Xiaowei Gu

IEEE Trans. Fuzzy Syst., April, 2024

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

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

2023

Multilayer Evolving Fuzzy Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., December, 2023

A multi-objective <i>q</i>-rung orthopair fuzzy programming approach to heterogeneous group decision making.

[BibT_eX]

[DOI]

Inf. Sci., October, 2023

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

[BibT_eX]

[DOI]

Inf. Sci., July, 2023

Multiobjective Evolutionary Optimization for Prototype-Based Fuzzy Classifiers.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., May, 2023

Finger Vein Image Deblurring Using Neighbors-Based Binary-GAN (NB-GAN).

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., April, 2023

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

[BibT_eX]

[DOI]

Appl. Soft Comput., March, 2023

Composite Analysis-Based Machine Learning for Prediction of Tropical Cyclone-Induced Sea Surface Height Anomaly.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Autonomous learning for fuzzy systems: a review.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2023

2022

A Novel Data-Driven Approach to Autonomous Fuzzy Clustering.

[BibT_eX]

[DOI]

Qiang Ni

Guolin Tang

IEEE Trans. Fuzzy Syst., 2022

Self-Organizing Fuzzy Belief Inference System for Classification.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2022

Multiclass Fuzzily Weighted Adaptive-Boosting-Based Self-Organizing Fuzzy Inference Ensemble Systems for Classification.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2022

A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

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

[BibT_eX]

[DOI]

Inf. Sci., 2022

Self-organizing Divisive Hierarchical Voronoi Tessellation-based classifier.

[BibT_eX]

[DOI]

Inf. Sci., 2022

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

[BibT_eX]

[DOI]

Inf. Sci., 2022

A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

Inf. Fusion, 2022

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

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

2021

Multilayer Ensemble Evolving Fuzzy Inference System.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2021

Particle Swarm Optimized Autonomous Learning Fuzzy System.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Framework to Create Cloud-Free Remote Sensing Data Using Passenger Aircraft as the Platform.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Self-organizing fuzzy inference ensemble system for big streaming data classification.

[BibT_eX]

[DOI]

Zhijin Zhao

Knowl. Based Syst., 2021

A self-adaptive fuzzy learning system for streaming data prediction.

[BibT_eX]

[DOI]

Inf. Sci., 2021

A multi-granularity locally optimal prototype-based approach for classification.

[BibT_eX]

[DOI]

Miqing Li

Inf. Sci., 2021

Joint feature representation learning and progressive distribution matching for cross-project defect prediction.

[BibT_eX]

[DOI]

Inf. Softw. Technol., 2021

Correlation feature and instance weights transfer learning for cross project software defect prediction.

[BibT_eX]

[DOI]

IET Softw., 2021

Multicondition operation fault detection for chillers based on global density-weighted support vector data description.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

2020

Human action recognition using deep rule-based classifier.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

A self-training hierarchical prototype-based approach for semi-supervised classification.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Consensus tracking for multi-agent systems subject to channel fading: a sliding mode control method.

[BibT_eX]

[DOI]

Tinggang Jia

Yugang Niu

Int. J. Syst. Sci., 2020

Sentiment key frame extraction in user-generated micro-videos via low-rank and sparse representation.

[BibT_eX]

[DOI]

Neurocomputing, 2020

A self-adaptive synthetic over-sampling technique for imbalanced classification.

[BibT_eX]

[DOI]

Eduardo A. Soares

Int. J. Intell. Syst., 2020

Robust Unsupervised Small Area Change Detection from SAR Imagery Using Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Autonomous Learning Multiple-Model zero-order classifier for heart sound classification.

[BibT_eX]

[DOI]

Eduardo A. Soares

Appl. Soft Comput., 2020

Highly interpretable hierarchical deep rule-based classifier.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2020

A Multi-Objective Optimization Model Using Improved NSGA-II for Optimizing Metal Mines Production Process.

[BibT_eX]

[DOI]

IEEE Access, 2020

A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion.

