Hien D. Nguyen

15 papers Misc 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2021 J jnl
Model independent feature attributions: Shapley values that uncover non-linear dependencies.
PeerJ Comput. Sci.
Daniel Vidali Fryer, Inga Strümke, Hien D. Nguyen
2021 J jnl
Shapley Values for Feature Selection: The Good, the Bad, and the Axioms.
IEEE Access
Daniel Vidali Fryer, Inga Strümke, Hien D. Nguyen
2021 J jnl
Shapley values for feature selection: The good, the bad, and the axioms.
CoRR
Daniel Vidali Fryer, Inga Strümke, Hien D. Nguyen
2020 J jnl
Explaining the data or explaining a model? Shapley values that uncover non-linear dependencies.
CoRR
Daniel Vidali Fryer, Inga Strümke, Hien D. Nguyen
2020 J jnl
Shapley Value Confidence Intervals for Attributing Variance Explained.
Frontiers Appl. Math. Stat.
Daniel Vidali Fryer, Inga Strümke, Hien D. Nguyen
2020 J jnl
The fully visible Boltzmann machine and the Senate of the 45th Australian Parliament in 2016.
J. Comput. Soc. Sci.
Jessica J. Bagnall, Andrew T. Jones, Natalie Karavarsamis, Hien D. Nguyen
2020 — conf
k-means on Positive Definite Matrices, and an Application to Clustering in Radar Image Sequences.
SSCI
Daniel Vidali Fryer, Hien D. Nguyen, Pascal Castellazzi
2020 J jnl
k-means on Positive Definite Matrices, and an Application to Clustering in Radar Image Sequences.
CoRR
Daniel Vidali Fryer, Hien D. Nguyen, Pascal Castellazzi
2019 J jnl
Approximation results regarding the multiple-output Gaussian gated mixture of linear experts model.
Neurocomputing
Hien D. Nguyen, Faicel Chamroukhi, Florence Forbes
2019 J jnl
Regularized Estimation and Feature Selection in Mixtures of Gaussian-Gated Experts Models.
CoRR
Faïcel Chamroukhi, Florian Lecocq, Hien D. Nguyen
2019 J jnl
studentlife: Tidy Handling and Navigation of a Valuable Mobile-Health Dataset.
J. Open Source Softw.
Daniel Vidali Fryer, Hien D. Nguyen, Pierre Orban
2018 J jnl
Model-Based Clustering and Classification of Functional Data.
CoRR
Faicel Chamroukhi, Hien D. Nguyen
2018 Misc conf
Positive Data Kernel Density Estimation via the LogKDE Package for R.
AusDM
Hien D. Nguyen, Andrew T. Jones, Geoffrey J. McLachlan
2017 J jnl
An Introduction to the Practical and Theoretical Aspects of Mixture-of-Experts Modeling.
CoRR
Hien D. Nguyen, Faicel Chamroukhi
2017 J jnl
Iteratively-Reweighted Least-Squares Fitting of Support Vector Machines: A Majorization-Minimization Algorithm Approach.
CoRR
Hien D. Nguyen, Geoffrey J. McLachlan