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ORCIDBibTeX records: Geoffrey J. McLachlan
@article{DBLP:journals/sac/ChamroukhiPHM24,
author = {Fa{\"{\i}}cel Chamroukhi and
Nhat Thien Pham and
Van H{\`{a}} Hoang and
Geoffrey J. McLachlan},
title = {Functional mixtures-of-experts},
journal = {Stat. Comput.},
volume = {34},
number = {3},
pages = {98},
year = {2024},
url = {https://doi.org/10.1007/s11222-023-10379-0},
doi = {10.1007/S11222-023-10379-0},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/ChamroukhiPHM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WangWHM23,
author = {You{-}Gan Wang and
Jinran Wu and
Zhi{-}Hua Hu and
Geoffrey J. McLachlan},
title = {A new algorithm for support vector regression with automatic selection
of hyperparameters},
journal = {Pattern Recognit.},
volume = {133},
pages = {108989},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2022.108989},
doi = {10.1016/J.PATCOG.2022.108989},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/WangWHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/AhfockPM22,
author = {Daniel Ahfock and
Saumyadipta Pyne and
Geoffrey J. McLachlan},
title = {Statistical file-matching of non-Gaussian data: {A} game theoretic
approach},
journal = {Comput. Stat. Data Anal.},
volume = {168},
pages = {107387},
year = {2022},
url = {https://doi.org/10.1016/j.csda.2021.107387},
doi = {10.1016/J.CSDA.2021.107387},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/AhfockPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/LeeM22,
author = {Sharon X. Lee and
Geoffrey J. McLachlan},
title = {An overview of skew distributions in model-based clustering},
journal = {J. Multivar. Anal.},
volume = {188},
pages = {104853},
year = {2022},
url = {https://doi.org/10.1016/j.jmva.2021.104853},
doi = {10.1016/J.JMVA.2021.104853},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ma/LeeM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02249,
author = {Fa{\"{\i}}cel Chamroukhi and
Nhat Thien Pham and
Van H{\`{a}} Hoang and
Geoffrey J. McLachlan},
title = {Functional Mixtures-of-Experts},
journal = {CoRR},
volume = {abs/2202.02249},
year = {2022},
url = {https://arxiv.org/abs/2202.02249},
eprinttype = {arXiv},
eprint = {2202.02249},
timestamp = {Thu, 10 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-02249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13785,
author = {Ziyang Lyu and
Daniel Ahfock and
Geoffrey J. McLachlan},
title = {Some Simulation and Empirical Results for Semi-Supervised Learning
of the Bayes Rule of Allocation},
journal = {CoRR},
volume = {abs/2210.13785},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13785},
doi = {10.48550/ARXIV.2210.13785},
eprinttype = {arXiv},
eprint = {2210.13785},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/LeeLM21,
author = {Sharon X. Lee and
Tsung{-}I Lin and
Geoffrey J. McLachlan},
title = {Mixtures of factor analyzers with scale mixtures of fundamental skew
normal distributions},
journal = {Adv. Data Anal. Classif.},
volume = {15},
number = {2},
pages = {481--512},
year = {2021},
url = {https://doi.org/10.1007/s11634-020-00420-9},
doi = {10.1007/S11634-020-00420-9},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adac/LeeLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/AhfockM21,
author = {Daniel Ahfock and
Geoffrey J. McLachlan},
title = {Harmless label noise and informative soft-labels in supervised classification},
journal = {Comput. Stat. Data Anal.},
volume = {161},
pages = {107253},
year = {2021},
url = {https://doi.org/10.1016/j.csda.2021.107253},
doi = {10.1016/J.CSDA.2021.107253},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csda/AhfockM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/FarzammehrZM21,
author = {Mohadeseh Alsadat Farzammehr and
Mohammad Reza Zadkarami and
Geoffrey J. McLachlan},
title = {Skew-normal generalized spatial panel data model},
journal = {Commun. Stat. Simul. Comput.},
volume = {50},
number = {11},
pages = {3286--3314},
year = {2021},
url = {https://doi.org/10.1080/03610918.2019.1622718},
doi = {10.1080/03610918.2019.1622718},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cssc/FarzammehrZM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/AhfockPM21,
author = {Daniel Ahfock and
Saumyadipta Pyne and
Geoffrey J. McLachlan},
title = {Data fusion using factor analysis and low-rank matrix completion},
journal = {Stat. Comput.},
volume = {31},
number = {5},
pages = {58},
year = {2021},
url = {https://doi.org/10.1007/s11222-021-10033-7},
doi = {10.1007/S11222-021-10033-7},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/AhfockPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LeeML21,
author = {Sharon X. Lee and
Geoffrey J. McLachlan and
Kaleb L. Leemaqz},
title = {Multi-node Expectation-Maximization algorithm for finite mixture models},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {4},
pages = {297--304},
year = {2021},
url = {https://doi.org/10.1002/sam.11529},
doi = {10.1002/SAM.11529},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LeeML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02872,
author = {Daniel Ahfock and
Geoffrey J. McLachlan},
title = {Harmless label noise and informative soft-labels in supervised classification},
journal = {CoRR},
volume = {abs/2104.02872},
year = {2021},
url = {https://arxiv.org/abs/2104.02872},
eprinttype = {arXiv},
eprint = {2104.02872},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-02872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-04046,
author = {Daniel Ahfock and
Geoffrey J. McLachlan},
title = {Semi-Supervised Learning of Classifiers from a Statistical Perspective:
{A} Brief Review},
journal = {CoRR},
volume = {abs/2104.04046},
year = {2021},
url = {https://arxiv.org/abs/2104.04046},
eprinttype = {arXiv},
eprint = {2104.04046},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-04046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/NguyenFM20,
author = {Hien Duy Nguyen and
Florence Forbes and
Geoffrey J. McLachlan},
title = {Mini-batch learning of exponential family finite mixture models},
journal = {Stat. Comput.},
volume = {30},
number = {4},
pages = {731--748},
year = {2020},
url = {https://doi.org/10.1007/s11222-019-09919-4},
doi = {10.1007/S11222-019-09919-4},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/NguyenFM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/AhfockM20,
author = {Daniel Ahfock and
Geoffrey J. McLachlan},
title = {An apparent paradox: a classifier based on a partially classified
sample may have smaller expected error rate than that if the sample
were completely classified},
journal = {Stat. Comput.},
volume = {30},
number = {6},
pages = {1779--1790},
year = {2020},
url = {https://doi.org/10.1007/s11222-020-09971-5},
doi = {10.1007/S11222-020-09971-5},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/AhfockM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-06237,
author = {Geoffrey J. McLachlan and
Daniel Ahfock},
title = {Estimation of Classification Rules from Partially Classified Data},
journal = {CoRR},
volume = {abs/2004.06237},
year = {2020},
url = {https://arxiv.org/abs/2004.06237},
eprinttype = {arXiv},
eprint = {2004.06237},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-06237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-10622,
author = {TrungTin Nguyen and
Hien Duy Nguyen and
Faicel Chamroukhi and
Geoffrey J. McLachlan},
title = {An l\({}_{\mbox{1}}\)-oracle inequality for the Lasso in mixture-of-experts
regression models},
journal = {CoRR},
volume = {abs/2009.10622},
year = {2020},
url = {https://arxiv.org/abs/2009.10622},
eprinttype = {arXiv},
