Xiaowei Gu

Xiaowei Gu

Aberystwyth University

H-index: 24

Europe-United Kingdom

About Xiaowei Gu

Xiaowei Gu, With an exceptional h-index of 24 and a recent h-index of 23 (since 2020), a distinguished researcher at Aberystwyth University, specializes in the field of machine learning, computational intelligence, fuzzy systems, signal processing.

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

Satellite-based monitoring of the world’s largest terrestrial mammal migration using deep learning

Autonomous anomaly detection for streaming data

Modelling Ocean Cooling Induced by Tropical Cyclone Wind Pump Using Explainable Machine Learning Framework

Semi-Supervised Fuzzily Weighted Adaptive Boosting for Classification

A dual-model semi-supervised self-organizing fuzzy inference system for data stream classification

Predicting Tropical Cyclone‐Induced Sea Surface Temperature Responses Using Machine Learning

Composite analysis-based machine learning for prediction of tropical cyclone-induced sea surface height anomaly

Autonomous learning for fuzzy systems: a review

Xiaowei Gu Information

University

Position

___

Citations(all)

1710

Citations(since 2020)

1504

Cited By

662

hIndex(all)

24

hIndex(since 2020)

23

i10Index(all)

48

i10Index(since 2020)

43

Email

University Profile Page

Aberystwyth University

Google Scholar

View Google Scholar Profile

Xiaowei Gu Skills & Research Interests

machine learning

computational intelligence

fuzzy systems

signal processing

Top articles of Xiaowei Gu

Title

Journal

Author(s)

Publication Date

Satellite-based monitoring of the world’s largest terrestrial mammal migration using deep learning

Zijing Wu

Tiejun Wang

Ce Zhang

Isla Duporge

Xiaowei Gu

...

2024/3/8

Autonomous anomaly detection for streaming data

Knowledge-Based Systems

Muhammad Yunus Iqbal Basheer

Azliza Mohd Ali

Nurzeatul Hamimah Abdul Hamid

Muhammad Azizi Mohd Ariffin

Rozianawaty Osman

...

2024/1/25

Modelling Ocean Cooling Induced by Tropical Cyclone Wind Pump Using Explainable Machine Learning Framework

IEEE Transactions on Geoscience and Remote Sensing

Hongxing Cui

Danling Tang

Huizeng Liu

Hongbin Liu

Yi Sui

...

2024/1/25

Semi-Supervised Fuzzily Weighted Adaptive Boosting for Classification

IEEE Transactions on Fuzzy Systems

Xiaowei Gu

Plamen P Angelov

Qiang Shen

2024/1/4

A dual-model semi-supervised self-organizing fuzzy inference system for data stream classification

Applied Soft Computing

Xiaowei Gu

2023/3/1

Predicting Tropical Cyclone‐Induced Sea Surface Temperature Responses Using Machine Learning

Geophysical Research Letters

Hongxing Cui

Danling Tang

Wei Mei

Hongbin Liu

Yi Sui

...

2023/9/28

Composite analysis-based machine learning for prediction of tropical cyclone-induced sea surface height anomaly

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Hongxing Cui

Danling Tang

Huizeng Liu

Yi Sui

Xiaowei Gu

2023/2/22

Autonomous learning for fuzzy systems: a review

Xiaowei Gu

Jungong Han

Qiang Shen

Plamen P Angelov

2023/8

Self-adaptive fuzzy learning ensemble systems with dimensionality compression from data streams

Information Sciences

Xiaowei Gu

2023/7/1

Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape

Nature communications

Zijing Wu

Ce Zhang

Xiaowei Gu

Isla Duporge

Lacey F Hughey

...

2023/5/27

Multilayer evolving fuzzy neural networks

IEEE Transactions on Fuzzy Systems

Xiaowei Gu

Plamen Angelov

Jungong Han

Qiang Shen

2023/5/16

A multi-objective q-rung orthopair fuzzy programming approach to heterogeneous group decision making

Information Sciences

Guolin Tang

Xiaowei Gu

Francisco Chiclana

Peide Liu

Kedong Yin

2023/10/1

A multistream deep rule-based ensemble system for aerial image scene classification

Xiaowei Gu

Plamen P Angelov

2022

Self-organizing fuzzy belief inference system for classification

IEEE Transactions on Fuzzy Systems

Xiaowei Gu

Plamen P Angelov

Qiang Shen

2022/5/30

A self-training hierarchical prototype-based ensemble framework for remote sensing scene classification

Information Fusion

Xiaowei Gu

Ce Zhang

Qiang Shen

Jungong Han

Plamen P Angelov

...

2022/4/1

Autonomous Learning for Fuzzy Systems

Xiaowei Gu

Jungong Han

Qiang Shen

Plamen Angelov

2022

Multi-objective evolutionary optimisation for prototype-based fuzzy classifiers

IEEE Transactions on Fuzzy Systems

Xiaowei Gu

Miqing Li

Liang Shen

Guolin Tang

Qiang Ni

...

2022/10/13

An explainable semi-supervised self-organizing fuzzy inference system for streaming data classification

Information Sciences

Xiaowei Gu

2022/1/1

A new integrated multi-attribute decision-making approach for mobile medical app evaluation under q-rung orthopair fuzzy environment

Expert Systems with Applications

Guolin Tang

Yongxuan Yang

Xiaowei Gu

Francisco Chiclana

Peide Liu

...

2022/8/15

Interval type-2 fuzzy programming method for risky multicriteria decision-making with heterogeneous relationship

Information Sciences

Guolin Tang

Jianpeng Long

Xiaowei Gu

Francisco Chiclana

Peide Liu

...

2022/1/1

See List of Professors in Xiaowei Gu University(Aberystwyth University)

Co-Authors

H-index: 96
jose principe

jose principe

University of Florida

H-index: 53
Qiang Shen

Qiang Shen

Aberystwyth University

H-index: 11
Dmitry Kangin

Dmitry Kangin

University of Exeter

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