Concepedia

Vu Nguyen

VN

27

Publications

1.1K

Citations

18

H-Index

2009

Active since

Affiliations

Deakin University(Current)

University of Oxford

Griffith University

Indian Statistical Institute

Vu Nguyen is an author at Deakin University specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceComputer ScienceBayesian OptimizationData MiningArtificial IntelligenceUncertainty QuantificationVerificationKnowledge Discovery

Publications per year

2009–2023

27

Publications

27

Hybrid Machine Learning Approaches for Landslide Susceptibility Modeling

Vu Nguyen, Binh Thai Pham, Ba Thao Vu et al. · Forests · 2019 · 162 citations · Full text

Rock Slide, Past Landslides, Engineering +15

Bayesian Optimization for Accelerating Hyper-Parameter Tuning

Vu Nguyen · 2019 · 150 citations

Artificial Intelligence, Model Optimization, Computational Science +12

High Dimensional Bayesian Optimization using Dropout

Cheng Li, Sunil Gupta, Santu Rana et al. · 2017 · 102 citations · Full text

Bayesian Decision Theory, Hyperparameter Estimation, High Dimensions +14

Global Features for the Off-Line Signature Verification Problem

Vu Nguyen, Michael Blumenstein, Graham Leedham · 2009 · 87 citations · Full text

Engineering, Machine Learning, Biometrics +22

Automated Reinforcement Learning (AutoRL): A Survey and Open Problems

Jack Parker-Holder, Raghu Rajan, Xingyou Song et al. · Journal of Artificial Intelligence Research · 2022 · 77 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +13

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