eprint = {2009.10622},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-10622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/LeeLM19,
author = {Sharon X. Lee and
Kaleb L. Leemaqz and
Geoffrey J. McLachlan},
title = {{PPEM:} Privacy-preserving {EM} learning for mixture models},
journal = {Concurr. Comput. Pract. Exp.},
volume = {31},
number = {24},
year = {2019},
url = {https://doi.org/10.1002/cpe.5208},
doi = {10.1002/CPE.5208},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/LeeLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/NgTM19,
author = {Shu{-}Kay Ng and
Richard Tawiah and
Geoffrey J. McLachlan},
title = {Unsupervised pattern recognition of mixed data structures with numerical
and categorical features using a mixture regression modelling framework},
journal = {Pattern Recognit.},
volume = {88},
pages = {261--271},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2018.11.022},
doi = {10.1016/J.PATCOG.2018.11.022},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/NgTM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/ViroliM19,
author = {Cinzia Viroli and
Geoffrey J. McLachlan},
title = {Deep Gaussian mixture models},
journal = {Stat. Comput.},
volume = {29},
number = {1},
pages = {43--51},
year = {2019},
url = {https://doi.org/10.1007/s11222-017-9793-z},
doi = {10.1007/S11222-017-9793-Z},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/ViroliM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/Lloyd-JonesNM18,
author = {Luke R. Lloyd{-}Jones and
Hien Duy Nguyen and
Geoffrey J. McLachlan},
title = {A globally convergent algorithm for lasso-penalized mixture of linear
regression models},
journal = {Comput. Stat. Data Anal.},
volume = {119},
pages = {19--38},
year = {2018},
url = {https://doi.org/10.1016/j.csda.2017.09.003},
doi = {10.1016/J.CSDA.2017.09.003},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/Lloyd-JonesNM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/NguyenWM18,
author = {Hien Duy Nguyen and
Dianhui Wang and
Geoffrey J. McLachlan},
title = {Randomized mixture models for probability density approximation and
estimation},
journal = {Inf. Sci.},
volume = {467},
pages = {135--148},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.07.056},
doi = {10.1016/J.INS.2018.07.056},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/NguyenWM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/JonesNM18,
author = {Andrew T. Jones and
Hien Duy Nguyen and
Geoffrey J. McLachlan},
title = {logKDE: log-transformed kernel density estimation},
journal = {J. Open Source Softw.},
volume = {3},
number = {28},
pages = {870},
year = {2018},
url = {https://doi.org/10.21105/joss.00870},
doi = {10.21105/JOSS.00870},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossw/JonesNM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/NguyenUMVLHRJ18,
author = {Hien Duy Nguyen and
Jeremy F. P. Ullmann and
Geoffrey J. McLachlan and
Venkatakaushik Voleti and
Wenze Li and
Elizabeth M. C. Hillman and
David C. Reutens and
Andrew L. Janke},
title = {Whole-volume clustering of time series data from zebrafish brain calcium
images via mixture modeling},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {1},
pages = {5--16},
year = {2018},
url = {https://doi.org/10.1002/sam.11366},
doi = {10.1002/SAM.11366},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/NguyenUMVLHRJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LeeLM18,
author = {Sharon X. Lee and
Kaleb L. Leemaqz and
Geoffrey J. McLachlan},
title = {A Block {EM} Algorithm for Multivariate Skew Normal and Skew {\textdollar}t{\textdollar}
-Mixture Models},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {11},
pages = {5581--5591},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2018.2805317},
doi = {10.1109/TNNLS.2018.2805317},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LeeLM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/NguyenJM18,
author = {Hien D. Nguyen and
Andrew T. Jones and
Geoffrey J. McLachlan},
editor = {Md. Rafiqul Islam and
Yun Sing Koh and
Yanchang Zhao and
Warwick Graco and
David Stirling and
Chang{-}Tsun Li and
Md Zahidul Islam},
title = {Positive Data Kernel Density Estimation via the LogKDE Package for
{R}},
booktitle = {Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst,
NSW, Australia, November 28-30, 2018, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {996},
pages = {269--280},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-981-13-6661-1\_21},
doi = {10.1007/978-981-13-6661-1\_21},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/NguyenJM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/NguyenMOBJ17,
author = {Hien Duy Nguyen and
Geoffrey J. McLachlan and
Pierre Orban and
Pierre Bellec and
Andrew L. Janke},
title = {Maximum Pseudolikelihood Estimation for Model-Based Clustering of
Time Series Data},
journal = {Neural Comput.},
volume = {29},
number = {4},
pages = {990--1020},
year = {2017},
url = {https://doi.org/10.1162/NECO\_a\_00938},
doi = {10.1162/NECO\_A\_00938},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/NguyenMOBJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atis/LeemaqzLM17,
author = {Kaleb L. Leemaqz and
Sharon X. Lee and
Geoffrey J. McLachlan},
editor = {Lynn Batten and
Dong Seong Kim and
Xuyun Zhang and
Gang Li},
title = {Private Distributed Three-Party Learning of Gaussian Mixture Models},
booktitle = {Applications and Techniques in Information Security - 8th International
Conference, {ATIS} 2017, Auckland, New Zealand, July 6-7, 2017, Proceedings},
series = {Communications in Computer and Information Science},
volume = {719},
pages = {75--87},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-981-10-5421-1\_7},
doi = {10.1007/978-981-10-5421-1\_7},
timestamp = {Mon, 26 Jun 2023 20:45:03 +0200},
biburl = {https://dblp.org/rec/conf/atis/LeemaqzLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/LeemaqzLM17,
author = {Kaleb L. Leemaqz and
Sharon X. Lee and
Geoffrey J. McLachlan},
title = {Corruption-Resistant Privacy Preserving Distributed {EM} Algorithm
for Model-Based Clustering},
booktitle = {2017 {IEEE} Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4,
2017},
pages = {1082--1089},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/Trustcom/BigDataSE/ICESS.2017.356},
doi = {10.1109/TRUSTCOM/BIGDATASE/ICESS.2017.356},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/trustcom/LeemaqzLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NguyenM17,
author = {Hien D. Nguyen and
Geoffrey J. McLachlan},
title = {Iteratively-Reweighted Least-Squares Fitting of Support Vector Machines:
{A} Majorization-Minimization Algorithm Approach},
journal = {CoRR},
volume = {abs/1705.04651},
year = {2017},
url = {http://arxiv.org/abs/1705.04651},
eprinttype = {arXiv},
eprint = {1705.04651},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NguyenM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-06929,
author = {Cinzia Viroli and
Geoffrey J. McLachlan},
title = {Deep Gaussian Mixture Models},
journal = {CoRR},
volume = {abs/1711.06929},
year = {2017},
url = {http://arxiv.org/abs/1711.06929},
eprinttype = {arXiv},
eprint = {1711.06929},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-06929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/NguyenMW16,
author = {Hien Duy Nguyen and
Geoffrey J. McLachlan and
Ian A. Wood},
title = {Mixtures of spatial spline regressions for clustering and classification},
journal = {Comput. Stat. Data Anal.},
volume = {93},
pages = {76--85},
year = {2016},
url = {https://doi.org/10.1016/j.csda.2014.01.011},
