear
Finite Mixture Models
GJ McLachlan, D Peel
John Wiley & Sons, New York, 2000
11287*2000
The EM Algorithm and Extensions, Second Edition
GJ McLachlan, T Krishnan
John Wiley & Sons, New York, 2008
8210*2008
Top 10 algorithms in data mining
X Wu, V Kumar, JR Quinlan, J Ghosh, Q Yang, H Motoda, GJ McLachlan, ...
Knowledge and information systems 14 (1), 1-37, 2008
46022008
Discriminant analysis and statistical pattern recognition
GJ McLachlan
John Wiley & Sons, 2004
42272004
Discriminant analysis and statistical pattern recognition
GJ McLachlan
Wiley, 1992
4227*1992
Mixture models. Inference and applications to clustering
GJ McLachlan, KE Basford
Marcel Dekker, 1988
37461988
Mixture Models., 1988
GJ McLachlan, KE Basford
Marcel Dekker, New York, 1965
3722*1965
Selection bias in gene extraction on the basis of microarray gene-expression data
C Ambroise, GJ McLachlan
Proceedings of the national academy of sciences 99 (10), 6562-6566, 2002
14172002
Robust mixture modelling using the t distribution
D Peel, GJ McLachlan
Statistics and computing 10 (4), 339-348, 2000
7912000
On bootstrapping the likelihood ratio test statistic for the number of components in a normal mixture
GJ McLachlan
Journal of the Royal Statistical Society: Series C (Applied Statistics) 36 …, 1987
7551987
Analyzing microarray gene expression data
GJ McLachlan, KA Do, C Ambroise
Wiley, 2004
7172004
A mixture model-based approach to the clustering of microarray expression data
GJ McLachlan, RW Bean, D Peel
Bioinformatics 18 (3), 413-422, 2002
6642002
Clustering objects on subsets of attributes (with discussion)
JH Friedman, JJ Meulman
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2004
5362004
Critical assessment of automated flow cytometry data analysis techniques
N Aghaeepour, G Finak, TF Consortium, TD Consortium, H Hoos, ...
Nature Methods 10, 228-238, 2013
4352013
Automated high-dimensional flow cytometric data analysis
S Pyne, X Hu, K Wang, E Rossin, TI Lin, LM Maier, C Baecher-Allan, ...
Proceedings of the National Academy of Sciences 106 (21), 8519-8524, 2009
3792009
Modelling high-dimensional data by mixtures of factor analyzers
GJ McLachlan, D Peel, RW Bean
Computational Statistics & Data Analysis 41 (3-4), 379-388, 2003
2432003
The EMMIX software for the fitting of mixtures of normal and t-components
GJ McLachlan, D Peel, KE Basford, P Adams
Journal of Statistical Software 4 (2), 1999
2191999
Mahalanobis distance
GJ McLachlan
Resonance 4 (6), 20-26, 1999
2081999
Conservation and divergence in Toll-like receptor 4-regulated gene expression in primary human versus mouse macrophages
K Schroder, KM Irvine, MS Taylor, NJ Bokil, KA Le Cao, KA Masterman, ...
Proceedings of the National Academy of Sciences 109 (16), E944-E953, 2012
1972012
Robust cluster analysis via mixtures of multivariate t-distributions
GJ McLachlan, D Peel
Joint IAPR International Workshops on Statistical Techniques in Pattern …, 1998
1951998
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Articles 1–20