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ORCIDXiaowei Gu 0001
Person information
- affiliation: University of Surrey, School of Computer Science and Electronic Engineering, Guildford, UK
- affiliation (PhD 2018): Lancaster University, UK
Other persons with the same name
- Xiaowei Gu — disambiguation page
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2020 – today
- 2025
[j54]Xiaowei Gu
, Gareth D. Howells, Haiyue Yuan:
A semi-supervised soft prototype-based autonomous fuzzy ensemble system for network intrusion detection. Appl. Soft Comput. 170: 112719 (2025)- 2024
- [j53]Xiaowei Gu:
An autonomous centreless approach to chunk-wise data partitioning. Evol. Syst. 15(6): 2135-2157 (2024) - [j52]Xiaowei Gu, Gareth D. Howells, Haiyue Yuan:
A soft prototype-based autonomous fuzzy inference system for network intrusion detection. Inf. Sci. 677: 120964 (2024) - [j51]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: 111235 (2024) - [j50]Xiaowei Gu, Plamen P. Angelov, Qiang Shen:
Semisupervised Fuzzily Weighted Adaptive Boosting for Classification. IEEE Trans. Fuzzy Syst. 32(4): 2318-2330 (2024) - [j49]Zhen Mei, Tao Zhao, Xiaowei Gu:
A Dynamic Evolving Fuzzy System for Streaming Data Prediction. IEEE Trans. Fuzzy Syst. 32(8): 4324-4337 (2024) - [j48]Xiaowei Gu, Qiang Ni, Qiang Shen:
Multilayer Evolving Fuzzy Neural Networks With Self-Adaptive Dimensionality Compression for High-Dimensional Data Classification. IEEE Trans. Fuzzy Syst. 32(11): 6314-6328 (2024) - [j47]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: 1-17 (2024) - [e1]M. Arif Wani, Plamen Angelov, Feng Luo, Mitsunori Ogihara, Xintao Wu, Radu-Emil Precup, Ramin Ramezani, Xiaowei Gu:
International Conference on Machine Learning and Applications, ICMLA 2024, Miami, FL, USA, December 18-20, 2024. IEEE 2024, ISBN 979-8-3503-7488-9 [contents] - 2023
- [j46]Xiaowei Gu, Jungong Han, Qiang Shen, Plamen P. Angelov:
Autonomous learning for fuzzy systems: a review. Artif. Intell. Rev. 56(8): 7549-7595 (2023) - [j45]Xiaowei Gu:
A dual-model semi-supervised self-organizing fuzzy inference system for data stream classification. Appl. Soft Comput. 136: 110053 (2023) - [j44]Xiaowei Gu:
Self-adaptive fuzzy learning ensemble systems with dimensionality compression from data streams. Inf. Sci. 634: 382-399 (2023) - [j43]Guolin Tang, Xiaowei Gu, Francisco Chiclana, Peide Liu, Kedong Yin:
A multi-objective q-rung orthopair fuzzy programming approach to heterogeneous group decision making. Inf. Sci. 645: 119343 (2023) - [j42]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: 2644-2653 (2023) - [j41]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): 295-307 (2023) - [j40]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): 1703-1715 (2023) - [j39]Xiaowei Gu, Plamen Angelov, Jungong Han, Qiang Shen:
Multilayer Evolving Fuzzy Neural Networks. IEEE Trans. Fuzzy Syst. 31(12): 4158-4169 (2023) - 2022
- [j38]Guolin Tang, Yongxuan Yang, Xiaowei Gu, Francisco Chiclana, Peide Liu, Fubin Wang:
A new integrated multi-attribute decision-making approach for mobile medical app evaluation under q-rung orthopair fuzzy environment. Expert Syst. Appl. 200: 117034 (2022) - [j37]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: 179-204 (2022) - [j36]Xiaowei Gu:
An explainable semi-supervised self-organizing fuzzy inference system for streaming data classification. Inf. Sci. 583: 364-385 (2022) - [j35]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: 184-211 (2022) - [j34]Xiaowei Gu, Qiang Shen:
Self-organizing Divisive Hierarchical Voronoi Tessellation-based classifier. Inf. Sci. 603: 106-129 (2022) - [j33]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): 2281-2292 (2022) - [j32]Xiaowei Gu, Qiang Ni, Guolin Tang:
A Novel Data-Driven Approach to Autonomous Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 30(6): 2073-2085 (2022) - [j31]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): 3722-3735 (2022) - [j30]Xiaowei Gu, Plamen P. Angelov, Qiang Shen:
Self-Organizing Fuzzy Belief Inference System for Classification. IEEE Trans. Fuzzy Syst. 30(12): 5473-5483 (2022) - 2021
- [j29]Xiaowei Gu, Miqing Li:
A multi-granularity locally optimal prototype-based approach for classification. Inf. Sci. 569: 157-183 (2021) - [j28]Xiaowei Gu, Qiang Shen:
A self-adaptive fuzzy learning system for streaming data prediction. Inf. Sci. 579: 623-647 (2021) - [j27]Xiaowei Gu, Plamen Angelov, Zhijin Zhao:
Self-organizing fuzzy inference ensemble system for big streaming data classification. Knowl. Based Syst. 218: 106870 (2021) - [j26]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: 6923-6936 (2021) - [j25]Xiaowei Gu, Qiang Shen, Plamen P. Angelov:
Particle Swarm Optimized Autonomous Learning Fuzzy System. IEEE Trans. Cybern. 51(11): 5352-5363 (2021) - [j24]Xiaowei Gu:
Multilayer Ensemble Evolving Fuzzy Inference System. IEEE Trans. Fuzzy Syst. 29(8): 2425-2431 (2021) - 2020
- [j23]Xiaowei Gu, Plamen P. Angelov:
Highly interpretable hierarchical deep rule-based classifier. Appl. Soft Comput. 92: 106310 (2020) - [j22]Eduardo A. Soares, Plamen Angelov, Xiaowei Gu:
Autonomous Learning Multiple-Model zero-order classifier for heart sound classification. Appl. Soft Comput. 94: 106449 (2020) - [j21]Xiaowei Gu, Plamen P. Angelov, Eduardo A. Soares:
A self-adaptive synthetic over-sampling technique for imbalanced classification. Int. J. Intell. Syst. 35(6): 923-943 (2020) - [j20]Xiaowei Gu:
A self-training hierarchical prototype-based approach for semi-supervised classification. Inf. Sci. 535: 204-224 (2020) - [j19]Allah Bux Sargano, Xiaowei Gu, Plamen Angelov, Zulfiqar Habib:
Human action recognition using deep rule-based classifier. Multim. Tools Appl. 79(41-42): 30653-30667 (2020) - [c17]Xiaowei Gu, Muhammad Aurangzeb Khan, Plamen Angelov, Bikash Tiwary, Elnaz Shafipour Yourdshahi, Zhao-Xu Yang:
A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion. FUZZ-IEEE 2020: 1-10 - [i3]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 abs/2011.11005 (2020)
2010 – 2019
- 2019
- [b2]Plamen P. Angelov, Xiaowei Gu:
Empirical Approach to Machine Learning. Studies in Computational Intelligence 800, Springer 2019, ISBN 978-3-030-02383-6 - [j18]Xiaowei Gu, Plamen Angelov:
Self-boosting first-order autonomous learning neuro-fuzzy systems. Appl. Soft Comput. 77: 118-134 (2019) - [j17]Xiaowei Gu, Plamen Angelov, Zhijin Zhao:
A distance-type-insensitive clustering approach. Appl. Soft Comput. 77: 622-634 (2019) - [j16]Xiaowei Gu, Plamen Angelov, Hai-Jun Rong:
Local optimality of self-organising neuro-fuzzy inference systems. Inf. Sci. 503: 351-380 (2019) - [j15]Xiaowei Gu, Weiping Ding:
A hierarchical prototype-based approach for classification. Inf. Sci. 505: 325-351 (2019) - [c16]Xiaowei Gu, Plamen P. Angelov:
Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor. IJCNN 2019: 1-7 - [c15]Xiaowei Gu, Plamen P. Angelov:
A Semi-supervised Deep Rule-Based Approach for Remote Sensing Scene Classification. INNSBDDL 2019: 257-266 - [i2]Xiaowei Gu, Plamen P. Angelov, Eduardo Almeida Soares:
A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification. CoRR abs/1911.11018 (2019) - [i1]Xiaowei Gu, Muhammad Aurangzeb Khan, Plamen Angelov, Bikash Tiwary, Elnaz Shafipour Yourdshahi, Zhao-Xu Yang:
A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion. CoRR abs/1912.08057 (2019) - 2018
- [b1]Xiaowei Gu:
Self-organising transparent learning system. Lancaster University, UK, 2018 - [j14]Xiaowei Gu, Plamen P. Angelov:
Semi-supervised deep rule-based approach for image classification. Appl. Soft Comput. 68: 53-68 (2018) - [j13]Plamen P. Angelov, Xiaowei Gu:
Toward Anthropomorphic Machine Learning. Computer 51(9): 18-27 (2018) - [j12]Plamen P. Angelov, Xiaowei Gu:
Empirical Fuzzy Sets. Int. J. Intell. Syst. 33(2): 362-395 (2018) - [j11]Xiaowei Gu, Plamen Angelov, Dmitry Kangin, José C. Príncipe:
Self-Organised direction aware data partitioning algorithm. Inf. Sci. 423: 80-95 (2018) - [j10]Xiaowei Gu, Plamen P. Angelov:
Self-organising fuzzy logic classifier. Inf. Sci. 447: 36-51 (2018) - [j9]Xiaowei Gu, Plamen P. Angelov, José C. Príncipe:
A method for autonomous data partitioning. Inf. Sci. 460-461: 65-82 (2018) - [j8]Plamen P. Angelov, Xiaowei Gu:
Deep rule-based classifier with human-level performance and characteristics. Inf. Sci. 463-464: 196-213 (2018) - [j7]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): 345-349 (2018) - [j6]Plamen P. Angelov, Xiaowei Gu, José C. Príncipe:
A Generalized Methodology for Data Analysis. IEEE Trans. Cybern. 48(10): 2981-2993 (2018) - [j5]Plamen P. Angelov, Xiaowei Gu, José C. Príncipe:
Autonomous Learning Multimodel Systems From Data Streams. IEEE Trans. Fuzzy Syst. 26(4): 2213-2224 (2018) - [j4]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): 2774-2784 (2018) - [c14]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: 232-238 - [c13]Xiaowei Gu, Plamen Angelov:
A Deep Rule-Based Approach for Satellite Scene Image Analysis. SMC 2018: 2778-2783 - 2017
- [j3]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): 167-177 (2017) - [j2]Plamen Angelov, Xiaowei Gu, Dmitry Kangin:
Empirical Data Analytics. Int. J. Intell. Syst. 32(12): 1261-1284 (2017) - [c12]Plamen Angelov, Xiaowei Gu:
MICE: Multi-Layer Multi-Model Images Classifier Ensemble. CYBCONF 2017: 1-8 - [c11]Plamen Angelov, Xiaowei Gu:
Autonomous learning multi-model classifier of 0-Order (ALMMo-0). EAIS 2017: 1-7 - [c10]Xiaowei Gu, Plamen Angelov:
Autonomous anomaly detection. EAIS 2017: 1-8 - [c9]Plamen Angelov, Xiaowei Gu, José C. Príncipe:
Fast feedforward non-parametric deep learning network with automatic feature extraction. IJCNN 2017: 534-541 - [c8]Plamen Angelov, Xiaowei Gu:
A cascade of deep learning fuzzy rule-based image classifier and SVM. SMC 2017: 746-751 - 2016
- [j1]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): 1273-1281 (2016) - [c7]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: 169-175 - [c6]Plamen P. Angelov, Xiaowei Gu, Germán Gutiérrez, José Antonio Iglesias, Araceli Sanchis:
Autonomous Data Density based clustering method. IJCNN 2016: 2405-2413 - [c5]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: 238-253 - [c4]Plamen Angelov, Xiaowei Gu, Dmitry Kangin, José C. Príncipe:
Empirical data analysis: A new tool for data analytics. SMC 2016: 52-59 - [c3]Xiaowei Gu, Plamen P. Angelov:
Autonomous data-driven clustering for live data stream. SMC 2016: 1128-1135 - [c2]Plamen Angelov, Xiaowei Gu:
Local modes-based free-shape data partitioning. SSCI 2016: 1-8 - [c1]Azliza Mohd Ali, Plamen Angelov, Xiaowei Gu:
Detecting Anomalous Behaviour Using Heterogeneous Data. UKCI 2016: 253-273
Coauthor Index
aka: Plamen P. Angelov
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