Xiaowei Gu

79 papers B 8C 1Journal 59Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive local outlier factor.
Evol. Syst.
Muhammad Yunus Iqbal Basheer, Azliza Mohd Ali, Nurzeatul Hamimah Abdul Hamid, Sharifalillah Nordin, Rozianawaty Osman, Nooraini Yusoff, Xiaowei Gu
2026 J jnl
Self-organising explainable multi-view representation learning for remote sensing scene classification.
Appl. Soft Comput.
Xiaowei Gu, Abdulrahman Kerim, Jinghao Zhang, Jungong Han, Qiang Shen, Peter M. Atkinson, Ce Zhang
2025 J jnl
A semi-supervised soft prototype-based autonomous fuzzy ensemble system for network intrusion detection.
Appl. Soft Comput.
Xiaowei Gu, Gareth D. Howells, Haiyue Yuan
2024 J jnl
A Dynamic Evolving Fuzzy System for Streaming Data Prediction.
IEEE Trans. Fuzzy Syst.
Zhen Mei, Tao Zhao, Xiaowei Gu
2024 J jnl
A soft prototype-based autonomous fuzzy inference system for network intrusion detection.
Inf. Sci.
Xiaowei Gu, Gareth Howells, Haiyue Yuan
2024 J jnl
An autonomous centreless approach to chunk-wise data partitioning.
Evol. Syst.
Xiaowei Gu
2024 J jnl
Autonomous anomaly detection for streaming data.
Knowl. Based Syst.
Muhammad Yunus Iqbal Basheer, Azliza Mohd Ali, Nurzeatul Hamimah Abdul Hamid, Muhammad Azizi Mohd Ariffin, Rozianawaty Osman, Sharifalillah Nordin, Xiaowei Gu
2024 C ed.
International Conference on Machine Learning and Applications, ICMLA 2024, Miami, FL, USA, December 18-20, 2024
ICMLA
M. Arif Wani, Plamen Angelov, Feng Luo, Mitsunori Ogihara, Xintao Wu, Radu-Emil Precup, Ramin Ramezani, Xiaowei Gu
2024 J jnl
Modeling Ocean Cooling Induced by Tropical Cyclone Wind Pump Using Explainable Machine Learning Framework.
IEEE Trans. Geosci. Remote. Sens.
Hongxing Cui, Danling Tang, Huizeng Liu, Hongbin Liu, Yi Sui, Yangchen Lai, Xiaowei Gu
2024 J jnl
Multilayer Evolving Fuzzy Neural Networks With Self-Adaptive Dimensionality Compression for High-Dimensional Data Classification.
IEEE Trans. Fuzzy Syst.
Xiaowei Gu, Qiang Ni, Qiang Shen
2024 J jnl
Semisupervised Fuzzily Weighted Adaptive Boosting for Classification.
IEEE Trans. Fuzzy Syst.
Xiaowei Gu, Plamen P. Angelov, Qiang Shen
2023 J jnl
A dual-model semi-supervised self-organizing fuzzy inference system for data stream classification.
Appl. Soft Comput.
Xiaowei Gu
2023 J jnl
A multi-objective
Inf. Sci.
Guolin Tang, Xiaowei Gu, Francisco Chiclana, Peide Liu, Kedong Yin
2023 J jnl
Autonomous learning for fuzzy systems: a review.
Artif. Intell. Rev.
Xiaowei Gu, Jungong Han, Qiang Shen, Plamen P. Angelov
2023 J jnl
Composite Analysis-Based Machine Learning for Prediction of Tropical Cyclone-Induced Sea Surface Height Anomaly.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongxing Cui, Danling Tang, Huizeng Liu, Yi Sui, Xiaowei Gu
2023 J jnl
Finger Vein Image Deblurring Using Neighbors-Based Binary-GAN (NB-GAN).
IEEE Trans. Emerg. Top. Comput. Intell.
