Xiaowei Gu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 82

Top Topics

Autonomous Learning

Fuzzy Inference

Top Venues

IEEE Trans. Fuzzy Syst.

Appl. Soft Comput.

Publications

Xiaowei Gu, Gareth D. Howells, Haiyue Yuan
A soft prototype-based autonomous fuzzy inference system for network intrusion detection. Inf. Sci. 677 (2024)
Muhammad Yunus Iqbal Basheer, Azliza Mohd Ali, Nurzeatul Hamimah Abdul Hamid, Muhammad Azizi Mohd Ariffin, Rozianawaty Osman, Sharifalillah Nordin, Xiaowei Gu
Autonomous anomaly detection for streaming data. Knowl. Based Syst. 284 (2024)
Zhen Mei, Tao Zhao, Xiaowei Gu
A Dynamic Evolving Fuzzy System for Streaming Data Prediction. IEEE Trans. Fuzzy Syst. 32 (8) (2024)
Hongxing Cui, Danling Tang, Huizeng Liu, Hongbin Liu, Yi Sui, Yangchen Lai, Xiaowei Gu
Modeling Ocean Cooling Induced by Tropical Cyclone Wind Pump Using Explainable Machine Learning Framework. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiaowei Gu, Plamen P. Angelov, Qiang Shen
Semisupervised Fuzzily Weighted Adaptive Boosting for Classification. IEEE Trans. Fuzzy Syst. 32 (4) (2024)
Xiaowei Gu, Jungong Han, Qiang Shen, Plamen P. Angelov
Autonomous learning for fuzzy systems: a review. Artif. Intell. Rev. 56 (8) (2023)
Xiaowei Gu, Miqing Li, Liang Shen, Guolin Tang, Qiang Ni, Taoxin Peng, Qiang Shen
Multiobjective Evolutionary Optimization for Prototype-Based Fuzzy Classifiers. IEEE Trans. Fuzzy Syst. 31 (5) (2023)
Xiaowei Gu, Plamen P. Angelov, Jungong Han, Qiang Shen
Multilayer Evolving Fuzzy Neural Networks. IEEE Trans. Fuzzy Syst. 31 (12) (2023)
Hongxing Cui, Danling Tang, Huizeng Liu, Yi Sui, Xiaowei Gu
Composite Analysis-Based Machine Learning for Prediction of Tropical Cyclone-Induced Sea Surface Height Anomaly. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Xiaowei Gu
Self-adaptive fuzzy learning ensemble systems with dimensionality compression from data streams. Inf. Sci. 634 (2023)
Xiaowei Gu
A dual-model semi-supervised self-organizing fuzzy inference system for data stream classification. Appl. Soft Comput. 136 (2023)
Guolin Tang, Xiaowei Gu, Francisco Chiclana, Peide Liu, Kedong Yin
-rung orthopair fuzzy programming approach to heterogeneous group decision making. Inf. Sci. 645 (2023)
Jing He, Lei Shen, Yudong Yao, Huaxia Wang, Guodong Zhao, Xiaowei Gu, Weiping Ding
Finger Vein Image Deblurring Using Neighbors-Based Binary-GAN (NB-GAN). IEEE Trans. Emerg. Top. Comput. Intell. 7 (2) (2023)
Xiaowei Gu
An explainable semi-supervised self-organizing fuzzy inference system for streaming data classification. Inf. Sci. 583 (2022)
Xiaowei Gu, Qiang Ni, Guolin Tang
A Novel Data-Driven Approach to Autonomous Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 30 (6) (2022)
Xiaowei Gu, Plamen P. Angelov
Multiclass Fuzzily Weighted Adaptive-Boosting-Based Self-Organizing Fuzzy Inference Ensemble Systems for Classification. IEEE Trans. Fuzzy Syst. 30 (9) (2022)
Xiaowei Gu, Plamen P. Angelov, Qiang Shen
Self-Organizing Fuzzy Belief Inference System for Classification. IEEE Trans. Fuzzy Syst. 30 (12) (2022)
Guolin Tang, Yongxuan Yang, Xiaowei Gu, Francisco Chiclana, Peide Liu, Fubin Wang