doi = {10.1016/J.CSDA.2014.01.011},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csda/NguyenMW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/NguyenM16,
author = {Hien Duy Nguyen and
Geoffrey J. McLachlan},
title = {Laplace mixture of linear experts},
journal = {Comput. Stat. Data Anal.},
volume = {93},
pages = {177--191},
year = {2016},
url = {https://doi.org/10.1016/j.csda.2014.10.016},
doi = {10.1016/J.CSDA.2014.10.016},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/NguyenM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/NguyenM16a,
author = {Hien Duy Nguyen and
Geoffrey J. McLachlan},
title = {Maximum likelihood estimation of triangular and polygonal distributions},
journal = {Comput. Stat. Data Anal.},
volume = {102},
pages = {23--36},
year = {2016},
url = {https://doi.org/10.1016/j.csda.2016.04.003},
doi = {10.1016/J.CSDA.2016.04.003},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/NguyenM16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/NguyenM16b,
author = {Hien Duy Nguyen and
Geoffrey J. McLachlan},
title = {Linear mixed models with marginally symmetric nonparametric random
effects},
journal = {Comput. Stat. Data Anal.},
volume = {103},
pages = {151--169},
year = {2016},
url = {https://doi.org/10.1016/j.csda.2016.05.005},
doi = {10.1016/J.CSDA.2016.05.005},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/NguyenM16b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/AhfockPLM16,
author = {Daniel Ahfock and
Saumyadipta Pyne and
Sharon X. Lee and
Geoffrey J. McLachlan},
title = {Partial identification in the statistical matching problem},
journal = {Comput. Stat. Data Anal.},
volume = {104},
pages = {79--90},
year = {2016},
url = {https://doi.org/10.1016/j.csda.2016.06.005},
doi = {10.1016/J.CSDA.2016.06.005},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/AhfockPLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/LinML16,
author = {Tsung{-}I Lin and
Geoffrey J. McLachlan and
Sharon X. Lee},
title = {Extending mixtures of factor models using the restricted multivariate
skew-normal distribution},
journal = {J. Multivar. Anal.},
volume = {143},
pages = {398--413},
year = {2016},
url = {https://doi.org/10.1016/j.jmva.2015.09.025},
doi = {10.1016/J.JMVA.2015.09.025},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ma/LinML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/NguyenLM16,
author = {Hien Duy Nguyen and
Luke R. Lloyd{-}Jones and
Geoffrey J. McLachlan},
title = {A Universal Approximation Theorem for Mixture-of-Experts Models},
journal = {Neural Comput.},
volume = {28},
number = {12},
pages = {2585--2593},
year = {2016},
url = {https://doi.org/10.1162/NECO\_a\_00892},
doi = {10.1162/NECO\_A\_00892},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/NguyenLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/LeeM16,
author = {Sharon X. Lee and
Geoffrey J. McLachlan},
title = {Finite mixtures of canonical fundamental skew t-distributions - The
unification of the restricted and unrestricted skew t-mixture models},
journal = {Stat. Comput.},
volume = {26},
number = {3},
pages = {573--589},
year = {2016},
url = {https://doi.org/10.1007/s11222-015-9545-x},
doi = {10.1007/S11222-015-9545-X},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/LeeM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/NguyenLM16,
author = {Hien Duy Nguyen and
Luke R. Lloyd{-}Jones and
Geoffrey J. McLachlan},
title = {A Block Minorization-Maximization Algorithm for Heteroscedastic Regression},
journal = {{IEEE} Signal Process. Lett.},
volume = {23},
number = {8},
pages = {1131--1135},
year = {2016},
url = {https://doi.org/10.1109/LSP.2016.2586180},
doi = {10.1109/LSP.2016.2586180},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/NguyenLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/LeeM16,
author = {Sharon X. Lee and
Geoffrey J. McLachlan},
editor = {Jinyan Li and
Xue Li and
Shuliang Wang and
Jianxin Li and
Quan Z. Sheng},
title = {Unsupervised Component-Wise {EM} Learning for Finite Mixtures of Skew
t-distributions},
booktitle = {Advanced Data Mining and Applications - 12th International Conference,
{ADMA} 2016, Gold Coast, QLD, Australia, December 12-15, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10086},
pages = {692--699},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-49586-6\_49},
doi = {10.1007/978-3-319-49586-6\_49},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adma/LeeM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/NgM16,
author = {Shu{-}Kay Ng and
Geoffrey J. McLachlan},
editor = {Tianhai Tian and
Qinghua Jiang and
Yunlong Liu and
Kevin Burrage and
Jiangning Song and
Yadong Wang and
Xiaohua Hu and
Shinichi Morishita and
Qian Zhu and
Guohua Wang},
title = {Finding group structures in "Big Data" in healthcare research
using mixture models},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2016, Shenzhen, China, December 15-18, 2016},
pages = {1214--1219},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BIBM.2016.7822692},
doi = {10.1109/BIBM.2016.7822692},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/NgM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/LeeLM16,
author = {Sharon X. Lee and
Kaleb L. Leemaqz and
Geoffrey J. McLachlan},
title = {A Simple Parallel {EM} Algorithm for Statistical Learning via Mixture
Models},
booktitle = {2016 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2016, Gold Coast, Australia, November 30
- December 2, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DICTA.2016.7796997},
doi = {10.1109/DICTA.2016.7796997},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/dicta/LeeLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeLM16,
author = {Sharon X. Lee and
Kaleb L. Leemaqz and
Geoffrey J. McLachlan},
title = {A block {EM} algorithm for multivariate skew normal and skew t-mixture
models},
journal = {CoRR},
volume = {abs/1608.02797},
year = {2016},
url = {http://arxiv.org/abs/1608.02797},
eprinttype = {arXiv},
eprint = {1608.02797},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeeLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/NguyenM15,
author = {Hien Duy Nguyen and
Geoffrey J. McLachlan},
title = {Maximum likelihood estimation of Gaussian mixture models without matrix
operations},
journal = {Adv. Data Anal. Classif.},
volume = {9},
number = {4},
pages = {371--394},
year = {2015},
url = {https://doi.org/10.1007/s11634-015-0209-7},
doi = {10.1007/S11634-015-0209-7},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adac/NguyenM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/BohningHMM14,
author = {Dankmar B{\"{o}}hning and
Christian Hennig and
Geoffrey J. McLachlan and
Paul D. McNicholas},
title = {The 2nd special issue on advances in mixture models},
journal = {Comput. Stat. Data Anal.},
volume = {71},
pages = {1--2},
year = {2014},
url = {https://doi.org/10.1016/j.csda.2013.10.010},
doi = {10.1016/J.CSDA.2013.10.010},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/BohningHMM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/NgM14,
author = {Shu{-}Kay Ng and
Geoffrey J. McLachlan},
title = {Mixture models for clustering multilevel growth trajectories},
journal = {Comput. Stat. Data Anal.},
volume = {71},
pages = {43--51},
year = {2014},
url = {https://doi.org/10.1016/j.csda.2012.12.007},
doi = {10.1016/J.CSDA.2012.12.007},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/NgM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/LeeM14,
author = {Sharon X. Lee and
Geoffrey J. McLachlan},
title = {Finite mixtures of multivariate skew t-distributions: some recent
and new results},
journal = {Stat. Comput.},
volume = {24},
number = {2},
pages = {181--202},
year = {2014},
url = {https://doi.org/10.1007/s11222-012-9362-4},
