Person

McLachlan, Geoffrey John (1946 - )

FAA

Born
3 October 1946
Occupation
Statistician

Summary

Geoffrey McLachan is internationally recognised for his pioneering research in classification, and to the related domains of cluster analysis, machine learning and statistical inference. Much of his research has been directed to the theory and application of finite mixture models, particularly the expectation-maximisation (EM) algorithm. His methodological developments have application in many areas, including bioinformatics, biostatistics, flow cytometry, image analysis and survival analysis. He has published over 300 books and papers, some of which have become standard references. McLachlan joined the University of Queensland in 1974 and was appointed Professor of Statistics (a personal chair) in 1998. His wider contributions include serving as President of the Queensland Branch of the Statistical Society of Australia.

Skip to

Details

Chronology

1969
Education - BSc (hons) University of Queensland
1973
Education - PhD, University of Queensland
1974
Career position - Lecturer, University of New England
1974 - 1978
Career position - Lecturer, Department of Mathematics, University of Queensland
1978 - 1984
Career position - Senior Lecturer, Department of Mathematics, University of Queensland
1984 - 1998
Career position - Reader, Department of Mathematics, University of Queensland
1992 - 1997
Career position - Associate Editor,
1992 - 2003
Career position - Member of the Editorial Board, Journal of statistical computation and simulation
1992 - 2008
Career position - Member of the Editorial Board, Statistical methods in medical research
1994
Education - DSc, University of Queensland
1996 - 2002
Career position - Member of the Editorial Board, Journal of research and practice in information technology
1998
Career position - Professor of Statistics (personal chair), University of Queensland
2000 - 2019
Career position - Member of the Editorial Board, Journal of classification
2001 - 2012
Career position - Member of the Editorial Board, Environmental and ecological statistics
2003 - 2005
Career position - Member of the Editorial Board, Biometrics
2003 - 2011
Career position - Part-time appointment at Institute of Molecular Biosciences, University of Queensland
2007 - 2009
Award - ARC Professorial Fellowship
2007 - 2009
Career position - Head of Mathematics, University of Queensland
2009 - 2010
Career position - Member, College of Experts, Australian Research Council
2009 - 2015
Career position - Member of the Editorial Board, Biology direct
2010
Award - Pitman Medal, Statistical Society of Australia
2010 - 2011
Career position - President, International Federation of Classification Societies
2010 - 2015
Career position - Member of the Editorial Board, Advances in statistical analysis
2011
Award - ICDM Research Contributions Award, Institute of Electrical and Electronic Engineers
2013 - 2015
Award - Vice-Chancellor's Senior Research Fellow, School of Mathematics and Physics, University of Queensland
2015 -
Award - Fellow, Australian Academy of Science
2017
Award - Research Medal for Outstanding Research Achievements, International Federation of Classifications Societies

Related Awards

Related Corporate Bodies

Published resources

Books

  • McLachlan, G., Discriminant analysis and statistical pattern recognition (New York: Wiley, 1992), 552 pp. Details
  • McLachlan, G. J.; and Basford, K. E., Mixture models: inference and applications to clustering (New York: Marcel Dekker, 1988), 254 pp. Details
  • McLachlan, G. J.; and Krishnan, T., The EM algorithm and extensions ( Hoboken, NJ: Wiley, 2008), 400 pp. Details
  • McLachlan, G. J.; and Peel, D., Finite mixture models (New York: Wiley, 2000), 464 pp. Details
  • McLachlan, G. J.; Do, K. A.; and Ambroise, C., Analyzing microarray gene expression data (Hoboken, NJ: Wiley, 2004), 368 pp. Details

Journal Articles

  • Nguyen, Hien; Lee, Sharon; and Forbes, Florence, 'A Festschrift for Geoff McLachlan', Australian and New Zealand journal of statistics, 64 ([supp]) (2022), 111-6, https://doi.org/10.1111/anzs.12372. Details

Resources

See also

  • Robson, Alexandra K.; Production Manager and Editor eds, Who's who in Australia 2019 (Southbank, Vic.: AAP Directories, 2018), 1788 pp. Details

Helen Cohn

Created: 28 September 2023

EOAS ID: biogs/P007274b.htm

Except where otherwise noted, content on this site is
Licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
What do we mean by this?

Published by the Centre for Transformative Innovation, Swinburne University of Technology.
This Edition: 2024 February (Kooyang - Gariwerd calendar)
Reference: http://www.bom.gov.au/iwk/calendars/gariwerd.shtml#kooyang
For earlier editions see the Internet Archive at: https://web.archive.org/web/*/www.eoas.info

The Encyclopedia of Australian Science and Innovation uses the Online Heritage Resource Manager (OHRM), a relational data curation and web publication system developed by the eScholarship Research Centre and its predecessors at the University of Melbourne 1999-2020. The OHRM has been maintained by Gavan McCarthy since 2020.

Cite this page: https://www.eoas.info/biogs/P007274b.htm

"... the rengitj, as a visible mark or imprint on the land, is characterised as a place of origin, the repository of all names, as well as a kind of mapped visual expression of the connection between people and places which is to be carried out in the temporal sequence of the journey." Fanca Tamisari (1998) 'Body, Vision and Movement: In the footprints of the ancestors'. Oceania 68(4) p260