Changjing Shang

Orcid: 0000-0001-6375-6276

According to our database1, Changjing Shang authored at least 152 papers between 1993 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
Internal Model Control Structure Inspired Robotic Calligraphy System.
IEEE Trans. Ind. Informatics, February, 2024

Solving Robotic Trajectory Sequential Writing Problem via Learning Character's Structural and Sequential Information.
IEEE Trans. Cybern., February, 2024

2023
Transformer-based hierarchical dynamic decoders for salient object detection.
Knowl. Based Syst., December, 2023

Fuzzy-Rough Intrigued Harmonic Discrepancy Clustering.
IEEE Trans. Fuzzy Syst., October, 2023

Decoder Choice Network for Metalearning.
IEEE Trans. Cybern., June, 2023

Towards utilization of rule base structure to support fuzzy rule interpolation.
Expert Syst. J. Knowl. Eng., June, 2023

Transformation-Based Fuzzy Rule Interpolation With Mahalanobis Distance Measures Supported by Choquet Integral.
IEEE Trans. Fuzzy Syst., April, 2023

Sparse data-based image super-resolution with ANFIS interpolation.
Neural Comput. Appl., April, 2023

Model compression optimized neural network controller for nonlinear systems.
Knowl. Based Syst., April, 2023

Deep collaborative learning with class-rebalancing for semi-supervised change detection in SAR images.
Knowl. Based Syst., March, 2023

Bus Bridging for Rail Disruptions: A Distributionally Robust Fuzzy Optimization Approach.
IEEE Trans. Fuzzy Syst., February, 2023

Hierarchical spatio-spectral fusion for hyperspectral image super resolution via sparse representation and pre-trained deep model.
Knowl. Based Syst., 2023

Towards Accurate Rainfall Volume Prediction: An Initial Approach with Deep Learning, Advanced Feature Selection, Parameter Optimisation, and Ensemble Techniques for Time-Series Forecasting.
Proceedings of the Advances in Computational Intelligence Systems, 2023

Large Kernel Convolutional Attention Based U-Net Network for Inpainting Oracle Bone Inscription.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Automated Action Evaluation for Robotic Imitation Learning via Siamese Neural Networks.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

SAR Image Despeckling with Residual-in-Residual Dense Generative Adversarial Network.
Proceedings of the IEEE International Conference on Acoustics, 2023

Sparse Training Data-Based Hyperspectral Image Super Resolution Via ANFIS Interpolation.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Similarity Function-Assisted Dynamic Fuzzy Rule Interpolation: An Improved Approach.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Towards Dynamic Fuzzy Rule Interpolation via Density-Based Spatial Clustering of Interpolated Outcomes.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022
Low-Cost Inertial Measurement Unit Calibration With Nonlinear Scale Factors.
IEEE Trans. Ind. Informatics, 2022

Convolutional LSTM-Based Hierarchical Feature Fusion for Multispectral Pan-Sharpening.
IEEE Trans. Geosci. Remote. Sens., 2022

Fuzzy Rule Interpolation With $K$-Neighbors for TSK Models.
IEEE Trans. Fuzzy Syst., 2022

Constructing ANFIS With Sparse Data Through Group-Based Rule Interpolation: An Evolutionary Approach.
IEEE Trans. Fuzzy Syst., 2022

Quality Management by Warranty Contract Under Dual Asymmetric Information.
IEEE Trans. Engineering Management, 2022

Semantic-Aware Real-Time Correlation Tracking Framework for UAV Videos.
IEEE Trans. Cybern., 2022

Helper and Equivalent Objectives: Efficient Approach for Constrained Optimization.
IEEE Trans. Cybern., 2022

A Self-Adaptive Discriminative Autoencoder for Medical Applications.
IEEE Trans. Circuits Syst. Video Technol., 2022

A Developmental Evolutionary Learning Framework for Robotic Chinese Stroke Writing.
IEEE Trans. Cogn. Dev. Syst., 2022

A Type 2 wavelet brain emotional learning network with double recurrent loops based controller for nonlinear systems.
Knowl. Based Syst., 2022

W-Infer-polation: Approximate reasoning via integrating weighted fuzzy rule inference and interpolation.
Knowl. Based Syst., 2022

Error controlled actor-critic.
Inf. Sci., 2022

Multi-objective robust optimisation model for MDVRPLS in refined oil distribution.
Int. J. Prod. Res., 2022

Differential evolution with dynamic combination based mutation operator and two-level parameter adaptation strategy.
Expert Syst. Appl., 2022