doi = {10.1007/S11222-012-9362-4},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/LeeM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/NguyenMCJ14,
author = {Hien Duy Nguyen and
Geoffrey J. McLachlan and
Nicolas Cherbuin and
Andrew L. Janke},
title = {False Discovery Rate Control in Magnetic Resonance Imaging Studies
via Markov Random Fields},
journal = {{IEEE} Trans. Medical Imaging},
volume = {33},
number = {8},
pages = {1735--1748},
year = {2014},
url = {https://doi.org/10.1109/TMI.2014.2322369},
doi = {10.1109/TMI.2014.2322369},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/NguyenMCJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/McLachlanR14,
author = {Geoffrey J. McLachlan and
Suren I. Rathnayake},
title = {On the number of components in a Gaussian mixture model},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {4},
number = {5},
pages = {341--355},
year = {2014},
url = {https://doi.org/10.1002/widm.1135},
doi = {10.1002/WIDM.1135},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/McLachlanR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/NguyenM14,
author = {Hien Duy Nguyen and
Geoffrey J. McLachlan},
title = {Asymptotic inference for hidden process regression models},
booktitle = {{IEEE} Workshop on Statistical Signal Processing, {SSP} 2014, Gold
Coast, Australia, June 29 - July 2, 2014},
pages = {256--259},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SSP.2014.6884624},
doi = {10.1109/SSP.2014.6884624},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ssp/NguyenM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/LeeM13,
author = {Sharon X. Lee and
Geoffrey J. McLachlan},
title = {On mixtures of skew normal and skew t-distributions},
journal = {Adv. Data Anal. Classif.},
volume = {7},
number = {3},
pages = {241--266},
year = {2013},
url = {https://doi.org/10.1007/s11634-013-0132-8},
doi = {10.1007/S11634-013-0132-8},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adac/LeeM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/BasfordMR13,
author = {Kaye E. Basford and
Geoffrey J. McLachlan and
Suren I. Rathnayake},
title = {On the classification of microarray gene-expression data},
journal = {Briefings Bioinform.},
volume = {14},
number = {4},
pages = {402--410},
year = {2013},
url = {https://doi.org/10.1093/bib/bbs056},
doi = {10.1093/BIB/BBS056},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/BasfordMR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sma/LeeM13,
author = {Sharon X. Lee and
Geoffrey J. McLachlan},
title = {Model-based clustering and classification with non-normal mixture
distributions},
journal = {Stat. Methods Appl.},
volume = {22},
number = {4},
pages = {427--454},
year = {2013},
url = {https://doi.org/10.1007/s10260-013-0237-4},
doi = {10.1007/S10260-013-0237-4},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sma/LeeM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sma/LeeM13a,
author = {Sharon X. Lee and
Geoffrey J. McLachlan},
title = {Rejoinder to the discussion of "Model-based clustering and classification
with non-normal mixture distributions"},
journal = {Stat. Methods Appl.},
volume = {22},
number = {4},
pages = {473--479},
year = {2013},
url = {https://doi.org/10.1007/s10260-013-0249-0},
doi = {10.1007/S10260-013-0249-0},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sma/LeeM13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/SunM13,
author = {Mingzhu Sun and
Geoffrey J. McLachlan},
editor = {Guo{-}Zheng Li and
Sunghoon Kim and
Michael Hughes and
Geoffrey J. McLachlan and
Hongye Sun and
Xiaohua Hu and
Habtom W. Ressom and
Baoyan Liu and
Michael N. Liebman},
title = {A common factor-analytic model for classification},
booktitle = {2013 {IEEE} International Conference on Bioinformatics and Biomedicine,
Shanghai, China, December 18-21, 2013},
pages = {19--24},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BIBM.2013.6732722},
doi = {10.1109/BIBM.2013.6732722},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/SunM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/NgM13,
author = {Shu{-}Kay Ng and
Geoffrey J. McLachlan},
editor = {Guo{-}Zheng Li and
Sunghoon Kim and
Michael Hughes and
Geoffrey J. McLachlan and
Hongye Sun and
Xiaohua Hu and
Habtom W. Ressom and
Baoyan Liu and
Michael N. Liebman},
title = {Using cluster analysis to improve gene selection in the formation
of discriminant rules for the prediction of disease outcomes},
booktitle = {2013 {IEEE} International Conference on Bioinformatics and Biomedicine,
Shanghai, China, December 18-21, 2013},
pages = {267--272},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BIBM.2013.6732501},
doi = {10.1109/BIBM.2013.6732501},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/NgM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/NguyenJCMSA13,
author = {Hien Duy Nguyen and
Andrew L. Janke and
Nicolas Cherbuin and
Geoffrey J. McLachlan and
Perminder S. Sachdev and
Kaarin Anstey},
title = {Spatial False Discovery Rate Control for Magnetic Resonance Imaging
Studies},
booktitle = {2013 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2013, Hobart, Australia, November 26-28,
2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/DICTA.2013.6691531},
doi = {10.1109/DICTA.2013.6691531},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/dicta/NguyenJCMSA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bibm/2013,
editor = {Guo{-}Zheng Li and
Sunghoon Kim and
Michael Hughes and
Geoffrey J. McLachlan and
Hongye Sun and
Xiaohua Hu and
Habtom W. Ressom and
Baoyan Liu and
Michael N. Liebman},
title = {2013 {IEEE} International Conference on Bioinformatics and Biomedicine,
Shanghai, China, December 18-21, 2013},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://ieeexplore.ieee.org/xpl/conhome/6716150/proceeding},
isbn = {978-1-4799-1309-1},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/WangNM12,
author = {Kui Wang and
Shu{-}Kay Ng and
Geoffrey J. McLachlan},
title = {Clustering of time-course gene expression profiles using normal mixture
models with autoregressive random effects},
journal = {{BMC} Bioinform.},
volume = {13},
pages = {300},
year = {2012},
url = {https://doi.org/10.1186/1471-2105-13-300},
doi = {10.1186/1471-2105-13-300},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/WangNM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/MelliWBBCDFGKGMPSZ12,
author = {Gabor Melli and
Xindong Wu and
Paul Beinat and
Francesco Bonchi and
Longbing Cao and
Rong Duan and
Christos Faloutsos and
Rayid Ghani and
Brendan Kitts and
Bart Goethals and
Geoffrey J. McLachlan and
Jian Pei and
Ashok Srivastava and
Osmar R. Za{\"{\i}}ane},
title = {Top-10 Data Mining Case Studies},
journal = {Int. J. Inf. Technol. Decis. Mak.},
volume = {11},
number = {2},
pages = {389--400},
year = {2012},
url = {https://doi.org/10.1142/S021962201240007X},
doi = {10.1142/S021962201240007X},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijitdm/MelliWBBCDFGKGMPSZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/12/McLachlan12,
author = {Geoffrey J. McLachlan},
editor = {Mohamed Medhat Gaber},
title = {An Enduring Interest in Classification: Supervised and Unsupervised},
booktitle = {Journeys to Data Mining},
pages = {147--171},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28047-4\_12},
doi = {10.1007/978-3-642-28047-4\_12},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/12/McLachlan12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BaekM11,
author = {Jangsun Baek and
Geoffrey J. McLachlan},
title = {Mixtures of common \emph{t}-factor analyzers for clustering high-dimensional
microarray data},
