Hong-Bo Xie

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 13

Top Topics

Nonparametric Bayesian

Matrix Factorisation

Principal Component Analysis

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Image Process.

Trans. Inst. Meas. Control

Publications

Zijian Li, Bingbing Zheng, Chengxian Zhang, Zhenrong Zhang, Hong-Bo Xie, Kejin Wei
Improved security bounds against the Trojan-horse attack in decoy-state quantum key distribution. Quantum Inf. Process. 23 (2) (2024)
Hong-Bo Xie, Caoyuan Li, Shuliang Wang, Richard Yi Da Xu, Kerrie L. Mengersen
A variational autoencoder-based nonnegative matrix factorisation model for deep dictionary learning. CoRR (2023)
Hong-Bo Xie, Kerrie L. Mengersen, Changan Di, Yongjian Zhang, Justin Lipman, Sabine Van Huffel
A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control. IEEE Trans. Hum. Mach. Syst. 52 (6) (2022)
Caoyuan Li, Hong-Bo Xie, Xuhui Fan, Richard Yi Da Xu, Sabine Van Huffel, Kerrie L. Mengersen
Kernelized Sparse Bayesian Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 32 (1) (2021)
Caoyuan Li, Hong-Bo Xie, Kerrie L. Mengersen, Xuhui Fan, Richard Yi Da Xu, Scott A. Sisson, Sabine Van Huffel
Bayesian Nonnegative Matrix Factorization With Dirichlet Process Mixtures. IEEE Trans. Signal Process. 68 (2020)
Hong-Bo Xie, Caoyuan Li, Kerrie L. Mengersen, Shuliang Wang, Richard Yi Da Xu
Nonparametric Bayesian Nonnegative Matrix Factorization. MDAI (2020)
Caoyuan Li, Hong-Bo Xie, Xuhui Fan, Richard Yi Da Xu, Sabine Van Huffel, Scott A. Sisson, Kerrie L. Mengersen
Image Denoising Based on Nonlocal Bayesian Singular Value Thresholding and Stein's Unbiased Risk Estimator. IEEE Trans. Image Process. 28 (10) (2019)
Hong-Bo Xie, Caoyuan Li, Richard Yi Da Xu, Kerrie L. Mengersen
Robust Kernelized Bayesian Matrix Factorization for Video Background/Foreground Separation. LOD (2019)
Hong-Bo Xie, Tianruo Guo
Fuzzy entropy spectrum analysis for biomedical signals de-noising. BHI (2018)
Yi Ji, Hong-Bo Xie
Myoelectric signal classification based on S transform and two-directional two-dimensional principal component analysis. Trans. Inst. Meas. Control 40 (7) (2018)
Hong-Bo Xie, Bellie Sivakumar, Tjeerd W. Boonstra, Kerrie L. Mengersen
Fuzzy Entropy and Its Application for Enhanced Subspace Filtering. IEEE Trans. Fuzzy Syst. 26 (4) (2018)
Hong-Bo Xie, Hui Liu
Myoelectrical signal classification based on S transform and two-directional 2DPCA. ESANN (2017)
Hong-Bo Xie, Ping Zhou, Tianruo Guo, Bellie Sivakumar, Xu Zhang, Socrates Dokos
Multiscale Two-Directional Two-Dimensional Principal Component Analysis and Its Application to High-Dimensional Biomedical Signal Classification. IEEE Trans. Biomed. Eng. 63 (7) (2016)
Fenglin Wang, Qingfang Meng, Hong-Bo Xie, Yuehui Chen
Novel feature extraction method based on weight difference of weighted network for epileptic seizure detection. EMBC (2014)
Hong-Bo Xie, Socrates Dokos
Fuzzy central tendency measure for time series variability analysis with application to fatigue electromyography signals. EMBC (2013)
Hu Huang, Hong-Bo Xie, Jing-Yi Guo, Hui-Juan Chen
Ant colony optimization-based feature selection method for surface electromyography signals classification. Comput. Biol. Medicine 42 (1) (2012)
Hong-Bo Xie, Gao Zhong-Mei, Hui Liu
Classification of ventricular tachycardia and fibrillation using fuzzy similarity-based approximate entropy. Expert Syst. Appl. 38 (4) (2011)
Hong-Bo Xie, Wei-Ting Chen, Wei-Xing He, Hui Liu
Complexity analysis of the biomedical signal using fuzzy entropy measurement. Appl. Soft Comput. 11 (2) (2011)
Hong-Bo Xie, Yong-Ping Zheng, Jing-Yi Guo, Xin Chen
Cross-fuzzy entropy: A new method to test pattern synchrony of bivariate time series. Inf. Sci. 180 (9) (2010)
Hong-Bo Xie, Jing-Yi Guo, Yong-Ping Zheng
A comparative study of pattern synchronization detection between neural signals using different cross-entropy measures. Biol. Cybern. 102 (2) (2010)
Hong-Bo Xie, Yuan-chen Wu, Ming-Tian Zhou
A Directed Graph-Based Authentication Protocol Model and Its Security Analysis. FCST (2006)