Online evolving fuzzy rule-based prediction model for high frequency trading financial data stream. - Xiaowei Gu 001; Plamen P. Angelov; Azliza Mohd Ali; William A. Gruver; Georgi Gaydadjiev (EAIS, 2016)

Autonomous Data Density based clustering method. - Plamen P. Angelov; Xiaowei Gu 001; Germán Gutiérrez; José Antonio Iglesias 001; Araceli Sanchis (IJCNN, 2016)

Parallel Computing TEDA for High Frequency Streaming Data Clustering. - Xiaowei Gu 001; Plamen P. Angelov; Germán Gutiérrez; José Antonio Iglesias 001; Araceli Sanchis (INNS Conference on Big Data, 2016)

Empirical data analysis: A new tool for data analytics. - Plamen Angelov 001; Xiaowei Gu 001; Dmitry Kangin; José C. Príncipe (SMC, 2016)

Autonomous data-driven clustering for live data stream. - Xiaowei Gu 001; Plamen P. Angelov (SMC, 2016)

Local modes-based free-shape data partitioning. - Plamen Angelov 001; Xiaowei Gu 001 (SSCI, 2016)

Detecting Anomalous Behaviour Using Heterogeneous Data. - Azliza Mohd Ali; Plamen Angelov 001; Xiaowei Gu 001 (UKCI, 2016)

Blind estimation of pseudo-random codes in periodic long code direct sequence spread spectrum signals. - Xiaowei Gu 001; Zhijin Zhao; Lei Shen 003 (IET Commun., 2016)

MICE: Multi-Layer Multi-Model Images Classifier Ensemble. - Plamen Angelov 001; Xiaowei Gu 001 (CYBCONF, 2017)

Autonomous learning multi-model classifier of 0-Order (ALMMo-0). - Plamen Angelov 001; Xiaowei Gu 001 (EAIS, 2017)

Autonomous anomaly detection. - Xiaowei Gu 001; Plamen Angelov 001 (EAIS, 2017)

Fast feedforward non-parametric deep learning network with automatic feature extraction. - Plamen Angelov 001; Xiaowei Gu 001; José C. Príncipe (IJCNN, 2017)

A cascade of deep learning fuzzy rule-based image classifier and SVM. - Plamen Angelov 001; Xiaowei Gu 001 (SMC, 2017)

A new type of distance metric and its use for clustering. - Xiaowei Gu 001; Plamen P. Angelov; Dmitry Kangin; José C. Príncipe (Evol. Syst., 2017)

Empirical Data Analytics. - Plamen Angelov 001; Xiaowei Gu 001; Dmitry Kangin (Int. J. Intell. Syst., 2017)

Foreign currency exchange rate prediction using neuro-fuzzy systems. - Yoke Leng Yong; Yunli Lee; Xiaowei Gu 001; Plamen P. Angelov; David Chek Ling Ngo; Elnaz Shafipour (INNS Conference on Big Data, 2018)

A Deep Rule-Based Approach for Satellite Scene Image Analysis. - Xiaowei Gu 001; Plamen Angelov 001 (SMC, 2018)

Semi-supervised deep rule-based approach for image classification. - Xiaowei Gu 001; Plamen P. Angelov (Appl. Soft Comput., 2018)

Toward Anthropomorphic Machine Learning. - Plamen P. Angelov; Xiaowei Gu 001 (Computer, 2018)

Empirical Fuzzy Sets. - Plamen P. Angelov; Xiaowei Gu 001 (Int. J. Intell. Syst., 2018)

Deep rule-based classifier with human-level performance and characteristics. - Plamen P. Angelov; Xiaowei Gu 001 (Inf. Sci., 2018)

Self-organising fuzzy logic classifier. - Xiaowei Gu 001; Plamen P. Angelov (Inf. Sci., 2018)

Self-Organised direction aware data partitioning algorithm. - Xiaowei Gu 001; Plamen Angelov 001; Dmitry Kangin; José C. Príncipe (Inf. Sci., 2018)

A method for autonomous data partitioning. - Xiaowei Gu 001; Plamen P. Angelov; José C. Príncipe (Inf. Sci., 2018)

A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes. - Xiaowei Gu 001; Plamen P. Angelov; Ce Zhang 005; Peter M. Atkinson (IEEE Geosci. Remote. Sens. Lett., 2018)

A Generalized Methodology for Data Analysis. - Plamen P. Angelov; Xiaowei Gu 001; José C. Príncipe (IEEE Trans. Cybern., 2018)

Autonomous Learning Multimodel Systems From Data Streams. - Plamen P. Angelov; Xiaowei Gu 001; José C. Príncipe (IEEE Trans. Fuzzy Syst., 2018)

