Geoffrey J. McLachlan - Publications, H-index & Citations | Canyam

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Geoffrey J. McLachlan

University of Queensland

66H-index

489Paper Count

4.4WCitation Count

Published Papers 37

Publication Date

Versioned soil organic carbon maps for climate-resilient and sustainable cities: a ridge-penalised linear mixed-effects ensemble of MIR-based predictions

Physics and Chemistry of the Earth, Parts A/B/C

IF4.1

2026-03-05

0

OAAI

Xin Tian; Qingyang Liu; Ram C. Dalal; Tong Li; Jinran Wu; Geoffrey J. McLachlan; Scott Chapman; Yash P. Dang

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A mineralogy characterisation technique for copper ore in flotation pulp using deep learning machine vision with optical microscopy

MINERALS ENGINEERING

IF5

2024-01-01

2

OAAI

Koh, Edwin J. Y.; Amini, Eiman; Spier, Carlos A.; McLachlan, Geoffrey J.; Xie, Weiguo; Beaton, Nick

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A new algorithm for support vector regression with automatic selection of hyperparameters

PATTERN RECOGNITION

IF7.6

2023-01-01

26

OAAI

Wang, You-Gan; Wu, Jinran; Hu, Zhi-Hua; McLachlan, Geoffrey J.

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An Automated Machine learning (AutoML) approach to regression models in minerals processing with case studies of developing industrial comminution and flotation models

MINERALS ENGINEERING

IF5

2022-11-01

4

PREAI

Koh, Edwin J. Y.; Amini, Eiman; Gaur, Shruti; Maquieira, Miguel Becerra; Heck, Christian Jara; McLachlan, Geoffrey J.; Beaton, Nick

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Utilising convolutional neural networks to perform fast automated modal mineralogy analysis for thin-section optical microscopy

MINERALS ENGINEERING

IF5

2021-11-01

25

PREAI

Koh, Edwin J. Y.; Amini, Eiman; McLachlan, Geoffrey J.; Beaton, Nick

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Utilising a deep neural network as a surrogate model to approximate phenomenological models of a comminution circuit for faster simulations

MINERALS ENGINEERING

IF5

2021-08-01

11

PREAI

Koh, Edwin J. Y.; Amini, Eiman; McLachlan, Geoffrey J.; Beaton, Nick

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Unsupervised pattern recognition of mixed data structures with numerical and categorical features using a mixture regression modelling framework

PATTERN RECOGNITION

IF7.6

2019-04-01

13

OAAI

Ng, Shu-Kay; Tawiah, Richard; McLachlan, Geoffrey J.

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Finite Mixture Models

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION

IF0

2019-03-07

559

PREAI

McLachlan, Geoffrey J.; Lee, Sharon X.; Rathnayake, Suren I.

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A Block EM Algorithm for Multivariate Skew Normal and Skew t-Mixture Models

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2018-11-01

17

PREAI

Lee, Sharon X.; Leemaqz, Kaleb L.; McLachlan, Geoffrey J.

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EMMIXcskew: An R Package for the Fitting of a Mixture of Canonical Fundamental Skew t-Distributions

JOURNAL OF STATISTICAL SOFTWARE

IF8.1

2018-01-01

13

OAAI

Lee, Sharon X.; McLachlan, Geoffrey J.

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A Block Minorization-Maximization Algorithm for Heteroscedastic Regression

ieee signal processing magazine

IF3.9

2016-08-01

1

OAAI

Nguyen, Hien D.; Lloyd-Jones, Luke R.; McLachlan, Geoffrey J.

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On the number of components in a Gaussian mixture model

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2014-09-20

175

PREAI

McLachlan, Geoffrey J.; Rathnayake, Suren

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False Discovery Rate Control in Magnetic Resonance Imaging Studies via Markov Random Fields

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2014-08-01

10

PREAI

Nguyen, Hien D.; McLachlan, Geoffrey J.; Cherbuin, Nicolas; Janke, Andrew L.

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On the classification of microarray gene-expression data

BRIEFINGS IN BIOINFORMATICS

IF7.7

2012-09-17

16

OAAI

Basford, Kaye E.; McLachlan, Geoffrey J.; Rathnayake, Suren I.

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Conservation and divergence in Toll-like receptor 4-regulated gene expression in primary human versus mouse macrophages

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2012-03-26

253

OAAI

Schroder, Kate; Irvine, Katharine M.; Taylor, Martin S.; Bokil, Nilesh J.; Cao, Kim-Anh Le; Masterman, Kelly-Anne; Labzin, Larisa I.; Semple, Colin A.; Kapetanovic, Ronan; Fairbairn, Lynsey; Akalin, Altuna; Faulkner, Geoffrey J.; Baillie, John Kenneth; Gongora, Milena; Daub, Carsten O.; Kawaji, Hideya; McLachlan, Geoffrey J.; Goldman, Nick; Grimmond, Sean M.; Carninci, Piero; Suzuki, Harukazu; Hayashizaki, Yoshihide; Lenhard, Boris; Hume, David A.; Sweet, Matthew J.

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Mixture models for detecting differentially expressed genes in microarrays

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2011-11-21

4

OAAI

Jones, Liat Ben-Tovim; Bean, Richard; McLachlan, Geoffrey J.; Zhu, Justin Xi

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Commentary on Steinley and Brusco (2011): Recommendations and Cautions

PSYCHOLOGICAL METHODS

IF7.8

2011-03-01

19

PREAI

McLachlan, Geoffrey J.

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Autoantibody profiling to identify biomarkers of key pathogenic pathways in mucinous ovarian cancer

EUROPEAN JOURNAL OF CANCER

IF7.1

2010-01-01

35

OAAI

Tang, Liangdan; Yang, Junzheng; Ng, Shu-Kay; Rodriguez, Noah; Choi, Pui-Wah; Vitonis, Allison; Wang, Kui; McLachlan, Geoffrey J.; Caiazzo, Robert J., Jr.; Liu, Brian C. -S.; Welch, William R.; Cramer, Daniel W.; Berkowitz, Ross S.; Ng, Shu-Wing

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Automated high-dimensional flow cytometric data analysis

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2009-05-26

332

OAAI

Pyne, Saumyadipta; Hu, Xinli; Wang, Kui; Rossin, Elizabeth; Lin, Tsung-I; Maier, Lisa M.; Baecher-Allan, Clare; McLachlan, Geoffrey J.; Tamayo, Pablo; Hafler, David A.; De Jager, Philip L.; Mesirov, Jill P.

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Characteristic traffic load effects from a mixture of loading events on short to medium span bridges

STRUCTURAL SAFETY

IF6.3

2008-09-01

79

OAAI

Caprani, Colin C.; OBrien, Eugene J.; McLachlan, Geoff J.

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