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Scopus Author ID: 22978911100

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Employment (5)

Paris 13 University: Villetaneuse, FR

2014 to 2017
Employment
Source: Self-asserted source
Tarn Duong

Sorbonne Université: Paris, FR

2012 to 2014
Employment
Source: Self-asserted source
Tarn Duong

Institut Curie: Paris, FR

2010 to 2012
Employment
Source: Self-asserted source
Tarn Duong

Institut Pasteur: Paris, FR

2007 to 2009
Employment
Source: Self-asserted source
Tarn Duong

University of New South Wales: Sydney, NSW, AU

2005 to 2007
Employment
Source: Self-asserted source
Tarn Duong

Education and qualifications (2)

The University of Western Australia: Perth, WA, AU

2001 to 2004 | Ph.D.
Education
Source: Self-asserted source
Tarn Duong

The University of Western Australia: Perth, WA, AU

1995 to 1998 | BCM (Hons)
Education
Source: Self-asserted source
Tarn Duong

Works (35)

Statistical visualisation of tidy and geospatial data in R via kernel smoothing methods in the eks package

Computational Statistics
2024-09-14 | Journal article
DOI: 10.1007/s00180-024-01543-9
Contributors: Tarn Duong
Source: check_circle
Crossref

Bayesian hierarchical models for the prediction of the driver flow and passenger waiting times in a stochastic carpooling service

Journal of Applied Statistics
2022-01-24 | Journal article
DOI: 10.1080/02664763.2022.2026896
Part of ISSN: 0266-4763
Part of ISSN: 1360-0532
Source: Self-asserted source
Tarn Duong

A New Nearest Neighbor Median Shift Clustering for Binary Data

Lecture Notes in Computer Science
2021 | Book chapter
DOI: 10.1007/978-3-030-86383-8_8
Part of ISBN: 9783030863821
Part of ISBN: 9783030863838
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Tarn Duong
grade
Preferred source (of 2)‎

Relaxing door-to-door matching reduces passenger waiting times: A workflow for the analysis of driver GPS traces in a stochastic carpooling service

Transportation Engineering
2021-06 | Journal article
DOI: 10.1016/j.treng.2021.100061
Part of ISSN: 2666-691X
Source: Self-asserted source
Tarn Duong

A Big Data Platform for Enhancing Life Imaging Activities

Advances in Business Information Systems and Analytics
2019 | Book chapter
DOI: 10.4018/978-1-5225-4963-5.ch002
Part of ISBN: 9781522549635
Part of ISBN: 9781522549642
Part of ISSN: 2327-3275
Part of ISSN: 2327-3283
Source: Self-asserted source
Tarn Duong

A Complete Data Science Work-flow for Insurance Field

Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018
2019 | Conference paper
DOI: 10.1109/BigData.2018.8622534
EID:

2-s2.0-85062589233
Contributors: Ghesmoune, M.; Lebbah, M.; Azzag, H.; Benbernou, S.; Ouziri, M.; Duong, T.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

A distributed approximate nearest neighbors algorithm for efficient large scale mean shift clustering

Journal of Parallel and Distributed Computing
2019 | Journal article
DOI: 10.1016/j.jpdc.2019.07.015
EID:

2-s2.0-85071951827

Part of ISBN:

07437315
Contributors: Beck, G.; Duong, T.; Lebbah, M.; Azzag, H.; Cérin, C.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Tail density estimation for exploratory data analysis using kernel methods

Journal of Nonparametric Statistics
2019 | Journal article
DOI: 10.1080/10485252.2018.1537442
EID:

2-s2.0-85056105910

Part of ISBN:

10290311 10485252
Contributors: Béranger, B.; Duong, T.; Perkins-Kirkpatrick, S.E.; Sisson, S.A.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Multivariate Kernel Smoothing and its Applications

2018-05-08 | Book
DOI: 10.1201/9780429485572
ISBN: 9780429485572
Source: Self-asserted source
Tarn Duong

Big Data: from collection to visualization

Machine Learning
2017 | Journal article
DOI: 10.1007/s10994-016-5622-4
EID:

2-s2.0-85009260539

Part of ISBN:

15730565 08856125
Contributors: Ghesmoune, M.; Azzag, H.; Benbernou, S.; Lebbah, M.; Duong, T.; Ouziri, M.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

The ocean has depth: Two- versus threedimensional space use estimators in a demersal reef fish