Jing He, Lei Shen, Yudong Yao, Huaxia Wang, Guodong Zhao, Xiaowei Gu, Weiping Ding
2023 J jnl
Multilayer Evolving Fuzzy Neural Networks.
IEEE Trans. Fuzzy Syst.
Xiaowei Gu, Plamen Angelov, Jungong Han, Qiang Shen
2023 J jnl
Multiobjective Evolutionary Optimization for Prototype-Based Fuzzy Classifiers.
IEEE Trans. Fuzzy Syst.
Xiaowei Gu, Miqing Li, Liang Shen, Guolin Tang, Qiang Ni, Taoxin Peng, Qiang Shen
2023 J jnl
Self-adaptive fuzzy learning ensemble systems with dimensionality compression from data streams.
Inf. Sci.
Xiaowei Gu
2022 J jnl
A Novel Data-Driven Approach to Autonomous Fuzzy Clustering.
IEEE Trans. Fuzzy Syst.
Xiaowei Gu, Qiang Ni, Guolin Tang
2022 J jnl
A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification.
Inf. Fusion
Xiaowei Gu, Ce Zhang, Qiang Shen, Jungong Han, Plamen P. Angelov, Peter M. Atkinson
2022 J jnl
A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis.
IEEE Trans. Pattern Anal. Mach. Intell.
Xiaowei Gu, Plamen P. Angelov, Ce Zhang, Peter M. Atkinson
2022 J jnl
A new integrated multi-attribute decision-making approach for mobile medical app evaluation under
Expert Syst. Appl.
Guolin Tang, Yongxuan Yang, Xiaowei Gu, Francisco Chiclana, Peide Liu, Fubin Wang
2022 J jnl
An explainable semi-supervised self-organizing fuzzy inference system for streaming data classification.
Inf. Sci.
Xiaowei Gu
2022 J jnl
Interval type-2 fuzzy programming method for risky multicriteria decision-making with heterogeneous relationship.
Inf. Sci.
Guolin Tang, Jianpeng Long, Xiaowei Gu, Francisco Chiclana, Peide Liu, Fubin Wang
2022 J jnl
Multiclass Fuzzily Weighted Adaptive-Boosting-Based Self-Organizing Fuzzy Inference Ensemble Systems for Classification.
IEEE Trans. Fuzzy Syst.
Xiaowei Gu, Plamen P. Angelov
2022 J jnl
Self-Organizing Fuzzy Belief Inference System for Classification.
IEEE Trans. Fuzzy Syst.
Xiaowei Gu, Plamen P. Angelov, Qiang Shen
2022 J jnl
Self-organizing Divisive Hierarchical Voronoi Tessellation-based classifier.
Inf. Sci.
Xiaowei Gu, Qiang Shen
2021 J jnl
A multi-granularity locally optimal prototype-based approach for classification.
Inf. Sci.
Xiaowei Gu, Miqing Li
2021 J jnl
A self-adaptive fuzzy learning system for streaming data prediction.
Inf. Sci.
Xiaowei Gu, Qiang Shen
2021 J jnl
Framework to Create Cloud-Free Remote Sensing Data Using Passenger Aircraft as the Platform.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chisheng Wang, Shuying Wang, Hongxing Cui, Monja B. Sebela, Ce Zhang, Xiaowei Gu, Xu Fang, Zhongwen Hu, Qiandi Tang, Yongquan Wang
2021 J jnl
Multilayer Ensemble Evolving Fuzzy Inference System.
IEEE Trans. Fuzzy Syst.
Xiaowei Gu
2021 J jnl
Particle Swarm Optimized Autonomous Learning Fuzzy System.
IEEE Trans. Cybern.
Xiaowei Gu, Qiang Shen, Plamen P. Angelov
2021 J jnl
Self-organizing fuzzy inference ensemble system for big streaming data classification.
Knowl. Based Syst.
Xiaowei Gu, Plamen Angelov, Zhijin Zhao
2020 B conf
A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion.
