Geoffrey J. McLachlan : rechercher sur Z-Library

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1

Top 10 algorithms in data mining

Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinb

Journal:

Knowledge and Information Systems

Année:

2008

Langue:

english

Fichier:

PDF, 783 KB

english, 2008

2

Finite Mixture Models

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

Journal:

Annual Review of Statistics and Its Application

Année:

2019

Langue:

english

Fichier:

PDF, 958 KB

english, 2019

3

On the number of components in a Gaussian mixture model

McLachlan, Geoffrey J., Rathnayake, Suren

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Année:

2014

Langue:

english

Fichier:

PDF, 598 KB

english, 2014

4

Maximum likelihood estimation of Gaussian mixture models without matrix operations

Nguyen, Hien D., McLachlan, Geoffrey J.

Journal:

Advances in Data Analysis and Classification

Année:

2015

Langue:

english

Fichier:

PDF, 977 KB

english, 2015

5

On mixtures of skew normal and skew(t)-distributions

Sharon X. Lee, Geoffrey J. McLachlan

Journal:

Advances in Data Analysis and Classification

Année:

2013

Langue:

english

Fichier:

PDF, 491 KB

english, 2013

6

A score test for overdispersion in zero-inflated poisson mixed regression model

Liming Xiang, Andy H. Lee, Kelvin K. W. Yau, Geoffrey J. McLachlan

Journal:

Statistics in Medicine

Année:

2007

Langue:

english

Fichier:

PDF, 472 KB

english, 2007

7

Maximum Pseudolikelihood Estimation for Model-Based Clustering of Time Series Data

Nguyen, Hien D., McLachlan, Geoffrey J., Orban, Pierre, Bellec, Pierre, Janke, Andrew L.

Journal:

Neural Computation

Année:

2017

Langue:

english

Fichier:

PDF, 2.23 MB

english, 2017

8

Speeding up the EM algorithm for mixture model-based segmentation of magnetic resonance images

Shu-Kay Ng, Geoffrey J. McLachlan

Journal:

Pattern Recognition

Année:

2004

Langue:

english

Fichier:

PDF, 443 KB

english, 2004

9

Discriminant analysis

Geoffrey J. McLachlan

Journal:

Wiley Interdisciplinary Reviews: Computational Statistics

Année:

2012

Langue:

english

Fichier:

PDF, 204 KB

english, 2012

10

[Wiley Series in Probability and Statistics] Finite Mixture Models (McLachlan/Finite Mixture Models) || Multivariate Normal Mixtures

McLachlan, Geoffrey, Peel, David

Année:

2000

Fichier:

PDF, 1.44 MB

2000

11

Clustering of time-course gene expression profiles using normal mixture models with autoregressive random effects

Kui Wang, Shu Kay Ng, Geoffrey J McLachlan

Journal:

BMC Bioinformatics

Année:

2012

Langue:

english

Fichier:

PDF, 651 KB

english, 2012

12

Model-based clustering and classification with non-normal mixture distributions

Sharon X. Lee, Geoffrey J. McLachlan

Journal:

Statistical Methods & Applications

Année:

2013

Langue:

english

Fichier:

PDF, 805 KB

english, 2013

13

Mixtures of spatial spline regressions for clustering and classification

Nguyen, Hien D., McLachlan, Geoffrey J., Wood, Ian A.

Journal:

Computational Statistics & Data Analysis

Année:

2014

Langue:

english

Fichier:

PDF, 720 KB

english, 2014

14

Multi-level zero-inflated Poisson regression modelling of correlated count data with excess zeros

Lee, Andy H., Wang, Kui, Scott, Jane A., Yau, Kelvin K.W., McLachlan, Geoffrey J.