journal = {Bioinform.},
volume = {27},
number = {9},
pages = {1269--1276},
year = {2011},
url = {https://doi.org/10.1093/bioinformatics/btr112},
doi = {10.1093/BIOINFORMATICS/BTR112},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/BaekM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/NikulinHM11,
author = {Vladimir Nikulin and
Tian{-}Hsiang Huang and
Geoffrey J. McLachlan},
title = {Classification of High-Dimensional microarray Data with a Two-Step
Procedure via a Wilcoxon Criterion and Multilayer Perceptron},
journal = {Int. J. Comput. Intell. Appl.},
volume = {10},
number = {1},
pages = {1--14},
year = {2011},
url = {https://doi.org/10.1142/S1469026811002969},
doi = {10.1142/S1469026811002969},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/NikulinHM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/CaoMM10,
author = {Kim{-}Anh L{\^{e}} Cao and
Emmanuelle Meugnier and
Geoffrey J. McLachlan},
title = {Integrative mixture of experts to combine clinical factors and gene
markers},
journal = {Bioinform.},
volume = {26},
number = {9},
pages = {1192--1198},
year = {2010},
url = {https://doi.org/10.1093/bioinformatics/btq107},
doi = {10.1093/BIOINFORMATICS/BTQ107},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/CaoMM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/BaekMF10,
author = {Jangsun Baek and
Geoffrey J. McLachlan and
Lloyd K. Flack},
title = {Mixtures of Factor Analyzers with Common Factor Loadings: Applications
to the Clustering and Visualization of High-Dimensional Data},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {32},
number = {7},
pages = {1298--1309},
year = {2010},
url = {https://doi.org/10.1109/TPAMI.2009.149},
doi = {10.1109/TPAMI.2009.149},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/BaekMF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/NikulinHM10,
author = {Vladimir Nikulin and
Tian{-}Hsiang Huang and
Geoffrey J. McLachlan},
editor = {Taesung Park and
Stephen Kwok{-}Wing Tsui and
Luonan Chen and
Michael K. Ng and
Limsoon Wong and
Xiaohua Hu},
title = {A comparative study of two matrix factorization methods applied to
the classification of gene expression data},
booktitle = {2010 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2010, Hong Kong, China, December 18-21, 2010, Proceedings},
pages = {618--621},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/BIBM.2010.5706640},
doi = {10.1109/BIBM.2010.5706640},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/NikulinHM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biostec/NikulinM10,
author = {Vladimir Nikulin and
Geoffrey J. McLachlan},
editor = {Ana L. N. Fred and
Joaquim Filipe and
Hugo Gamboa},
title = {On the Gradient-based Algorithm for Matrix Factorization Applied to
Dimensionality Reduction},
booktitle = {{BIOINFORMATICS} 2010 - Proceedings of the First International Conference
on Bioinformatics, Valencia, Spain, January 20-23, 2010},
pages = {147--152},
publisher = {{INSTICC} Press},
year = {2010},
timestamp = {Fri, 29 Apr 2011 08:50:07 +0200},
biburl = {https://dblp.org/rec/conf/biostec/NikulinM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/McLachlan10,
author = {Geoffrey J. McLachlan},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Assessing the Significance of Groups in High-Dimensional Data},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {6},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.171},
doi = {10.1109/ICDM.2010.171},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/McLachlan10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NikulinM10,
author = {Vladimir Nikulin and
Geoffrey J. McLachlan},
title = {Identifying fiber bundles with regularised {\cyrchar\cyrk}-means clustering
applied to the grid-based data},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596562},
doi = {10.1109/IJCNN.2010.5596562},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/NikulinM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/PyneHWRLMBMTHJM10,
author = {Saumyadipta Pyne and
Xinli Hu and
Kui Wang and
Elizabeth Rossin and
Tsung{-}I Lin and
Lisa Maier and
Clare Baecher{-}Allan and
Geoffrey J. McLachlan and
Pablo Tamayo and
David Hafler and
Philip L. De Jager and
Jill P. Mesirov},
editor = {Bonnie Berger},
title = {Automated High-Dimensional Flow Cytometric Data Analysis},
booktitle = {Research in Computational Molecular Biology, 14th Annual International
Conference, {RECOMB} 2010, Lisbon, Portugal, April 25-28, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6044},
pages = {577},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12683-3\_41},
doi = {10.1007/978-3-642-12683-3\_41},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recomb/PyneHWRLMBMTHJM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-0506,
author = {Vladimir Nikulin and
Tian{-}Hsiang Huang and
Shu{-}Kay Ng and
Suren I. Rathnayake and
Geoffrey J. McLachlan},
title = {A Very Fast Algorithm for Matrix Factorization},
journal = {CoRR},
volume = {abs/1011.0506},
year = {2010},
url = {http://arxiv.org/abs/1011.0506},
eprinttype = {arXiv},
eprint = {1011.0506},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-0506.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/NikulinMN09,
author = {Vladimir Nikulin and
Geoffrey J. McLachlan and
Shu{-}Kay Ng},
editor = {Ann E. Nicholson and
Xiaodong Li},
title = {Ensemble Approach for the Classification of Imbalanced Data},
booktitle = {{AI} 2009: Advances in Artificial Intelligence, 22nd Australasian
Joint Conference, Melbourne, Australia, December 1-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5866},
pages = {291--300},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-10439-8\_30},
doi = {10.1007/978-3-642-10439-8\_30},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/NikulinMN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/NikulinM09,
author = {Vladimir Nikulin and
Geoffrey J. McLachlan},
editor = {Francesco Masulli and
Leif E. Peterson and
Roberto Tagliaferri},
title = {Penalized Principal Component Analysis of Microarray Data},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics,
6th International Meeting, {CIBB} 2009, Genoa, Italy, October 15-17,
2009, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6160},
pages = {82--96},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-14571-1\_7},
doi = {10.1007/978-3-642-14571-1\_7},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cibb/NikulinM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/WangNM09,
author = {Kui Wang and
Shu{-}Kay Ng and
Geoffrey J. McLachlan},
title = {Multivariate Skew t Mixture Models: Applications to Fluorescence-Activated
Cell Sorting Data},
booktitle = {{DICTA} 2009, Digital Image Computing: Techniques and Applications,
1-3 December 2009, Melbourne, Australia},
pages = {526--531},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/DICTA.2009.88},
doi = {10.1109/DICTA.2009.88},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dicta/WangNM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NikulinM09,
author = {Vladimir Nikulin and
Geoffrey J. McLachlan},
editor = {Gideon Dror and
Marc Boull{\'{e}} and
Isabelle Guyon and
Vincent Lemaire and
David Vogel},
title = {Classification of Imbalanced Marketing Data with Balanced Random Sets},
booktitle = {Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009},
series = {{JMLR} Proceedings},
volume = {7},
pages = {89--100},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v7/nikulin09.html},
timestamp = {Wed, 02 Sep 2020 16:33:16 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NikulinM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/JorgensenM08,