Stability of Evolving Fuzzy Systems Based on Data Clouds. - Hai-Jun Rong; Plamen P. Angelov; Xiaowei Gu 001; Jian-Ming Bai (IEEE Trans. Fuzzy Syst., 2018)

Self-organising transparent learning system. - Xiaowei Gu 001 (2018)

Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor. - Xiaowei Gu 001; Plamen P. Angelov (IJCNN, 2019)

A Semi-supervised Deep Rule-Based Approach for Remote Sensing Scene Classification. - Xiaowei Gu 001; Plamen P. Angelov (INNSBDDL, 2019)

Self-boosting first-order autonomous learning neuro-fuzzy systems. - Xiaowei Gu 001; Plamen Angelov 001 (Appl. Soft Comput., 2019)

A distance-type-insensitive clustering approach. - Xiaowei Gu 001; Plamen Angelov 001; Zhijin Zhao (Appl. Soft Comput., 2019)

Local optimality of self-organising neuro-fuzzy inference systems. - Xiaowei Gu 001; Plamen Angelov 001; Hai-Jun Rong (Inf. Sci., 2019)

A hierarchical prototype-based approach for classification. - Xiaowei Gu 001; Weiping Ding 001 (Inf. Sci., 2019)

Empirical Approach to Machine Learning - Plamen P. Angelov; Xiaowei Gu 001 (Springer, 2019)

A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion. - Xiaowei Gu 001; Muhammad Aurangzeb Khan; Plamen Angelov 001; Bikash Tiwary; Elnaz Shafipour Yourdshahi; Zhao-Xu Yang (FUZZ-IEEE, 2020)

Highly interpretable hierarchical deep rule-based classifier. - Xiaowei Gu 001; Plamen P. Angelov (Appl. Soft Comput., 2020)

Autonomous Learning Multiple-Model zero-order classifier for heart sound classification. - Eduardo A. Soares 001; Plamen Angelov 001; Xiaowei Gu 001 (Appl. Soft Comput., 2020)

Robust Unsupervised Small Area Change Detection from SAR Imagery Using Deep Learning. - Xinzheng Zhang 002; Hang Su; Ce Zhang 005; Xiaowei Gu 001; Xiaoheng Tan; Peter M. Atkinson (CoRR, 2020)

A self-adaptive synthetic over-sampling technique for imbalanced classification. - Xiaowei Gu 001; Plamen P. Angelov; Eduardo A. Soares 001 (Int. J. Intell. Syst., 2020)

A self-training hierarchical prototype-based approach for semi-supervised classification. - Xiaowei Gu 001 (Inf. Sci., 2020)

Human action recognition using deep rule-based classifier. - Allah Bux Sargano; Xiaowei Gu 001; Plamen Angelov 001; Zulfiqar Habib (Multim. Tools Appl., 2020)

A multi-granularity locally optimal prototype-based approach for classification. - Xiaowei Gu 001; Miqing Li (Inf. Sci., 2021)

A self-adaptive fuzzy learning system for streaming data prediction. - Xiaowei Gu 001; Qiang Shen 001 (Inf. Sci., 2021)

Self-organizing fuzzy inference ensemble system for big streaming data classification. - Xiaowei Gu 001; Plamen Angelov 001; Zhijin Zhao (Knowl. Based Syst., 2021)

Framework to Create Cloud-Free Remote Sensing Data Using Passenger Aircraft as the Platform. - Chisheng Wang; Shuying Wang; Hongxing Cui; Monja B. Sebela; Ce Zhang 005; Xiaowei Gu 001; Xu Fang; Zhongwen Hu; Qiandi Tang; Yongquan Wang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Particle Swarm Optimized Autonomous Learning Fuzzy System. - Xiaowei Gu 001; Qiang Shen 001; Plamen P. Angelov (IEEE Trans. Cybern., 2021)

Multilayer Ensemble Evolving Fuzzy Inference System. - Xiaowei Gu 001 (IEEE Trans. Fuzzy Syst., 2021)

A new integrated multi-attribute decision-making approach for mobile medical app evaluation under q-rung orthopair fuzzy environment. - Guolin Tang; Yongxuan Yang; Xiaowei Gu 001; Francisco Chiclana; Peide Liu; Fubin Wang (Expert Syst. Appl., 2022)

A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification. - Xiaowei Gu 001; Ce Zhang 005; Qiang Shen 001; Jungong Han; Plamen P. Angelov; Peter M. Atkinson (Inf. Fusion, 2022)

An explainable semi-supervised self-organizing fuzzy inference system for streaming data classification. - Xiaowei Gu 001 (Inf. Sci., 2022)

Self-organizing Divisive Hierarchical Voronoi Tessellation-based classifier. - Xiaowei Gu 001; Qiang Shen 001 (Inf. Sci., 2022)