Decomposed Neural Architecture Search for image denoising.
Appl. Soft Comput., 2022

Sundial-GAN: A Cascade Generative Adversarial Networks Framework for Deciphering Oracle Bone Inscriptions.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Towards Dynamic Fuzzy Interpolation Based on Rule Assessment.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021
Visual-Guided Robotic Object Grasping Using Dual Neural Network Controllers.
IEEE Trans. Ind. Informatics, 2021

Risk Models for Hazardous Material Transportation Subject to Weight Variation Considerations.
IEEE Trans. Fuzzy Syst., 2021

D-FRI-Honeypot: A Secure Sting Operation for Hacking the Hackers Using Dynamic Fuzzy Rule Interpolation.
IEEE Trans. Emerg. Top. Comput. Intell., 2021

ANFIS Construction With Sparse Data via Group Rule Interpolation.
IEEE Trans. Cybern., 2021

Exclusive lasso-based k-nearest-neighbor classification.
Neural Comput. Appl., 2021

Inconsistency guided robust attribute reduction.
Inf. Sci., 2021

Rebalancing stochastic demands for bike-sharing networks with multi-scenario characteristics.
Inf. Sci., 2021

DK-CNNs: Dynamic kernel convolutional neural networks.
Neurocomputing, 2021

Automatic stroke generation for style-oriented robotic Chinese calligraphy.
Future Gener. Comput. Syst., 2021

Building a cognizant honeypot for detecting active fingerprinting attacks using dynamic fuzzy rule interpolation.
Expert Syst. J. Knowl. Eng., 2021

Error Controlled Actor-Critic.
CoRR, 2021

A Decision Tree-Initialised Neuro-fuzzy Approach for Clinical Decision Support.
Artif. Intell. Medicine, 2021

Approximate reasoning with fuzzy rule interpolation: background and recent advances.
Artif. Intell. Rev., 2021

Rule Base Structure and Influence of Existing Rules: An Initial Investigation.
Proceedings of the Advances in Computational Intelligence Systems, 2021

Towards a Framework for Interpretation of CNN Results with ANFIS.
Proceedings of the Advances in Computational Intelligence Systems, 2021

Assessing Significance of Cognitive Assessments for Diagnosing Alzheimer's Disease with Fuzzy-Rough Feature Selection.
Proceedings of the Advances in Computational Intelligence Systems, 2021

Towards Rule-ranking Based Fuzzy Rule Interpolation.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Fuzzy Rule Interpolation with a Transformed Rule Base.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020
Interpolation With Just Two Nearest Neighboring Weighted Fuzzy Rules.
IEEE Trans. Fuzzy Syst., 2020

A New Approach for Transformation-Based Fuzzy Rule Interpolation.
IEEE Trans. Fuzzy Syst., 2020

Fuzzy Knowledge-Based Prediction Through Weighted Rule Interpolation.
IEEE Trans. Cybern., 2020

Type-2 Fuzzy Hybrid Controller Network for Robotic Systems.
IEEE Trans. Cybern., 2020

Urban hazmat transportation with multi-factor.
Soft Comput., 2020

Interpretable mammographic mass classification with fuzzy interpolative reasoning.
Knowl. Based Syst., 2020

Modeling and Solving a Multi-Period Inventory Fulfilling and Routing Problem for Hazardous Materials.
J. Syst. Sci. Complex., 2020

GANCCRobot: Generative adversarial nets based chinese calligraphy robot.
Inf. Sci., 2020

Integration of an actor-critic model and generative adversarial networks for a Chinese calligraphy robot.
Neurocomputing, 2020

Non-unique decision differential entropy-based feature selection.
Neurocomputing, 2020

Heterogeneous suppliers' contract design in assembly systems with asymmetric information.
Eur. J. Oper. Res., 2020

Impacts of trade credit on pricing decisions of complementary products.
Comput. Ind. Eng., 2020

Fuzzy-rough assisted refinement of image processing procedure for mammographic risk assessment.
Appl. Soft Comput., 2020

A Novel Self-Organizing Emotional CMAC Network for Robotic Control<sup>*</sup>.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Image Super Resolution with Sparse Data Using ANFIS Interpolation.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
A data-driven robotic Chinese calligraphy system using convolutional auto-encoder and differential evolution.
Knowl. Based Syst., 2019

Reliable location allocation for hazardous materials.
Inf. Sci., 2019

A recurrent emotional CMAC neural network controller for vision-based mobile robots.
Neurocomputing, 2019

