hong-bo xie

hong-bo xie

Queensland University of Technology

H-index: 23

Oceania-Australia

About hong-bo xie

hong-bo xie, With an exceptional h-index of 23 and a recent h-index of 16 (since 2020), a distinguished researcher at Queensland University of Technology,

His recent articles reflect a diverse array of research interests and contributions to the field:

clusterBMA: Bayesian model averaging for clustering

A variational autoencoder-based nonnegative matrix factorisation model for deep dictionary learning

A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control

EEG-based clusters differentiate psychological distress, sleep quality and cognitive function in adolescents

Nonparametric Bayesian nonnegative matrix factorization

Bayesian nonnegative matrix factorization with Dirichlet process mixtures

Kernelized sparse Bayesian matrix factorization

hong-bo xie Information

University

Position

___

Citations(all)

2909

Citations(since 2020)

1458

Cited By

2037

hIndex(all)

23

hIndex(since 2020)

16

i10Index(all)

37

i10Index(since 2020)

23

Email

University Profile Page

Queensland University of Technology

Google Scholar

View Google Scholar Profile

Top articles of hong-bo xie

Title

Journal

Author(s)

Publication Date

clusterBMA: Bayesian model averaging for clustering

PLOS ONE

Owen Forbes

Edgar Santos-Fernandez

Paul Pao-Yen Wu

Hong-Bo Xie

Paul E Schwenn

...

2023/8/21

A variational autoencoder-based nonnegative matrix factorisation model for deep dictionary learning

arXiv preprint arXiv:2301.07272

Hong-Bo Xie

Caoyuan Li

Shuliang Wang

Richard Yi Da Xu

Kerrie Mengersen

2023/1/18

A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control

IEEE Transactions on Human-Machine Systems

Hongbo Xie

Kerrie Mengersen

Changan Di

Yongjian Zhang

Justin Lipman

...

2022/8/10

EEG-based clusters differentiate psychological distress, sleep quality and cognitive function in adolescents

Biological Psychology

Owen Forbes

Paul E Schwenn

Paul Pao-Yen Wu

Edgar Santos-Fernandez

Hong-Bo Xie

...

2022/9/1

Nonparametric Bayesian nonnegative matrix factorization

Hong-Bo Xie

Caoyuan Li

Kerrie Mengersen

Shuliang Wang

Richard Yi Da Xu

2020/8/26

Bayesian nonnegative matrix factorization with Dirichlet process mixtures

IEEE Transactions on Signal Processing

Caoyuan Li

Hong-Bo Xie

Kerrie Mengersen

Xuhui Fan

Richard Yi Da Xu

...

2020/6/19

Kernelized sparse Bayesian matrix factorization

IEEE transactions on neural networks and learning systems

Caoyuan Li

Hong-Bo Xie

Xuhui Fan

Richard Yi Da Xu

Sabine Van Huffel

...

2020/3/23

See List of Professors in hong-bo xie University(Queensland University of Technology)