FUZZ-IEEE
Xiaowei Gu, Muhammad Aurangzeb Khan, Plamen Angelov, Bikash Tiwary, Elnaz Shafipour Yourdshahi, Zhao-Xu Yang
2020 J jnl
A self-adaptive synthetic over-sampling technique for imbalanced classification.
Int. J. Intell. Syst.
Xiaowei Gu, Plamen P. Angelov, Eduardo A. Soares
2020 J jnl
A self-training hierarchical prototype-based approach for semi-supervised classification.
Inf. Sci.
Xiaowei Gu
2020 J jnl
Autonomous Learning Multiple-Model zero-order classifier for heart sound classification.
Appl. Soft Comput.
Eduardo A. Soares, Plamen Angelov, Xiaowei Gu
2020 J jnl
Highly interpretable hierarchical deep rule-based classifier.
Appl. Soft Comput.
Xiaowei Gu, Plamen P. Angelov
2020 J jnl
Human action recognition using deep rule-based classifier.
Multim. Tools Appl.
Allah Bux Sargano, Xiaowei Gu, Plamen Angelov, Zulfiqar Habib
2020 J jnl
Robust Unsupervised Small Area Change Detection from SAR Imagery Using Deep Learning.
CoRR
Xinzheng Zhang, Hang Su, Ce Zhang, Xiaowei Gu, Xiaoheng Tan, Peter M. Atkinson
2019 J jnl
A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion.
CoRR
Xiaowei Gu, Muhammad Aurangzeb Khan, Plamen Angelov, Bikash Tiwary, Elnaz Shafipour Yourdshahi, Zhao-Xu Yang
2019 J jnl
A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification.
CoRR
Xiaowei Gu, Plamen P. Angelov, Eduardo Almeida Soares
2019 — conf
A Semi-supervised Deep Rule-Based Approach for Remote Sensing Scene Classification.
INNSBDDL
Xiaowei Gu, Plamen P. Angelov
2019 J jnl
A distance-type-insensitive clustering approach.
Appl. Soft Comput.
Xiaowei Gu, Plamen Angelov, Zhijin Zhao
2019 J jnl
A hierarchical prototype-based approach for classification.
Inf. Sci.
Xiaowei Gu, Weiping Ding
2019 B conf
Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor.
IJCNN
Xiaowei Gu, Plamen P. Angelov
2019 — book
Empirical Approach to Machine Learning
Plamen P. Angelov, Xiaowei Gu
2019 J jnl
Local optimality of self-organising neuro-fuzzy inference systems.
Inf. Sci.
Xiaowei Gu, Plamen Angelov, Hai-Jun Rong
2019 J jnl
Self-boosting first-order autonomous learning neuro-fuzzy systems.
Appl. Soft Comput.
Xiaowei Gu, Plamen Angelov
2018 B conf
A Deep Rule-Based Approach for Satellite Scene Image Analysis.
SMC
Xiaowei Gu, Plamen Angelov
2018 J jnl
A Generalized Methodology for Data Analysis.
IEEE Trans. Cybern.
Plamen P. Angelov, Xiaowei Gu, José C. Príncipe
2018 J jnl
A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes.
IEEE Geosci. Remote. Sens. Lett.
Xiaowei Gu, Plamen P. Angelov, Ce Zhang, Peter M. Atkinson
2018 J jnl
A method for autonomous data partitioning.
Inf. Sci.
Xiaowei Gu, Plamen P. Angelov, José C. Príncipe
2018 J jnl
Autonomous Learning Multimodel Systems From Data Streams.
IEEE Trans. Fuzzy Syst.
Plamen P. Angelov, Xiaowei Gu, José C. Príncipe
2018 J jnl
Deep rule-based classifier with human-level performance and characteristics.
Inf. Sci.
Plamen P. Angelov, Xiaowei Gu
2018 J jnl
Empirical Fuzzy Sets.