-rung orthopair fuzzy environment. Expert Syst. Appl. 200 (2022)
Xiaowei Gu, Plamen P. Angelov, Ce Zhang, Peter M. Atkinson
A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44 (5) (2022)
Guolin Tang, Jianpeng Long, Xiaowei Gu, Francisco Chiclana, Peide Liu, Fubin Wang
Interval type-2 fuzzy programming method for risky multicriteria decision-making with heterogeneous relationship. Inf. Sci. 584 (2022)
Xiaowei Gu, Ce Zhang, Qiang Shen, Jungong Han, Plamen P. Angelov, Peter M. Atkinson
A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification. Inf. Fusion 80 (2022)
Xiaowei Gu, Qiang Shen
Self-organizing Divisive Hierarchical Voronoi Tessellation-based classifier. Inf. Sci. 603 (2022)
Xiaowei Gu, Plamen P. Angelov, Zhijin Zhao
Self-organizing fuzzy inference ensemble system for big streaming data classification. Knowl. Based Syst. 218 (2021)
Quanyi Zou, Lu Lu, Zhanyu Yang, Xiaowei Gu, Shaojian Qiu
Joint feature representation learning and progressive distribution matching for cross-project defect prediction. Inf. Softw. Technol. 137 (2021)
Xiaowei Gu, Qiang Shen
A self-adaptive fuzzy learning system for streaming data prediction. Inf. Sci. 579 (2021)
Chisheng Wang, Shuying Wang, Hongxing Cui, Monja B. Sebela, Ce Zhang, Xiaowei Gu, Xu Fang, Zhongwen Hu, Qiandi Tang, Yongquan Wang
Framework to Create Cloud-Free Remote Sensing Data Using Passenger Aircraft as the Platform. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Quanyi Zou, Lu Lu, Shaojian Qiu, Xiaowei Gu, Ziyi Cai
Correlation feature and instance weights transfer learning for cross project software defect prediction. IET Softw. 15 (1) (2021)
Xiaowei Gu, Qiang Shen, Plamen P. Angelov
Particle Swarm Optimized Autonomous Learning Fuzzy System. IEEE Trans. Cybern. 51 (11) (2021)
Xiaowei Gu, Miqing Li
A multi-granularity locally optimal prototype-based approach for classification. Inf. Sci. 569 (2021)
Xiaowei Gu
Multilayer Ensemble Evolving Fuzzy Inference System. IEEE Trans. Fuzzy Syst. 29 (8) (2021)
Kuiliang Chen, Zhiwei Wang, Xiaowei Gu, Zhanwei Wang
Multicondition operation fault detection for chillers based on global density-weighted support vector data description. Appl. Soft Comput. 112 (2021)
Xiaowei Gu
A self-training hierarchical prototype-based approach for semi-supervised classification. Inf. Sci. 535 (2020)
Xiaowei Gu, Plamen P. Angelov
Highly interpretable hierarchical deep rule-based classifier. Appl. Soft Comput. 92 (2020)
Eduardo A. Soares, Plamen P. Angelov, Xiaowei Gu
Autonomous Learning Multiple-Model zero-order classifier for heart sound classification. Appl. Soft Comput. 94 (2020)
Xiaowei Gu, Xunhong Wang, Zaobao Liu, Wenhua Zha, Xiaochuan Xu, Minggui Zheng
A Multi-Objective Optimization Model Using Improved NSGA-II for Optimizing Metal Mines Production Process. IEEE Access 8 (2020)
Xiaowei Gu, Lu Lu, Shaojian Qiu, Quanyi Zou, Zhanyu Yang
Sentiment key frame extraction in user-generated micro-videos via low-rank and sparse representation. Neurocomputing 410 (2020)
Xinzheng Zhang, Hang Su, Ce Zhang, Xiaowei Gu, Xiaoheng Tan, Peter M. Atkinson
Robust Unsupervised Small Area Change Detection from SAR Imagery Using Deep Learning. CoRR (2020)