author = {Murray A. Jorgensen and
Geoffrey J. McLachlan},
title = {Wallace's Approach to Unsupervised Learning: The Snob Program},
journal = {Comput. J.},
volume = {51},
number = {5},
pages = {571--578},
year = {2008},
url = {https://doi.org/10.1093/comjnl/bxm121},
doi = {10.1093/COMJNL/BXM121},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cj/JorgensenM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WuKQGYMMNLYZSHS08,
author = {Xindong Wu and
Vipin Kumar and
J. Ross Quinlan and
Joydeep Ghosh and
Qiang Yang and
Hiroshi Motoda and
Geoffrey J. McLachlan and
Angus F. M. Ng and
Bing Liu and
Philip S. Yu and
Zhi{-}Hua Zhou and
Michael S. Steinbach and
David J. Hand and
Dan Steinberg},
title = {Top 10 algorithms in data mining},
journal = {Knowl. Inf. Syst.},
volume = {14},
number = {1},
pages = {1--37},
year = {2008},
url = {https://doi.org/10.1007/s10115-007-0114-2},
doi = {10.1007/S10115-007-0114-2},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/WuKQGYMMNLYZSHS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gfkl/McLachlanB08,
author = {Geoffrey J. McLachlan and
Jangsun Baek},
editor = {Andreas Fink and
Berthold Lausen and
Wilfried Seidel and
Alfred Ultsch},
title = {Clustering of High-Dimensional Data via Finite Mixture Models},
booktitle = {Advances in Data Analysis, Data Handling and Business Intelligence
- Proceedings of the 32nd Annual Conference of the Gesellschaft f{\"{u}}r
Klassifikation e.V., Joint Conference with the British Classification
Society {(BCS)} and the Dutch/Flemish Classification Society (VOC),
Helmut-Schmidt-University, Hamburg, July 16-18, 2008},
series = {Studies in Classification, Data Analysis, and Knowledge Organization},
pages = {33--44},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-01044-6\_3},
doi = {10.1007/978-3-642-01044-6\_3},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gfkl/McLachlanB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/NgM07,
author = {Shu{-}Kay Ng and
Geoffrey J. McLachlan},
title = {Extension of mixture-of-experts networks for binary classification
of hierarchical data},
journal = {Artif. Intell. Medicine},
volume = {41},
number = {1},
pages = {57--67},
year = {2007},
url = {https://doi.org/10.1016/j.artmed.2007.06.001},
doi = {10.1016/J.ARTMED.2007.06.001},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/NgM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BaekSM07,
author = {Jangsun Baek and
Young Sook Son and
Geoffrey J. McLachlan},
title = {Segmentation and intensity estimation of microarray images using a
gamma-t mixture model},
journal = {Bioinform.},
volume = {23},
number = {4},
pages = {458--465},
year = {2007},
url = {https://doi.org/10.1093/bioinformatics/btl630},
doi = {10.1093/BIOINFORMATICS/BTL630},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/BaekSM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/WangYLM07,
author = {Kui Wang and
Kelvin K. W. Yau and
Andy H. Lee and
Geoffrey J. McLachlan},
title = {Multilevel survival modelling of recurrent urinary tract infections},
journal = {Comput. Methods Programs Biomed.},
volume = {87},
number = {3},
pages = {225--229},
year = {2007},
url = {https://doi.org/10.1016/j.cmpb.2007.05.013},
doi = {10.1016/J.CMPB.2007.05.013},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/WangYLM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/McLachlanBJ07,
author = {Geoffrey J. McLachlan and
Richard W. Bean and
Liat Ben{-}Tovim Jones},
title = {Extension of the mixture of factor analyzers model to incorporate
the multivariate t-distribution},
journal = {Comput. Stat. Data Anal.},
volume = {51},
number = {11},
pages = {5327--5338},
year = {2007},
url = {https://doi.org/10.1016/j.csda.2006.09.015},
doi = {10.1016/J.CSDA.2006.09.015},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/McLachlanBJ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mcm/WangYLM07,
author = {Kui Wang and
Kelvin K. W. Yau and
Andy H. Lee and
Geoffrey J. McLachlan},
title = {Two-component Poisson mixture regression modelling of count data with
bivariate random effects},
journal = {Math. Comput. Model.},
volume = {46},
number = {11-12},
pages = {1468--1476},
year = {2007},
url = {https://doi.org/10.1016/j.mcm.2007.02.003},
doi = {10.1016/J.MCM.2007.02.003},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mcm/WangYLM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/NikulinM07,
author = {Vladimir Nikulin and
Geoffrey J. McLachlan},
editor = {Mehmet A. Orgun and
John Thornton},
title = {Merging Algorithm to Reduce Dimensionality in Application to Web-Mining},
booktitle = {{AI} 2007: Advances in Artificial Intelligence, 20th Australian Joint
Conference on Artificial Intelligence, Gold Coast, Australia, December
2-6, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4830},
pages = {755--761},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-76928-6\_88},
doi = {10.1007/978-3-540-76928-6\_88},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/NikulinM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/NgML06,
author = {Shu{-}Kay Ng and
Geoffrey J. McLachlan and
Andy H. Lee},
title = {An incremental EM-based learning approach for on-line prediction of
hospital resource utilization},
journal = {Artif. Intell. Medicine},
volume = {36},
number = {3},
pages = {257--267},
year = {2006},
url = {https://doi.org/10.1016/j.artmed.2005.07.003},
doi = {10.1016/J.ARTMED.2005.07.003},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/NgML06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/McLachlanBJ06,
author = {Geoffrey J. McLachlan and
Richard W. Bean and
Liat Ben{-}Tovim Jones},
title = {A simple implementation of a normal mixture approach to differential
gene expression in multiclass microarrays},
journal = {Bioinform.},
volume = {22},
number = {13},
pages = {1608--1615},
year = {2006},
url = {https://doi.org/10.1093/bioinformatics/btl148},
doi = {10.1093/BIOINFORMATICS/BTL148},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/McLachlanBJ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/NgMWJN06,
author = {Shu{-}Kay Ng and
Geoffrey J. McLachlan and
Kui Wang and
Liat Ben{-}Tovim Jones and
S.{-}W. Ng},
title = {A Mixture model with random-effects components for clustering correlated
gene-expression profiles},
journal = {Bioinform.},
volume = {22},
number = {14},
pages = {1745--1752},
year = {2006},
url = {https://doi.org/10.1093/bioinformatics/btl165},
doi = {10.1093/BIOINFORMATICS/BTL165},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/NgMWJN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/JonesBMZ06,
author = {Liat Ben{-}Tovim Jones and
Richard Bean and
Geoffrey J. McLachlan and
Justin Xi Zhu},
title = {Mixture Models for Detecting Differentially Expressed Genes in Microarrays},
journal = {Int. J. Neural Syst.},
volume = {16},
number = {5},
pages = {353--362},
year = {2006},
url = {https://doi.org/10.1142/S0129065706000755},
doi = {10.1142/S0129065706000755},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijns/JonesBMZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/NgM05,
author = {Shu{-}Kay Ng and
Geoffrey J. McLachlan},
editor = {Shichao Zhang and
Ray Jarvis},
title = {Normalized Gaussian Networks with Mixed Feature Data},
booktitle = {{AI} 2005: Advances in Artificial Intelligence, 18th Australian Joint
Conference on Artificial Intelligence, Sydney, Australia, December
5-9, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3809},
pages = {879--882},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11589990\_101},
doi = {10.1007/11589990\_101},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/NgM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/BeanM05,