[BibT_eX]

[DOI]

Muhammad Aurangzeb Khan

Elnaz Shafipour Yourdshahi

Bikash Tiwary

Zhao-Xu Yang

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

Empirical Approach to Machine Learning

[BibT_eX]

[DOI]

Studies in Computational Intelligence 800, Springer, ISBN: 978-3-030-02384-3, 2019

Biomass Estimation for Semiarid Vegetation and Mine Rehabilitation Using Worldview-3 and Sentinel-1 SAR Imagery.

[BibT_eX]

[DOI]

Remote. Sens., 2019

A hierarchical prototype-based approach for classification.

[BibT_eX]

[DOI]

Weiping Ding

Inf. Sci., 2019

Local optimality of self-organising neuro-fuzzy inference systems.

[BibT_eX]

[DOI]

Hai-Jun Rong

Inf. Sci., 2019

A distance-type-insensitive clustering approach.

[BibT_eX]

[DOI]

Zhijin Zhao

Appl. Soft Comput., 2019

Self-boosting first-order autonomous learning neuro-fuzzy systems.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2019

A Semi-supervised Deep Rule-Based Approach for Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in Big Data and Deep Learning, 2019

Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Self-organising transparent learning system.

[BibT_eX]

[DOI]

PhD thesis, 2018

Stability of Evolving Fuzzy Systems Based on Data Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2018

Autonomous Learning Multimodel Systems From Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2018

A Generalized Methodology for Data Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

A method for autonomous data partitioning.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Self-Organised direction aware data partitioning algorithm.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Self-organising fuzzy logic classifier.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Deep rule-based classifier with human-level performance and characteristics.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Empirical Fuzzy Sets.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2018

Image transformation and information hiding technology based on genetic algorithm.

[BibT_eX]

[DOI]

Yiqin Sun

EURASIP J. Image Video Process., 2018

Image analysis of ceramic burning based on cellular automata.

[BibT_eX]

[DOI]

Yiqin Sun

EURASIP J. Image Video Process., 2018

Toward Anthropomorphic Machine Learning.

[BibT_eX]

[DOI]

Computer, 2018

Semi-supervised deep rule-based approach for image classification.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

A Deep Rule-Based Approach for Satellite Scene Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Foreign currency exchange rate prediction using neuro-fuzzy systems.

[BibT_eX]

[DOI]

Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

2017

Blind Estimation of PN Codes in Multi-user LSC-DSSS Signals.

[BibT_eX]

[DOI]

J. Commun., 2017

Object-dependent sparse representation for extracellular spike detection.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Empirical Data Analytics.

[BibT_eX]

[DOI]

Dmitry Kangin

Int. J. Intell. Syst., 2017

A new type of distance metric and its use for clustering.

[BibT_eX]

[DOI]

Evol. Syst., 2017

A cascade of deep learning fuzzy rule-based image classifier and SVM.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Fast feedforward non-parametric deep learning network with automatic feature extraction.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Autonomous anomaly detection.

[BibT_eX]

[DOI]

Proceedings of the 2017 Evolving and Adaptive Intelligent Systems, 2017

Autonomous learning multi-model classifier of 0-Order (ALMMo-0).

[BibT_eX]

[DOI]

Proceedings of the 2017 Evolving and Adaptive Intelligent Systems, 2017

MICE: Multi-Layer Multi-Model Images Classifier Ensemble.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017

2016

Blind estimation of pseudo-random codes in periodic long code direct sequence spread spectrum signals.

[BibT_eX]

[DOI]

Zhijin Zhao

Lei Shen

IET Commun., 2016

Detecting Anomalous Behaviour Using Heterogeneous Data.

[BibT_eX]

[DOI]

Azliza Mohd Ali

Proceedings of the Advances in Computational Intelligence Systems, 2016

Local modes-based free-shape data partitioning.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Autonomous data-driven clustering for live data stream.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Empirical data analysis: A new tool for data analytics.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Parallel Computing TEDA for High Frequency Streaming Data Clustering.

[BibT_eX]

[DOI]

Germán Gutiérrez

José Antonio Iglesias

Araceli Sanchis

Proceedings of the Advances in Big Data, 2016

Autonomous Data Density based clustering method.

[BibT_eX]

[DOI]