Interval type-2 fuzzy programming method for risky multicriteria decision-making with heterogeneous relationship. - Guolin Tang; Jianpeng Long; Xiaowei Gu 001; Francisco Chiclana; Peide Liu; Fubin Wang (Inf. Sci., 2022)

A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis. - Xiaowei Gu 001; Plamen P. Angelov; Ce Zhang 005; Peter M. Atkinson (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Multiclass Fuzzily Weighted Adaptive-Boosting-Based Self-Organizing Fuzzy Inference Ensemble Systems for Classification. - Xiaowei Gu 001; Plamen P. Angelov (IEEE Trans. Fuzzy Syst., 2022)

Self-Organizing Fuzzy Belief Inference System for Classification. - Xiaowei Gu 001; Plamen P. Angelov; Qiang Shen 001 (IEEE Trans. Fuzzy Syst., 2022)

A Novel Data-Driven Approach to Autonomous Fuzzy Clustering. - Xiaowei Gu 001; Qiang Ni; Guolin Tang (IEEE Trans. Fuzzy Syst., 2022)

Autonomous learning for fuzzy systems: a review. - Xiaowei Gu 001; Jungong Han; Qiang Shen 001; Plamen P. Angelov (Artif. Intell. Rev., 2023)

Composite Analysis-Based Machine Learning for Prediction of Tropical Cyclone-Induced Sea Surface Height Anomaly. - Hongxing Cui; Danling Tang; Huizeng Liu; Yi Sui; Xiaowei Gu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

A dual-model semi-supervised self-organizing fuzzy inference system for data stream classification. - Xiaowei Gu 001 (Appl. Soft Comput., 2023)

Finger Vein Image Deblurring Using Neighbors-Based Binary-GAN (NB-GAN). - Jing He 014; Lei Shen 003; Yudong Yao; Huaxia Wang; Guodong Zhao; Xiaowei Gu 001; Weiping Ding 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Multiobjective Evolutionary Optimization for Prototype-Based Fuzzy Classifiers. - Xiaowei Gu 001; Miqing Li; Liang Shen 006; Guolin Tang; Qiang Ni; Taoxin Peng; Qiang Shen 001 (IEEE Trans. Fuzzy Syst., 2023)

Self-adaptive fuzzy learning ensemble systems with dimensionality compression from data streams. - Xiaowei Gu 001 (Inf. Sci., 2023)

A multi-objective q-rung orthopair fuzzy programming approach to heterogeneous group decision making. - Guolin Tang; Xiaowei Gu 001; Francisco Chiclana; Peide Liu; Kedong Yin (Inf. Sci., 2023)

Multilayer Evolving Fuzzy Neural Networks. - Xiaowei Gu 001; Plamen Angelov 001; Jungong Han; Qiang Shen 001 (IEEE Trans. Fuzzy Syst., 2023)

A soft prototype-based autonomous fuzzy inference system for network intrusion detection. - Xiaowei Gu 001; Gareth D. Howells; Haiyue Yuan (Inf. Sci., 2024)

Autonomous anomaly detection for streaming data. - Muhammad Yunus Iqbal Basheer; Azliza Mohd Ali; Nurzeatul Hamimah Abdul Hamid; Muhammad Azizi Mohd Ariffin; Rozianawaty Osman; Sharifalillah Nordin; Xiaowei Gu 001 (Knowl. Based Syst., 2024)

Modeling Ocean Cooling Induced by Tropical Cyclone Wind Pump Using Explainable Machine Learning Framework. - Hongxing Cui; Danling Tang; Huizeng Liu; Hongbin Liu; Yi Sui; Yangchen Lai; Xiaowei Gu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Semisupervised Fuzzily Weighted Adaptive Boosting for Classification. - Xiaowei Gu 001; Plamen P. Angelov; Qiang Shen 001 (IEEE Trans. Fuzzy Syst., 2024)

A Dynamic Evolving Fuzzy System for Streaming Data Prediction. - Zhen Mei; Tao Zhao 003; Xiaowei Gu 001 (IEEE Trans. Fuzzy Syst., 2024)

Multilayer Evolving Fuzzy Neural Networks With Self-Adaptive Dimensionality Compression for High-Dimensional Data Classification. - Xiaowei Gu 001; Qiang Ni; Qiang Shen 001 (IEEE Trans. Fuzzy Syst., 2024)

An autonomous centreless approach to chunk-wise data partitioning. - Xiaowei Gu 001 (Evol. Syst., 2024)

A semi-supervised soft prototype-based autonomous fuzzy ensemble system for network intrusion detection. - Xiaowei Gu 001; Gareth D. Howells; Haiyue Yuan (Appl. Soft Comput., 2025)