Xiaowei Gu, Tinggang Jia, Yugang Niu
Consensus tracking for multi-agent systems subject to channel fading: a sliding mode control method. Int. J. Syst. Sci. 51 (14) (2020)
Xiaowei Gu, Muhammad Aurangzeb Khan, Plamen P. Angelov, Bikash Tiwary, Elnaz Shafipour Yourdshahi, Zhao-Xu Yang
A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion. FUZZ-IEEE (2020)
Allah Bux Sargano, Xiaowei Gu, Plamen P. Angelov, Zulfiqar Habib
Human action recognition using deep rule-based classifier. Multim. Tools Appl. 79 (41-42) (2020)
Xiaowei Gu, Plamen P. Angelov, Eduardo A. Soares
A self-adaptive synthetic over-sampling technique for imbalanced classification. Int. J. Intell. Syst. 35 (6) (2020)
Xiaowei Gu, Plamen Angelov, Hai-Jun Rong
Local optimality of self-organising neuro-fuzzy inference systems. Inf. Sci. 503 (2019)
Xiaowei Gu, Plamen P. Angelov
A Semi-supervised Deep Rule-Based Approach for Remote Sensing Scene Classification. INNSBDDL (2019)
Xiaowei Gu, Plamen P. Angelov, Eduardo Almeida Soares
A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification. CoRR (2019)
Xiaowei Gu, Weiping Ding
A hierarchical prototype-based approach for classification. Inf. Sci. 505 (2019)
Xiaowei Gu, Plamen P. Angelov
Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor. IJCNN (2019)
Xiaowei Gu, Muhammad Aurangzeb Khan, Plamen P. Angelov, Bikash Tiwary, Elnaz Shafipour Yourdshahi, Zhao-Xu Yang
A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion. CoRR (2019)
Xiaowei Gu, Plamen Angelov, Zhijin Zhao
A distance-type-insensitive clustering approach. Appl. Soft Comput. 77 (2019)
Xiaowei Gu, Plamen Angelov
Self-boosting first-order autonomous learning neuro-fuzzy systems. Appl. Soft Comput. 77 (2019)
Nisha Bao, Wenwen Li, Xiaowei Gu, Yanhui Liu
Biomass Estimation for Semiarid Vegetation and Mine Rehabilitation Using Worldview-3 and Sentinel-1 SAR Imagery. Remote. Sens. 11 (23) (2019)
Xiaowei Gu, Yiqin Sun
Image analysis of ceramic burning based on cellular automata. EURASIP J. Image Video Process. 2018 (2018)
Xiaowei Gu, Plamen P. Angelov
Self-organising fuzzy logic classifier. Inf. Sci. 447 (2018)
Xiaowei Gu, Plamen Angelov, Dmitry Kangin, José C. Príncipe
Self-Organised direction aware data partitioning algorithm. Inf. Sci. 423 (2018)
Plamen P. Angelov, Xiaowei Gu
Toward Anthropomorphic Machine Learning. Computer 51 (9) (2018)
Xiaowei Gu, Plamen P. Angelov
Semi-supervised deep rule-based approach for image classification. Appl. Soft Comput. 68 (2018)
Yoke Leng Yong, Yunli Lee, Xiaowei Gu, Plamen P. Angelov, David Chek Ling Ngo, Elnaz Shafipour
Foreign currency exchange rate prediction using neuro-fuzzy systems. INNS Conference on Big Data (2018)
Xiaowei Gu, Plamen Angelov
A Deep Rule-Based Approach for Satellite Scene Image Analysis. SMC (2018)
Plamen P. Angelov, Xiaowei Gu, José C. Príncipe
Autonomous Learning Multimodel Systems From Data Streams. IEEE Trans. Fuzzy Syst. 26 (4) (2018)
Plamen P. Angelov, Xiaowei Gu, José C. Príncipe
A Generalized Methodology for Data Analysis. IEEE Trans. Cybern. 48 (10) (2018)
Hai-Jun Rong, Plamen P. Angelov, Xiaowei Gu, Jian-Ming Bai
