Hien D. Nguyen

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 15

Top Topics

Density Estimation

Feature Selection

Boltzmann Machine

Top Venues

J. Comput. Soc. Sci.

J. Open Source Softw.

Publications

Daniel Vidali Fryer, Inga Strümke, Hien D. Nguyen
Shapley Values for Feature Selection: The Good, the Bad, and the Axioms. IEEE Access 9 (2021)
Daniel Vidali Fryer, Inga Strümke, Hien D. Nguyen
Shapley values for feature selection: The good, the bad, and the axioms. CoRR (2021)
Daniel Vidali Fryer, Inga Strümke, Hien D. Nguyen
Model independent feature attributions: Shapley values that uncover non-linear dependencies. PeerJ Comput. Sci. 7 (2021)
Daniel Vidali Fryer, Hien D. Nguyen, Pascal Castellazzi
k-means on Positive Definite Matrices, and an Application to Clustering in Radar Image Sequences. CoRR (2020)
Daniel Vidali Fryer, Inga Strümke, Hien D. Nguyen
Explaining the data or explaining a model? Shapley values that uncover non-linear dependencies. CoRR (2020)
Daniel Vidali Fryer, Inga Strümke, Hien D. Nguyen
Shapley Value Confidence Intervals for Attributing Variance Explained. Frontiers Appl. Math. Stat. 6 (2020)
Jessica J. Bagnall, Andrew T. Jones, Natalie Karavarsamis, Hien D. Nguyen
The fully visible Boltzmann machine and the Senate of the 45th Australian Parliament in 2016. J. Comput. Soc. Sci. 3 (1) (2020)
Daniel Vidali Fryer, Hien D. Nguyen, Pascal Castellazzi
k-means on Positive Definite Matrices, and an Application to Clustering in Radar Image Sequences. SSCI (2020)
Faïcel Chamroukhi, Florian Lecocq, Hien D. Nguyen
Regularized Estimation and Feature Selection in Mixtures of Gaussian-Gated Experts Models. CoRR (2019)
Daniel Vidali Fryer, Hien D. Nguyen, Pierre Orban
studentlife: Tidy Handling and Navigation of a Valuable Mobile-Health Dataset. J. Open Source Softw. 4 (40) (2019)
Hien D. Nguyen, Faicel Chamroukhi, Florence Forbes
Approximation results regarding the multiple-output Gaussian gated mixture of linear experts model. Neurocomputing 366 (2019)
Faicel Chamroukhi, Hien D. Nguyen
Model-Based Clustering and Classification of Functional Data. CoRR (2018)
Hien D. Nguyen, Andrew T. Jones, Geoffrey J. McLachlan
Positive Data Kernel Density Estimation via the LogKDE Package for R. AusDM (2018)
Hien D. Nguyen, Faicel Chamroukhi
An Introduction to the Practical and Theoretical Aspects of Mixture-of-Experts Modeling. CoRR (2017)
Hien D. Nguyen, Geoffrey J. McLachlan
Iteratively-Reweighted Least-Squares Fitting of Support Vector Machines: A Majorization-Minimization Algorithm Approach. CoRR (2017)