Int. J. Intell. Syst.
Plamen P. Angelov, Xiaowei Gu
2018 — conf
Foreign currency exchange rate prediction using neuro-fuzzy systems.
INNS Conference on Big Data
Yoke Leng Yong, Yunli Lee, Xiaowei Gu, Plamen P. Angelov, David Chek Ling Ngo, Elnaz Shafipour
2018 J jnl
Self-Organised direction aware data partitioning algorithm.
Inf. Sci.
Xiaowei Gu, Plamen Angelov, Dmitry Kangin, José C. Príncipe
2018 J jnl
Self-organising fuzzy logic classifier.
Inf. Sci.
Xiaowei Gu, Plamen P. Angelov
2018 — —
Self-organising transparent learning system.
Xiaowei Gu
2018 J jnl
Semi-supervised deep rule-based approach for image classification.
Appl. Soft Comput.
Xiaowei Gu, Plamen P. Angelov
2018 J jnl
Stability of Evolving Fuzzy Systems Based on Data Clouds.
IEEE Trans. Fuzzy Syst.
Hai-Jun Rong, Plamen P. Angelov, Xiaowei Gu, Jian-Ming Bai
2018 J jnl
Toward Anthropomorphic Machine Learning.
Computer
Plamen P. Angelov, Xiaowei Gu
2017 B conf
A cascade of deep learning fuzzy rule-based image classifier and SVM.
SMC
Plamen Angelov, Xiaowei Gu
2017 J jnl
A new type of distance metric and its use for clustering.
Evol. Syst.
Xiaowei Gu, Plamen P. Angelov, Dmitry Kangin, José C. Príncipe
2017 — conf
Autonomous anomaly detection.
EAIS
Xiaowei Gu, Plamen Angelov
2017 — conf
Autonomous learning multi-model classifier of 0-Order (ALMMo-0).
EAIS
Plamen Angelov, Xiaowei Gu
2017 J jnl
Empirical Data Analytics.
Int. J. Intell. Syst.
Plamen Angelov, Xiaowei Gu, Dmitry Kangin
2017 B conf
Fast feedforward non-parametric deep learning network with automatic feature extraction.
IJCNN
Plamen Angelov, Xiaowei Gu, José C. Príncipe
2017 — conf
MICE: Multi-Layer Multi-Model Images Classifier Ensemble.
CYBCONF
Plamen Angelov, Xiaowei Gu
2016 B conf
Autonomous Data Density based clustering method.
IJCNN
Plamen P. Angelov, Xiaowei Gu, Germán Gutiérrez, José Antonio Iglesias, Araceli Sanchis
2016 B conf
Autonomous data-driven clustering for live data stream.
SMC
Xiaowei Gu, Plamen P. Angelov
2016 J jnl
Blind estimation of pseudo-random codes in periodic long code direct sequence spread spectrum signals.
IET Commun.
Xiaowei Gu, Zhijin Zhao, Lei Shen
2016 — conf
Detecting Anomalous Behaviour Using Heterogeneous Data.
UKCI
Azliza Mohd Ali, Plamen Angelov, Xiaowei Gu
2016 B conf
Empirical data analysis: A new tool for data analytics.
SMC
Plamen Angelov, Xiaowei Gu, Dmitry Kangin, José C. Príncipe
2016 — conf
Local modes-based free-shape data partitioning.
SSCI
Plamen Angelov, Xiaowei Gu
2016 — conf
Online evolving fuzzy rule-based prediction model for high frequency trading financial data stream.
EAIS
Xiaowei Gu, Plamen P. Angelov, Azliza Mohd Ali, William A. Gruver, Georgi Gaydadjiev
2016 — conf
Parallel Computing TEDA for High Frequency Streaming Data Clustering.
INNS Conference on Big Data
Xiaowei Gu, Plamen P. Angelov, Germán Gutiérrez, José Antonio Iglesias, Araceli Sanchis