Deadline-based incentive contracts in project management with cost salience.
Fuzzy Optim. Decis. Mak., 2019

An Improved Fuzzy Brain Emotional Learning Model Network Controller for Humanoid Robots.
Frontiers Neurorobotics, 2019

Multi-objective location-routing model for hazardous material logistics with traffic restriction constraint in inter-city roads.
Comput. Ind. Eng., 2019

Multi-criterion mammographic risk analysis supported with multi-label fuzzy-rough feature selection.
Artif. Intell. Medicine, 2019

A Robotic Writing Framework-Learning Human Aesthetic Preferences via Human-Machine Interactions.
IEEE Access, 2019

A Robotic Chinese Stroke Generation Model Based on Competitive Swarm Optimizer.
Proceedings of the Advances in Computational Intelligence Systems, 2019

Single Frame Image Super Resolution Using ANFIS Interpolation: An Initial Experiment-Based Approach.
Proceedings of the Advances in Computational Intelligence Systems, 2019

Robotic Chinese Calligraphy with Human Preference.
Proceedings of the 2019 IEEE SmartWorld, 2019

Towards Deep Learning Based Robot Automatic Choreography System.
Proceedings of the Intelligent Robotics and Applications - 12th International Conference, 2019

Helper and equivalent objective different evolution for constrained optimisation.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

D-FRI-CiscoFirewall: Dynamic Fuzzy Rule Interpolation for Cisco ASA Firewall.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Sentiment Classification of Drug Reviews Using Fuzzy-rough Feature Selection.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018
Fuzzy Rule Based Interpolative Reasoning Supported by Attribute Ranking.
IEEE Trans. Fuzzy Syst., 2018

Enhanced Robotic Hand-Eye Coordination Inspired From Human-Like Behavioral Patterns.
IEEE Trans. Cogn. Dev. Syst., 2018

A minimum-cost model for bus timetabling problem.
Soft Comput., 2018

Multi-functional nearest-neighbour classification.
Soft Comput., 2018

Inter-variable correlation prediction with fuzzy connected-triples.
Soft Comput., 2018

Improving fuzzy rule interpolation performance with information gain-guided antecedent weighting.
Soft Comput., 2018

Timetable optimization for single bus line involving fuzzy travel time.
Soft Comput., 2018

The 16th Annual UK Workshop on Computational Intelligence.
Soft Comput., 2018

Induction of accurate and interpretable fuzzy rules from preliminary crisp representation.
Knowl. Based Syst., 2018

Use of human gestures for controlling a mobile robot via adaptive CMAC network and fuzzy logic controller.
Neurocomputing, 2018

Self-Organizing Brain Emotional Learning Controller Network for Intelligent Control System of Mobile Robots.
IEEE Access, 2018

Generating ANFISs Through Rule Interpolation: An Initial Investigation.
Proceedings of the Advances in Computational Intelligence Systems, 2018

Effective Diagnosis of Diabetes with a Decision Tree-Initialised Neuro-fuzzy Approach.
Proceedings of the Advances in Computational Intelligence Systems, 2018

Vigilant Dynamic Honeypot Assisted by Dynamic Fuzzy Rule Interpolation.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Towards Deep Reinforcement Learning Based Chinese Calligraphy Robot.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2018

Towards a Robotic Chinese Calligraphy Writing Framework.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2018

Generative Adversarial Nets in Robotic Chinese Calligraphy.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Intelligent Dynamic Honeypot Enabled by Dynamic Fuzzy Rule Interpolation.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

Feature Ranking-Guided Fuzzy Rule Interpolation for Mammographic Mass Shape Classification.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Weighted Fuzzy Rules Optimised by Particle Swarm for Network Intrusion Detection.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017
Exploiting Data Reliability and Fuzzy Clustering for Journal Ranking.
IEEE Trans. Fuzzy Syst., 2017

Ordered weighted aggregation of fuzzy similarity relations and its application to detecting water treatment plant malfunction.
Eng. Appl. Artif. Intell., 2017

A robot calligraphy system: From simple to complex writing by human gestures.
Eng. Appl. Artif. Intell., 2017

Fuzzy Connected-Triple for Predicting Inter-variable Correlation.
Proceedings of the Advances in Computational Intelligence Systems, 2017

A new approach to exploring rough set boundary region for feature selection.
Proceedings of the 13th International Conference on Natural Computation, 2017

