Xia Hong

Xia Hong

University of Reading

H-index: 36

Europe-United Kingdom

About Xia Hong

Xia Hong, With an exceptional h-index of 36 and a recent h-index of 17 (since 2020), a distinguished researcher at University of Reading, specializes in the field of artificial intelligence, system identification.

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

Semi-supervised segmentation of land cover images using nonlinear canonical correlation analysis with multiple features and t-SNE

Multimodal continual learning for process monitoring: a novel weighted canonical correlation analysis with attention mechanism

Hybrid dual-resampling and cost-sensitive classification for credit risk prediction

ThyExp: an explainable AI-assisted decision making toolkit for thyroid nodule diagnosis based on ultra-sound images

Two-step scalable spectral clustering algorithm using landmarks and probability density estimation

Monitoring multimode nonlinear dynamic processes: an efficient sparse dynamic approach with continual learning ability

Modified Probabilistic Neural Networks LBP Classification Based on Distance Measures in Probability Space

Continual learning for multimode dynamic process monitoring with applications to an ultra–supercritical thermal power plant

Xia Hong Information

University

Position

Professor of Computational Intelligence

Citations(all)

4498

Citations(since 2020)

1228

Cited By

3796

hIndex(all)

36

hIndex(since 2020)

17

i10Index(all)

90

i10Index(since 2020)

31

Email

University Profile Page

University of Reading

Google Scholar

View Google Scholar Profile

Xia Hong Skills & Research Interests

artificial intelligence

system identification

Top articles of Xia Hong

Title

Journal

Author(s)

Publication Date

Semi-supervised segmentation of land cover images using nonlinear canonical correlation analysis with multiple features and t-SNE

arXiv preprint arXiv:2401.12164

Hong Wei

James Xiao

Yichao Zhang

Xia Hong

2024/1/22

Multimodal continual learning for process monitoring: a novel weighted canonical correlation analysis with attention mechanism

IEEE Transactions on Neural Networks and Learning Systems

Jingxin Zhang

James Xiao

Maoyin Chen

Xia Hong

2023/12/18

Hybrid dual-resampling and cost-sensitive classification for credit risk prediction

Emmanuel Osei-Brefo

Richard Mitchell

Xia Hong

2023/11/8

ThyExp: an explainable AI-assisted decision making toolkit for thyroid nodule diagnosis based on ultra-sound images

Jamie Morris

Zehao Liu

Huizhi Liang

Sidhartha Nagala

Xia Hong

2023/10/21

Two-step scalable spectral clustering algorithm using landmarks and probability density estimation

Neurocomputing

Xia Hong

Junbin Gao

Hong Wei

James Xiao

Richard Mitchell

2023/1/28

Monitoring multimode nonlinear dynamic processes: an efficient sparse dynamic approach with continual learning ability

IEEE Transactions on Industrial Informatics

Jingxin Zhang

Maoyin Chen

Xia Hong

2022/10/20

Modified Probabilistic Neural Networks LBP Classification Based on Distance Measures in Probability Space

Shadi Al Amoudi

Xia Hong

Hong Wei

2022/7/19

Continual learning for multimode dynamic process monitoring with applications to an ultra–supercritical thermal power plant

IEEE transactions on Automation Science and Engineering

Jingxin Zhang

Donghua Zhou

Maoyin Chen

Xia Hong

2022/2/2

Continual learning-based probabilistic slow feature analysis for monitoring multimode nonstationary processes

IEEE Transactions on Automation Science and Engineering

Jingxin Zhang

Donghua Zhou

Maoyin Chen

Xia Hong

2022/11/10

Nonlinear process monitoring using a mixture of probabilistic PCA with clusterings

Neurocomputing

Jingxin Zhang

Maoyin Chen

Xia Hong

2021/10/11

Coupling matrix manifolds assisted optimization for optimal transport problems

Machine Learning

Dai Shi

Junbin Gao

Xia Hong

ST Boris Choy

Zhiyong Wang

2021/3

Parameter tracking of time-varying Hammerstein-Wiener systems

International Journal of Systems Science

Feng Yu

Xia Hong

2021/12/10

Estimating the square root of probability density function on Riemannian manifold

Expert Systems

Xia Hong

Junbin Gao

2021/11

Plant leaf recognition using texture features and semi-supervised spherical K-means clustering

Shadi Alamoudi

Xia Hong

Hong Wei

2020/7/19

Nonlinear logistic regression model based on simplex basis function

Xia Hong

Hong Wei

Junbin Gao

2020/7/19

Semi-blind joint channel estimation and data detection on sphere manifold for MIMO with high-order QAM signaling

Journal of the Franklin Institute

Xia Hong

Junbin Gao

Sheng Chen

2020/6/1

See List of Professors in Xia Hong University(University of Reading)

Co-Authors

H-index: 126
L Hanzo

L Hanzo

University of Southampton

H-index: 82
Sheng Chen

Sheng Chen

University of Southampton

H-index: 78
C J Harris

C J Harris

University of Southampton

H-index: 55
Kang Li

Kang Li

University of Leeds

H-index: 49
George W Irwin

George W Irwin

Queen's University Belfast

H-index: 39
William Harwin

William Harwin

University of Reading

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