Marine Ecology Progress Series
2017 | Journal article
DOI: 10.3354/meps12097
EID:

2-s2.0-85020379504

Part of ISBN:

01718630
Contributors: Lee, K.A.; Huveneers, C.; Duong, T.; Harcourt, R.G.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Distributed mean shift clustering with approximate nearest neighbours

Proceedings of the International Joint Conference on Neural Networks
2016 | Conference paper
DOI: 10.1109/IJCNN.2016.7727595
EID:

2-s2.0-85007197259
Contributors: Beck, G.; Duong, T.; Azzag, H.; Lebbah, M.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Nearest neighbour estimators of density derivatives, with application to mean shift clustering

Pattern Recognition Letters
2016 | Journal article
DOI: 10.1016/j.patrec.2016.06.021
EID:

2-s2.0-84979609913

Part of ISBN:

01678655
Contributors: Duong, T.; Beck, G.; Azzag, H.; Lebbah, M.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Non-parametric smoothed estimation of multivariate cumulative distribution and survival functions, and receiver operating characteristic curves

Journal of the Korean Statistical Society
2016 | Journal article
DOI: 10.1016/j.jkss.2015.06.002
EID:

2-s2.0-84957442518

Part of ISBN:

12263192
Contributors: Duong, T.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Efficient recursive algorithms for functionals based on higher order derivatives of the multivariate Gaussian density

Statistics and Computing
2015 | Journal article
DOI: 10.1007/s11222-014-9465-1
EID:

2-s2.0-84938320649

Part of ISBN:

09603174
Contributors: Chacón, J.E.; Duong, T.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Spherically symmetric multivariate beta family kernels

Statistics and Probability Letters
2015 | Journal article
DOI: 10.1016/j.spl.2015.05.012
EID:

2-s2.0-84930940265

Part of ISBN:

01677152
Contributors: Duong, T.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

A novel organelle map framework for high-content cell morphology analysis in high throughput

Journal of Biomolecular Screening
2014 | Journal article
DOI: 10.1177/1087057113497399
EID:

2-s2.0-84892736701

Part of ISBN:

10870571 1552454X
Contributors: Schauer, K.; Grossier, J.-P.; Duong, T.; Chapuis, V.; Degot, S.; Lescure, A.; Del Nery, E.; Goud, B.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Joint modeling and registration of cell populations in cohorts of high-dimensional flow cytometric data

PLoS ONE
2014 | Journal article
DOI: 10.1371/journal.pone.0100334
EID:

2-s2.0-84903722445

Part of ISBN:

19326203
Contributors: Pyne, S.; Lee, S.X.; Wang, K.; Irish, J.; Tamayo, P.; Nazaire, M.-D.; Duong, T.; Ng, S.-K.; Hafler, D.; Levy, R. et al.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Data-driven density derivative estimation, with applications to nonparametric clustering and bump hunting

Electronic Journal of Statistics
2013 | Journal article
DOI: 10.1214/13-EJS781
EID:

2-s2.0-84875408129

Part of ISBN:

19357524
Contributors: Chacón, J.E.; Duong, T.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Local significant differences from nonparametric two-sample tests

Journal of Nonparametric Statistics
2013 | Journal article
DOI: 10.1080/10485252.2013.810217
EID:

2-s2.0-84881662395

Part of ISBN:

10485252 10290311
Contributors: Duong, T.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Studying intracellular trafficking pathways with probabilistic density maps

Methods in Cell Biology
2013 | Book
DOI: 10.1016/B978-0-12-417164-0.00020-3
EID:

2-s2.0-84888216367
Contributors: Schauer, K.; Duong, T.; Gomes-Santos, C.S.; Goud, B.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Closed-form density-based framework for automatic detection of cellular morphology changes

Proceedings of the National Academy of Sciences of the United States of America
2012 | Journal article
DOI: 10.1073/pnas.1117796109
EID:

2-s2.0-84861899383

Part of ISBN:

00278424 10916490
Contributors: Duong, T.; Goud, B.; Schauer, K.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Asymptotics for general multivariate kernel density derivative estimators

Statistica Sinica
2011 | Journal article
DOI: 10.5705/ss.2011.036a
EID:

2-s2.0-79952576786

Part of ISBN:

10170405
Contributors: Chacón, J.E.; Duong, T.; Wand, M.P.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Unconstrained pilot selectors for smoothed cross-validation