author = {Richard Bean and
Geoffrey J. McLachlan},
editor = {Marcus Gallagher and
James M. Hogan and
Fr{\'{e}}d{\'{e}}ric Maire},
title = {Cluster Analysis of High-Dimensional Data: {A} Case Study},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2005,
6th International Conference, Brisbane, Australia, July 6-8, 2005,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3578},
pages = {302--310},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11508069\_40},
doi = {10.1007/11508069\_40},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/BeanM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/JonesBMZ05,
author = {Liat Ben{-}Tovim Jones and
Richard Bean and
Geoffrey J. McLachlan and
Justin Xi Zhu},
editor = {Marcus Gallagher and
James M. Hogan and
Fr{\'{e}}d{\'{e}}ric Maire},
title = {Application of Mixture Models to Detect Differentially Expressed Genes},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2005,
6th International Conference, Brisbane, Australia, July 6-8, 2005,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3578},
pages = {422--431},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11508069\_55},
doi = {10.1007/11508069\_55},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/JonesBMZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/NgM04,
author = {Shu{-}Kay Ng and
Geoffrey J. McLachlan},
title = {Speeding up the {EM} algorithm for mixture model-based segmentation
of magnetic resonance images},
journal = {Pattern Recognit.},
volume = {37},
number = {8},
pages = {1573--1589},
year = {2004},
url = {https://doi.org/10.1016/j.patcog.2004.02.012},
doi = {10.1016/J.PATCOG.2004.02.012},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/NgM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/NgM04,
author = {Shu{-}Kay Ng and
Geoffrey J. McLachlan},
title = {Using the {EM} algorithm to train neural networks: misconceptions
and a new algorithm for multiclass classification},
journal = {{IEEE} Trans. Neural Networks},
volume = {15},
number = {3},
pages = {738--749},
year = {2004},
url = {https://doi.org/10.1109/TNN.2004.826217},
doi = {10.1109/TNN.2004.826217},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/NgM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apbc/McLachlanCMAZ04,
author = {Geoffrey J. McLachlan and
Soong Chang and
Jess Mar and
Christophe Ambroise and
Justin Xi Zhu},
editor = {Yi{-}Ping Phoebe Chen},
title = {On the Simultaneous Use of Clinical and Microarray Expression Data
in the Cluster Analysis of Tissue Samples},
booktitle = {Second Asia-Pacific Bioinformatics Conference {(APBC} 2004), January
18-22, 2004, Dunedin, New Zealand},
series = {{CRPIT}},
volume = {29},
pages = {167--171},
publisher = {Australian Computer Society},
year = {2004},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV29McLachlan.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apbc/McLachlanCMAZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/McLachlanPB03,
author = {Geoffrey J. McLachlan and
David Peel and
Richard W. Bean},
title = {Modelling high-dimensional data by mixtures of factor analyzers},
journal = {Comput. Stat. Data Anal.},
volume = {41},
number = {3-4},
pages = {379--388},
year = {2003},
url = {https://doi.org/10.1016/S0167-9473(02)00183-4},
doi = {10.1016/S0167-9473(02)00183-4},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/McLachlanPB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/MarM03,
author = {J. C. Mar and
Geoffrey J. McLachlan},
title = {Model-Based Clustering In Gene Expression Microarrays: An Application
To Breast Cancer Data},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {13},
number = {6},
pages = {579--592},
year = {2003},
url = {https://doi.org/10.1142/S0218194003001482},
doi = {10.1142/S0218194003001482},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/MarM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/NgM03,
author = {Shu{-}Kay Ng and
Geoffrey J. McLachlan},
title = {On the choice of the number of blocks with the incremental {EM} algorithm
for the fitting of normal mixtures},
journal = {Stat. Comput.},
volume = {13},
number = {1},
pages = {45--55},
year = {2003},
url = {https://doi.org/10.1023/A:1021987710829},
doi = {10.1023/A:1021987710829},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/NgM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apbc/MarM03,
author = {J. C. Mar and
Geoffrey J. McLachlan},
editor = {Yi{-}Ping Phoebe Chen},
title = {Model-Based Clustering in Gene Expression Microarrays: An Application
to Breast Cancer Data},
booktitle = {First Asia-Pacific Bioinformatics Conference {(APBC} 2003), February
4-7, 2003, Adelaide, Australia},
series = {{CRPIT}},
volume = {19},
pages = {139--144},
publisher = {Australian Computer Society},
year = {2003},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV19Mar.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apbc/MarM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/NgM03,
author = {Shu{-}Kay Ng and
Geoffrey J. McLachlan},
editor = {Changming Sun and
Hugues Talbot and
S{\'{e}}bastien Ourselin and
Tony Adriaansen},
title = {Robust Estimation in Gaussian Mixtures Using Multiresolution Kd-trees},
booktitle = {Proceedings of the Seventh International Conference on Digital Image
Computing: Techniques and Applications, {DICTA} 2003, 10-12 December
2003, Macquarie University, Sydney, Australia},
pages = {145--154},
publisher = {{CSIRO} Publishing},
year = {2003},
url = {http://www.cmis.csiro.au/Hugues.Talbot/dicta2003/cdrom/pdf/0145.pdf},
timestamp = {Mon, 30 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dicta/NgM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/McLachlanBP02,
author = {Geoffrey J. McLachlan and
Richard W. Bean and
David Peel},
title = {A mixture model-based approach to the clustering of microarray expression
data},
journal = {Bioinform.},
volume = {18},
number = {3},
pages = {413--422},
year = {2002},
url = {https://doi.org/10.1093/bioinformatics/18.3.413},
doi = {10.1093/BIOINFORMATICS/18.3.413},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/McLachlanBP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CadezSMM02,
author = {Igor V. Cadez and
Padhraic Smyth and
Geoffrey J. McLachlan and
Christine E. McLaren},
title = {Maximum Likelihood Estimation of Mixture Densities for Binned and
Truncated Multivariate Data},
journal = {Mach. Learn.},
volume = {47},
number = {1},
pages = {7--34},
year = {2002},
url = {https://doi.org/10.1023/A:1013679611503},
doi = {10.1023/A:1013679611503},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CadezSMM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/wi/McLachlan00,
author = {Geoffrey J. McLachlan and
David Peel},
title = {Finite Mixture Models},
series = {Wiley Series in Probability and Statistics},
publisher = {Wiley},
year = {2000},
url = {https://doi.org/10.1002/0471721182},
doi = {10.1002/0471721182},
isbn = {978-0-47100626-8},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/wi/McLachlan00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/PeelM00,
author = {David Peel and
Geoffrey J. McLachlan},
title = {Robust mixture modelling using the t distribution},
journal = {Stat. Comput.},
volume = {10},
number = {4},
pages = {339--348},
year = {2000},
url = {https://doi.org/10.1023/A:1008981510081},
doi = {10.1023/A:1008981510081},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/PeelM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/McLachlanP00,
author = {Geoffrey J. McLachlan and
David Peel},
editor = {Pat Langley},