Single frame image super resolution via learning multiple ANFIS mappings.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Fuzzy rough feature selection based on OWA aggregation of fuzzy relations.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

D-FRI-WinFirewall: Dynamic fuzzy rule interpolation for Windows Firewall.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Feature ranking-guided fuzzy rule interpolation.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Reliability-guided fuzzy classifier ensemble.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
Fuzzy rule weight modification with particle swarm optimisation.
Soft Comput., 2016

A New Multi-objective Model for Constrained Optimisation.
Proceedings of the Advances in Computational Intelligence Systems, 2016

Guiding Fuzzy Rule Interpolation with Information Gains.
Proceedings of the Advances in Computational Intelligence Systems, 2016

Fuzzy-clustering embedded regression for predicting student academic performance.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
A hierarchical fuzzy cluster ensemble approach and its application to big data clustering.
J. Intell. Fuzzy Syst., 2015

Kernel-based Fuzzy-rough Nearest-neighbour Classification for Mammographic Risk Analysis.
Int. J. Fuzzy Syst., 2015

Autonomous Science Target Touchability Evaluation: A Fuzzy Logic-Based Approach.
Proceedings of the Intelligent Robotics and Applications - 8th International Conference, 2015

Interpolation aided fuzzy image classification.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Induction of quantified fuzzy rules with Particle Swarm Optimisation.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
A developmental approach to robotic pointing via human-robot interaction.
Inf. Sci., 2014

Refinement of fuzzy rule weights with particle swarm optimisation.
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

Interpolating Deep Spatio-Temporal Inference Network features for image classification.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Link-based pairwise similarity matrix approach for fuzzy c-means clustering ensemble.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Nearest neighbour-guided induced OWA and its application to journal ranking.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
Link-based approach for bibliometric journal ranking.
Soft Comput., 2013

Modified gradient-based learning for local coupled feedforward neural networks with Gaussian basis function.
Neural Comput. Appl., 2013

Fuzzy similarity-based nearest-neighbour classification as alternatives to their fuzzy-rough parallels.
Int. J. Approx. Reason., 2013

Fuzzy-rough feature selection aided support vector machines for Mars image classification.
Comput. Vis. Image Underst., 2013

Interpolating destin features for image classification.
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013

OWA aggregation of fuzzy similarity relations for journal ranking.
Proceedings of the FUZZ-IEEE 2013, 2013

2012
Support vector machine-based classification of rock texture images aided by efficient feature selection.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011
Extending Data Reliability Measure to a Filter Approach for Soft Subspace Clustering.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Facilitating efficient Mars terrain image classification with fuzzy-rough feature selection.
Int. J. Hybrid Intell. Syst., 2011

Kernel-based fuzzy-rough nearest neighbour classification.
Proceedings of the FUZZ-IEEE 2011, 2011

2010
Combining support vector machines and information gain ranking for classification of mars McMurdo panorama images.
Proceedings of the International Conference on Image Processing, 2010

2009
Taking Fuzzy-Rough Application to Mars.
Proceedings of the Rough Sets, 2009

Effective Feature Selection for Mars McMurdo Terrain Image Classification.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

2008
Aiding neural network based image classification with fuzzy-rough feature selection.
Proceedings of the FUZZ-IEEE 2008, 2008

2002
Rough Feature Selection for Neural Network Based Image Classification.
Int. J. Image Graph., 2002

2000
Analysis and Classification of Tissue Section Images Using Directional Fractal Dimension Features.
Proceedings of the 2000 International Conference on Image Processing, 2000

Neural Network Based Classification of Cell Images via Estimation of Fractal Dimensions.
Proceedings of the Artificial Neural Networks in Medicine and Biology, 2000

1999
Adapting CMAC neural networks with constrained LMS algorithm for efficient torque ripple reduction in switched reluctance motors.
IEEE Trans. Control. Syst. Technol., 1999

Modelling magnetic material images with simultaneous autoregressions.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1996
Learning rate functions in CMAC neural network based control for torque ripple reduction of switched reluctance motors.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Least-mean-log-likelihood adaptive algorithm in single-layer perceptron based communication channel equalisation.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Single-layer perceptron based communication channel equalisation with least-mean-absolute-error adaptive algorithm.
Proceedings of the 8th European Signal Processing Conference, 1996

1994
Principal features-based texture classification with neural networks.
Pattern Recognit., 1994

1993
Cascaded neural networks based image classifier.
Proceedings of the IEEE International Conference on Acoustics, 1993


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