Journal:

Statistical Methods in Medical Research

Année:

2006

Langue:

english

Fichier:

PDF, 322 KB

english, 2006

15

Book reviews

Wheeler, Geoffrey, Conolly, Violet, Yapp, M. E., Rumbold, Algernon, Griffiths, Percival, Addy, Premen, Kellas, A. R. H., Zinkin, Taya, Zinkin, Maurice, Ahmed, Akbar S., Mango, Andrew, McLachlan, Keith

Journal:

Année:

1983

Langue:

english

Fichier:

PDF, 2.64 MB

english, 1983

16

Finite mixtures of canonical fundamental skew\(t\)-distributions

Lee, Sharon X., McLachlan, Geoffrey J.

Journal:

Statistics and Computing

Année:

2016

Langue:

english

Fichier:

PDF, 2.20 MB

english, 2016

17

Laplace mixture autoregressive models

Nguyen, Hien D., McLachlan, Geoffrey J., Ullmann, Jeremy F.P., Janke, Andrew L.

Journal:

Statistics & Probability Letters

Année:

2016

Langue:

english

Fichier:

PDF, 611 KB

english, 2016

18

Extending mixtures of factor models using the restricted multivariate skew-normal distribution

Lin, Tsung-I, McLachlan, Geoffrey J., Lee, Sharon X.

Journal:

Journal of Multivariate Analysis

Année:

2016

Langue:

english

Fichier:

PDF, 1.68 MB

english, 2016

19

[Wiley Series in Probability and Statistics] The EM Algorithm and Extensions, 2E || Frontmatter

McLachlan, Geoffrey J., Krishnan, Thriyambakam

Année:

2008

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2008

20

[Wiley Series in Probability and Statistics] Finite Mixture Models (McLachlan/Finite Mixture Models) || Wiley Series in Probability and Statistics

McLachlan, Geoffrey, Peel, David

Année:

2000

Fichier:

PDF, 417 KB

2000

21

A Block Minorization–Maximization Algorithm for Heteroscedastic Regression

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

Journal:

IEEE Signal Processing Letters

Année:

2016

Langue:

english

Fichier:

PDF, 262 KB

english, 2016

22

[IEEE 2017 IEEE Trustcom/BigDataSE/ICESS - Sydney, Australia (2017.8.1-2017.8.4)] 2017 IEEE Trustcom/BigDataSE/ICESS - Corruption-Resistant Privacy Preserving Distributed EM Algorithm for Model-Based Clustering

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

Année:

2017

Langue:

english

Fichier:

PDF, 226 KB

english, 2017

23

Multilevel model with random effects for clustered survival data with multiple failure outcomes

Tawiah, Richard, Yau, Kelvin K.W., McLachlan, Geoffrey J., Chambers, Suzanne K., Ng, Shu-Kay

Journal:

Statistics in Medicine

Année:

2018

Langue:

english

Fichier:

PDF, 951 KB

english, 2018

24

Mixture cure models with time-varying and multilevel frailties for recurrent event data

Tawiah, Richard, McLachlan, Geoffrey J, Ng, Shu Kay

Journal:

Statistical Methods in Medical Research

Année:

2019

Langue:

english

Fichier:

PDF, 409 KB

english, 2019

25

[Wiley Series in Probability and Statistics] Discriminant Analysis and Statistical Pattern Recognition (McLachlan/Discriminant Analysis & Pattern Recog) ||

McLachlan, Geoffrey J.

Année:

1992

Langue:

english

Fichier:

PDF, 38.22 MB

english, 1992

26

Mini-batch learning of exponential family finite mixture models

Nguyen, Hien D., Forbes, Florence, McLachlan, Geoffrey J.