Stability of Evolving Fuzzy Systems Based on Data Clouds. IEEE Trans. Fuzzy Syst. 26 (5) (2018)
Plamen P. Angelov, Xiaowei Gu
Empirical Fuzzy Sets. Int. J. Intell. Syst. 33 (2) (2018)
Plamen P. Angelov, Xiaowei Gu
Deep rule-based classifier with human-level performance and characteristics. Inf. Sci. (2018)
Xiaowei Gu, Plamen P. Angelov, José C. Príncipe
A method for autonomous data partitioning. Inf. Sci. (2018)
Xiaowei Gu, Plamen P. Angelov, Ce Zhang, Peter M. Atkinson
A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes. IEEE Geosci. Remote. Sens. Lett. 15 (3) (2018)
Xiaowei Gu, Yiqin Sun
Image transformation and information hiding technology based on genetic algorithm. EURASIP J. Image Video Process. 2018 (2018)
Plamen Angelov, Xiaowei Gu
MICE: Multi-Layer Multi-Model Images Classifier Ensemble. CYBCONF (2017)
Xiaowei Gu, Plamen P. Angelov
Autonomous anomaly detection. EAIS (2017)
Zhijin Zhao, Xiaowei Gu, Fangfang Qiang, Lei Shen
Blind Estimation of PN Codes in Multi-user LSC-DSSS Signals. J. Commun. 12 (1) (2017)
Plamen Angelov, Xiaowei Gu, Dmitry Kangin
Empirical Data Analytics. Int. J. Intell. Syst. 32 (12) (2017)
Guangming Shi, Zuozhi Liu, Xiaotian Wang, Chengyu T. Li, Xiaowei Gu
Object-dependent sparse representation for extracellular spike detection. Neurocomputing 266 (2017)
Xiaowei Gu, Plamen P. Angelov, Dmitry Kangin, José C. Príncipe
A new type of distance metric and its use for clustering. Evol. Syst. 8 (3) (2017)
Plamen Angelov, Xiaowei Gu
A cascade of deep learning fuzzy rule-based image classifier and SVM. SMC (2017)
Plamen P. Angelov, Xiaowei Gu, José C. Príncipe
Fast feedforward non-parametric deep learning network with automatic feature extraction. IJCNN (2017)
Plamen P. Angelov, Xiaowei Gu
Autonomous learning multi-model classifier of 0-Order (ALMMo-0). EAIS (2017)
Plamen P. Angelov, Xiaowei Gu, Dmitry Kangin, José C. Príncipe
Empirical data analysis: A new tool for data analytics. SMC (2016)
Xiaowei Gu, Plamen P. Angelov
Autonomous data-driven clustering for live data stream. SMC (2016)
Xiaowei Gu, Zhijin Zhao, Lei Shen
Blind estimation of pseudo-random codes in periodic long code direct sequence spread spectrum signals. IET Commun. 10 (11) (2016)
Xiaowei Gu, Plamen P. Angelov, Germán Gutiérrez, José Antonio Iglesias, Araceli Sanchis
Parallel Computing TEDA for High Frequency Streaming Data Clustering. INNS Conference on Big Data (2016)
Plamen P. Angelov, Xiaowei Gu
Local modes-based free-shape data partitioning. SSCI (2016)
Xiaowei Gu, Plamen P. Angelov, Azliza Mohd Ali, William A. Gruver, Georgi Gaydadjiev
Online evolving fuzzy rule-based prediction model for high frequency trading financial data stream. EAIS (2016)
Azliza Mohd Ali, Plamen Angelov, Xiaowei Gu
Detecting Anomalous Behaviour Using Heterogeneous Data. UKCI (2016)
Plamen P. Angelov, Xiaowei Gu, Germán Gutiérrez, José Antonio Iglesias, Araceli Sanchis
Autonomous Data Density based clustering method. IJCNN (2016)
Qingjiang Shi, WeiQiang Xu, Dapeng Li, Yaming Wang, Xiaowei Gu, Wenshu Li
On the Energy Efficiency Optimality of OFDMA for SISO-OFDM Downlink System. IEEE Commun. Lett. 17 (3) (2013)