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Hien Duy Nguyen
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Expression of PTRF in PC-3 Cells modulates cholesterol dynamics and the actin cytoskeleton impacting secretion pathways
KL Inder, YZ Zheng, MJ Davis, H Moon, D Loo, H Nguyen, JA Clements, ...
Molecular & Cellular Proteomics 11 (2), 2012
742012
Laplace mixture of linear experts
HD Nguyen, GJ McLachlan
Computational Statistics & Data Analysis 93, 177-191, 2016
522016
Sub‐Weibull distributions: Generalizing sub‐Gaussian and sub‐Exponential properties to heavier tailed distributions
M Vladimirova, S Girard, H Nguyen, J Arbel
Stat 9 (1), e318, 2020
392020
Model‐based clustering and classification of functional data
F Chamroukhi, HD Nguyen
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 9 (4 …, 2019
392019
Multisite generalizability of schizophrenia diagnosis classification based on functional brain connectivity
P Orban, C Dansereau, L Desbois, V Mongeau-Pérusse, CÉ Gigučre, ...
Schizophrenia research 192, 167-171, 2018
372018
Online Quantitative Proteomics p-Value Calculator for Permutation-Based Statistical Testing of Peptide Ratios
D Chen, A Shah, H Nguyen, D Loo, KL Inder, MM Hill
Journal of proteome research 13 (9), 4184-4191, 2014
342014
On approximations via convolution-defined mixture models
HD Nguyen, G McLachlan
Communications in Statistics-Theory and Methods 48 (16), 3945-3955, 2019
292019
Practical and theoretical aspects of mixture‐of‐experts modeling: An overview
HD Nguyen, F Chamroukhi
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (4 …, 2018
29*2018
A universal approximation theorem for mixture-of-experts models
HD Nguyen, LR Lloyd-Jones, GJ McLachlan
Neural computation 28 (12), 2585-2593, 2016
262016
A robust permutation test for quantitative SILAC proteomics experiments
H Nguyen, I Wood, M Hill
Journal of Integrated OMICS 2 (2), 80-93, 2012
252012
A globally convergent algorithm for lasso-penalized mixture of linear regression models
LR Lloyd-Jones, HD Nguyen, GJ McLachlan
Computational Statistics & Data Analysis 119, 19-38, 2018
232018
Approximation by finite mixtures of continuous density functions that vanish at infinity
TT Nguyen, HD Nguyen, F Chamroukhi, GJ McLachlan
Cogent Mathematics & Statistics 7 (1), 1750861, 2020
212020
Pedestrian overpass use and its relationships with digital and social distractions, and overpass characteristics
LT Truong, HTT Nguyen, HD Nguyen, HV Vu
Accident Analysis & Prevention 131, 234-238, 2019
212019
Mini-batch learning of exponential family finite mixture models
HD Nguyen, F Forbes, GJ McLachlan
Statistics and Computing 30 (4), 731-748, 2020
202020
Approximation results regarding the multiple-output Gaussian gated mixture of linear experts model
HD Nguyen, F Chamroukhi, F Forbes
Neurocomputing 366, 208-214, 2019
202019
An introduction to Majorization‐Minimization algorithms for machine learning and statistical estimation
HD Nguyen
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 7 (2 …, 2017
202017
Maximum likelihood estimation of Gaussian mixture models without matrix operations
HD Nguyen, GJ McLachlan
Advances in Data Analysis and Classification 9 (4), 371-394, 2015
192015
Mixtures of spatial spline regressions for clustering and classification
HD Nguyen, GJ McLachlan, IA Wood
Computational Statistics & Data Analysis 93, 76-85, 2016
182016
Shapley Values for Feature Selection: The Good, the Bad, and the Axioms
D Fryer, I Strümke, H Nguyen
IEEE Access 9, 144352 - 144360, 2021
172021
Approximate Bayesian computation via the energy statistic
HD Nguyen, J Arbel, H Lü, F Forbes
IEEE Access 8, 131683-131698, 2020
162020
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Articles 1–20