Journal:

Statistics and Computing

Année:

2020

Langue:

english

Fichier:

PDF, 2.21 MB

english, 2020

27

Growth arrest-specific gene 6 expression in proliferating rabbit vascular smooth muscle cells in vitro and in vivo

Jianlin Yin, Craig McLachlan, Xavier Chaufour, Mark A. McGuire, Geoffrey White, Virginia Turner, Nicholas J. C. King, Brett D. Hambly

Journal:

ELECTROPHORESIS

Année:

2000

Langue:

english

Fichier:

PDF, 533 KB

english, 2000

28

Maternity Length of Stay Modelling by Gamma Mixture Regression with Random Effects

Andy H. Lee, Kui Wang, Kelvin K. W. Yau, Geoffrey J. McLachlan, Shu Kay Ng

Journal:

Biometrical Journal

Année:

2007

Langue:

english

Fichier:

PDF, 143 KB

english, 2007

29

Two-component Poisson mixture regression modelling of count data with bivariate random effects

Kui Wang, Kelvin K.W. Yau, Andy H. Lee, Geoffrey J. McLachlan

Journal:

Mathematical and Computer Modelling

Année:

2007

Langue:

english

Fichier:

PDF, 210 KB

english, 2007

30

A very fast algorithm for matrix factorization

Vladimir Nikulin, Tian-Hsiang Huang, Shu-Kay Ng, Suren I. Rathnayake, Geoffrey J. McLachlan

Journal:

Statistics & Probability Letters

Année:

2011

Langue:

english

Fichier:

PDF, 530 KB

english, 2011

31

A score test for zero-inflation in correlated count data

Liming Xiang, Andy H. Lee, Kelvin K. W. Yau, Geoffrey J. McLachlan

Journal:

Statistics in Medicine

Année:

2006

Langue:

english

Fichier:

PDF, 860 KB

english, 2006

32

A score test for assessing the cured proportion in the long-term survivor mixture model

Yun Zhao, Andy H. Lee, Kelvin K. W. Yau, Valerie Burke, Geoffrey J. McLachlan

Journal:

Statistics in Medicine

Année:

2009

Langue:

english

Fichier:

PDF, 267 KB

english, 2009

33

The mixture method of clustering applied to three-way data

Kaye E. Basford, Geoffrey J. McLachlan

Journal:

Journal of Classification

Année:

1985

Langue:

english

Fichier:

PDF, 1.04 MB

english, 1985

34

Predictors of participation in clinical and psychosocial follow-up of the kConFab breast cancer family cohort

Kelly-Anne Phillips, Phyllis N. Butow, Ailsa E. Stewart, Jiun-Horng Chang, Prue C. Weideman, Melanie A. Price, Sue Anne McLachlan, kConFab Investigators, Geoffrey J. Lindeman, Michael J. McKay, Michae

Journal:

Familial Cancer

Année:

2005

Langue:

english

Fichier:

PDF, 218 KB

english, 2005

35

Comments on: Augmenting the bootstrap to analyze high dimensional genomic data

Geoffrey J. McLachlan, K. Wang, S. K. Ng

Journal:

Année:

2008

Langue:

english

Fichier:

PDF, 218 KB

english, 2008

36

The analysis of time-related events after cardiac surgery

David C. McGiffen, Geoffrey J. McLachlan

Journal:

The Australasian Journal of Cardiac and Thoracic Surgery

Année:

1991

Langue:

english

Fichier:

PDF, 261 KB

english, 1991

37

An incremental EM-based learning approach for on-line prediction of hospital resource utilization

Shu-Kay Ng, Geoffrey J. McLachlan, Andy H. Lee

Journal:

Artificial Intelligence in Medicine

Année:

2006

Langue:

english

Fichier:

PDF, 299 KB

english, 2006

38

Extension of mixture-of-experts networks for binary classification of hierarchical data

Shu-Kay Ng, Geoffrey J. McLachlan

Journal:

Artificial Intelligence in Medicine

Année:

2007

Langue:

english

Fichier:

PDF, 320 KB

english, 2007

39

Multilevel survival modelling of recurrent urinary tract infections

Kui Wang, Kelvin K.W. Yau, Andy H. Lee, Geoffrey J. McLachlan

Journal:

Computer Methods and Programs in Biomedicine

Année:

2007

Langue:

english

Fichier:

PDF, 154 KB

english, 2007

40

An analysis of valve re-replacement after aortic valve replacement with biologic devices

David C. McGiffin, Andrew J. Galbraith, Mark F. O'Brien, Geoffrey J. McLachlan, David C. Naftel, Peter Adams, Seenu Reddy, Lesley Early

Journal:

The Journal of Thoracic and Cardiovascular Surgery

Année:

1997

Langue:

english

Fichier:

PDF, 864 KB

english, 1997

41

Relationship of platelet aggregation to bleeding after cardiopulmonary bypass

Michael J. Ray, Geoffrey A.T. Hawson, Sarah J.E. Just, Geoffery McLachlan, Mark O'Brien

Journal:

The Annals of Thoracic Surgery

Année:

1994

Langue:

english

Fichier:

PDF, 1.03 MB

english, 1994

42

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

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

Journal:

European Journal of Cancer

Année:

2010

Langue:

english

Fichier:

PDF, 4.33 MB

english, 2010

43

Distribution of transferrin saturation in an Australian population: Relevance to the early diagnosis of hemochromatosis

Christine E. McLaren, Geoffrey J. McLachlan, June W. Halliday, Sonja I. Webb, Barbara A. Leggett, Elizabeth C. Jazwinska, Darrell H.G. Crawford, Victor R. Gordeuk, Gordon D. McLaren, Lawrie W. Powell

Journal:

Gastroenterology

Année:

1998

Langue:

english

Fichier:

PDF, 151 KB

english, 1998

44

Apoptosis of vascular smooth muscle cells induced by cholesterol and its oxides in vitro and in vivo

Jianlin Yin, Xavier Chaufour, Craig McLachlan, Mark McGuire, Geoffrey White, Nicholas King, Brett Hambly

Journal:

Atherosclerosis

Année:

2000

Langue:

english

Fichier:

PDF, 1.08 MB

english, 2000

45

[Wiley Series in Probability and Statistics] Discriminant Analysis and Statistical Pattern Recognition (McLachlan/Discriminant Analysis & Pattern Recog) || Data Analytic Considerations with Normal Theory-Based Discriminant Analysis

McLachlan, Geoffrey J.

Année:

1992

Langue:

english

Fichier:

PDF, 3.23 MB

english, 1992

46

[Wiley Series in Probability and Statistics] Discriminant Analysis and Statistical Pattern Recognition (McLachlan/Discriminant Analysis & Pattern Recog) || Likelihood-Based Approaches to Discrimination

McLachlan, Geoffrey J.

Année:

1992

Langue:

english

Fichier:

PDF, 1.88 MB

english, 1992

47

[Wiley Series in Probability and Statistics] Discriminant Analysis and Statistical Pattern Recognition (McLachlan/Discriminant Analysis & Pattern Recog) || Assessing the Reliability of the Estimated Posterior Probabilities of Group Membership

McLachlan, Geoffrey J.

Année:

1992

Langue:

english

Fichier:

PDF, 1.10 MB

english, 1992

48

[Wiley Series in Probability and Statistics] Discriminant Analysis and Statistical Pattern Recognition (McLachlan/Discriminant Analysis & Pattern Recog) || References

McLachlan, Geoffrey J.

Année:

1992

Langue:

english

Fichier:

PDF, 4.18 MB

english, 1992

49

[Wiley Series in Probability and Statistics] Discriminant Analysis and Statistical Pattern Recognition (McLachlan/Discriminant Analysis & Pattern Recog) || Nonparametric Discrimination

McLachlan, Geoffrey J.

Année:

1992

Langue:

english

Fichier:

PDF, 3.47 MB

english, 1992

50

[Wiley Series in Probability and Statistics] Discriminant Analysis and Statistical Pattern Recognition (McLachlan/Discriminant Analysis & Pattern Recog) || Author Index

McLachlan, Geoffrey J.

Année:

1992

Langue:

english

Fichier:

PDF, 1.01 MB

english, 1992