Australian and New Zealand Journal of Statistics
2011 | Journal article
DOI: 10.1111/j.1467-842X.2011.00639.x
EID:

2-s2.0-84856968831

Part of ISBN:

13691473 1467842X
Contributors: Chacón, J.E.; Duong, T.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Chromosome arm length and nuclear constraints determine the dynamic relationship of yeast subtelomeres

Proceedings of the National Academy of Sciences of the United States of America
2010 | Journal article
DOI: 10.1073/pnas.0914187107
EID:

2-s2.0-76649101456

Part of ISBN:

00278424 10916490
Contributors: Therizolsa, P.; Duong, T.; Dujon, B.; Zimmer, C.; Fabre, E.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Ezrin tunes T-cell activation by controlling Dlg1 and microtubule positioning at the immunological synapse

EMBO Journal
2010 | Journal article
DOI: 10.1038/emboj.2010.127
EID:

2-s2.0-77954886643

Part of ISBN:

02614189 14602075
Contributors: Lasserre, R.; Charrin, S.; Cuche, C.; Danckaert, A.; Thoulouze, M.-I.; De Chaumont, F.; Duong, T.; Perrault, N.; Varin-Blank, N.; Olivo-Marin, J.-C. et al.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Multivariate plug-in bandwidth selection with unconstrained pilot bandwidth matrices

Test
2010 | Journal article
DOI: 10.1007/s11749-009-0168-4
EID:

2-s2.0-77955051993

Part of ISBN:

11330686
Contributors: Chacón, J.E.; Duong, T.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Probabilistic density maps to study global endomembrane organization

Nature Methods
2010 | Journal article
DOI: 10.1038/nmeth.1462
EID:

2-s2.0-77954742807

Part of ISBN:

15487091 15491676
Contributors: Schauer, K.; Duong, T.; Bleakley, K.; Bardin, S.; Bornens, M.; Goud, B.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Highest density difference region estimation with application to flow cytometric data

Biometrical Journal
2009 | Journal article
DOI: 10.1002/bimj.200800201
EID:

2-s2.0-68249094693

Part of ISBN:

15214036 03233847
Contributors: Duong, T.; Koch, I.; Wand, M.P.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Feature significance for multivariate kernel density estimation

Computational Statistics and Data Analysis
2008 | Journal article
DOI: 10.1016/j.csda.2008.02.035
EID:

2-s2.0-42749083860

Part of ISBN:

01679473
Contributors: Duong, T.; Cowling, A.; Koch, I.; Wand, M.P.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

High-resolution statistical mapping reveals gene territories in live yeast

Nature Methods
2008 | Journal article
DOI: 10.1038/nmeth.1266
EID:

2-s2.0-57049179496

Part of ISBN:

15487091 15491676
Contributors: Berger, A.B.; Cabal, G.G.; Fabre, E.; Duong, T.; Buc, H.; Nehrbass, U.; Olivo-Marin, J.-C.; Gadal, O.; Zimmer, C.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Ks: Kernel density estimation and kernel discriminant analysis for multivariate data in R

Journal of Statistical Software
2007 | Journal article
DOI: 10.18637/jss.v021.i07
EID:

2-s2.0-36049047973

Part of ISBN:

15487660 15487660
Contributors: Duong, T.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Convergence rates for unconstrained bandwidth matrix selectors in multivariate kernel density estimation

Journal of Multivariate Analysis
2005 | Journal article
DOI: 10.1016/j.jmva.2004.04.004
EID:

2-s2.0-14644411130

Part of ISBN:

0047259X
Contributors: Duong, T.; Hazelton, M.L.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Cross-validation bandwidth matrices for multivariate kernel density estimation

Scandinavian Journal of Statistics
2005 | Journal article
DOI: 10.1111/j.1467-9469.2005.00445.x
EID:

2-s2.0-24344494438

Part of ISBN:

03036898
Contributors: Duong, T.; Hazelton, M.L.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier

Plug-in bandwidth matrices for bivariate kernel density estimation

Journal of Nonparametric Statistics
2003 | Journal article
DOI: 10.1080/10485250306039
EID:

2-s2.0-0037292632

Part of ISBN:

10485252
Contributors: Duong, T.; Hazelton, M.L.
Source: Self-asserted source
Tarn Duong via Scopus - Elsevier
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