title = {Mixtures of Factor Analyzers},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {599--606},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Sun, 21 Feb 2010 20:54:50 +0100},
biburl = {https://dblp.org/rec/conf/icml/McLachlanP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CadezMSM99,
author = {Igor V. Cadez and
Christine E. McLaren and
Padhraic Smyth and
Geoffrey J. McLachlan},
editor = {Ivan Bratko and
Saso Dzeroski},
title = {Hierarchical Models for Screening of Iron Deficiency Anemia},
booktitle = {Proceedings of the Sixteenth International Conference on Machine Learning
{(ICML} 1999), Bled, Slovenia, June 27 - 30, 1999},
pages = {77--86},
publisher = {Morgan Kaufmann},
year = {1999},
timestamp = {Tue, 03 Dec 2002 12:31:12 +0100},
biburl = {https://dblp.org/rec/conf/icml/CadezMSM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/McLachlanP98,
author = {Geoffrey J. McLachlan and
David Peel},
editor = {Anil K. Jain and
Svetha Venkatesh and
Brian C. Lovell},
title = {{MIXFIT:} an algorithm for the automatic fitting and testing of normal
mixture models},
booktitle = {Fourteenth International Conference on Pattern Recognition, {ICPR}
1998, Brisbane, Australia, 16-20 August, 1998},
pages = {553--557},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ICPR.1998.711203},
doi = {10.1109/ICPR.1998.711203},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/McLachlanP98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FeeldersCM98,
author = {A. J. Feelders and
Soong Chang and
Geoffrey J. McLachlan},
editor = {Rakesh Agrawal and
Paul E. Stolorz and
Gregory Piatetsky{-}Shapiro},
title = {Mining in the Presence of Selectivity Bias and its Application to
Reject Inference},
booktitle = {Proceedings of the Fourth International Conference on Knowledge Discovery
and Data Mining (KDD-98), New York City, New York, USA, August 27-31,
1998},
pages = {199--203},
publisher = {{AAAI} Press},
year = {1998},
url = {http://www.aaai.org/Library/KDD/1998/kdd98-033.php},
timestamp = {Tue, 07 Nov 2017 16:24:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FeeldersCM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/McLachlanP98,
author = {Geoffrey J. McLachlan and
David Peel},
editor = {Adnan Amin and
Dov Dori and
Pavel Pudil and
Herbert Freeman},
title = {Robust Cluster Analysis via Mixtures of Multivariate t-Distributions},
booktitle = {Advances in Pattern Recognition, Joint {IAPR} International Workshops
{SSPR} '98 and {SPR} '98, Sydney, NSW, Australia, August 11-13, 1998,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1451},
pages = {658--666},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0033290},
doi = {10.1007/BFB0033290},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/sspr/McLachlanP98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spic/McLachlanPW96,
author = {Geoffrey J. McLachlan and
David Peel and
W. J. Whiten},
title = {Maximum likelihood clustering via normal mixture models},
journal = {Signal Process. Image Commun.},
volume = {8},
number = {2},
pages = {105--111},
year = {1996},
url = {https://doi.org/10.1016/0923-5965(95)00039-9},
doi = {10.1016/0923-5965(95)00039-9},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spic/McLachlanPW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LawokoM89,
author = {Charles R. O. Lawoko and
Geoffrey J. McLachlan},
title = {Bias associated with the discriminant analysis approach to the estimation
of mixing proportions},
journal = {Pattern Recognit.},
volume = {22},
number = {6},
pages = {763--766},
year = {1989},
url = {https://doi.org/10.1016/0031-3203(89)90012-5},
doi = {10.1016/0031-3203(89)90012-5},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LawokoM89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LawokoM88,
author = {Charles R. O. Lawoko and
Geoffrey J. McLachlan},
title = {Further results on discrimination with autocorrelated observations},
journal = {Pattern Recognit.},
volume = {21},
number = {1},
pages = {69--72},
year = {1988},
url = {https://doi.org/10.1016/0031-3203(88)90073-8},
doi = {10.1016/0031-3203(88)90073-8},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LawokoM88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LawokoM86,
author = {Charles R. O. Lawoko and
Geoffrey J. McLachlan},
title = {Asymptotic error rates of the {W} and {Z} statistics when the training
observations are dependent},
journal = {Pattern Recognit.},
volume = {19},
number = {6},
pages = {467--471},
year = {1986},
url = {https://doi.org/10.1016/0031-3203(86)90045-2},
doi = {10.1016/0031-3203(86)90045-2},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LawokoM86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LawokoM85,
author = {Charles R. O. Lawoko and
Geoffrey J. McLachlan},
title = {Discrimination with autocorrelated observations},
journal = {Pattern Recognit.},
volume = {18},
number = {2},
pages = {145--149},
year = {1985},
url = {https://doi.org/10.1016/0031-3203(85)90038-X},
doi = {10.1016/0031-3203(85)90038-X},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LawokoM85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LawokoM83,
author = {Charles R. O. Lawoko and
Geoffrey J. McLachlan},
title = {Some asymptotic results on the effect of autocorrelation on the error
rates of the sample linear discriminant function},
journal = {Pattern Recognit.},
volume = {16},
number = {1},
pages = {119--121},
year = {1983},
url = {https://doi.org/10.1016/0031-3203(83)90014-6},
doi = {10.1016/0031-3203(83)90014-6},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LawokoM83.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/nh/82/McLachlan82,
author = {Geoffrey J. McLachlan},
editor = {Paruchuri R. Krishnaiah and
Laveen N. Kanal},
title = {9 The classification and mixture maximum likelihood approaches to
cluster analysis},
booktitle = {Classification, Pattern Recognition and Reduction of Dimensionality},
series = {Handbook of Statistics},
volume = {2},
pages = {199--208},
publisher = {North-Holland},
year = {1982},
url = {https://doi.org/10.1016/s0169-7161(82)02012-4},
doi = {10.1016/S0169-7161(82)02012-4},
timestamp = {Tue, 23 Jun 2020 14:02:52 +0200},
biburl = {https://dblp.org/rec/books/nh/82/McLachlan82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GanesalingamM80,
author = {S. Ganesalingam and
Geoffrey J. McLachlan},
title = {Error rate estimation on the basis of posterior probabilities},
journal = {Pattern Recognit.},
volume = {12},
number = {6},
pages = {405--413},
year = {1980},
url = {https://doi.org/10.1016/0031-3203(80)90016-3},
doi = {10.1016/0031-3203(80)90016-3},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/GanesalingamM80.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/McLachlan77,
author = {Geoffrey J. McLachlan},
title = {A note on the choice of a weighting function to give an efficient
method for estimating the probability of misclassification},
journal = {Pattern Recognit.},
volume = {9},
number = {3},
pages = {147--149},
year = {1977},
url = {https://doi.org/10.1016/0031-3203(77)90012-7},
doi = {10.1016/0031-3203(77)90012-7},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/McLachlan77.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/McLachlan76,
author = {Geoffrey J. McLachlan},
title = {Further results on the effect of intraclass correlation among training
samples in discriminant analysis},
journal = {Pattern Recognit.},
volume = {8},
number = {4},
pages = {273--275},
year = {1976},
url = {https://doi.org/10.1016/0031-3203(76)90047-9},
doi = {10.1016/0031-3203(76)90047-9},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/McLachlan76.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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