Qiang Shen

Orcid: 0000-0001-9333-4605

Affiliations:
  • Aberystwyth University, Department of Computer Science, UK


According to our database1, Qiang Shen authored at least 281 papers between 1993 and 2024.

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

Timeline

Legend:

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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

Motion-Aware Correlation Filter-Based Object Tracking in Satellite Videos.
IEEE Trans. Geosci. Remote. Sens., 2024

2023
Multilayer Evolving Fuzzy Neural Networks.
IEEE Trans. Fuzzy Syst., December, 2023

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

Summarising multiple clustering-centric estimates with OWA operators for improved KNN imputation on microarray data.
Fuzzy Sets 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

Multiobjective Evolutionary Optimization for Prototype-Based Fuzzy Classifiers.
IEEE Trans. Fuzzy Syst., May, 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

Autonomous learning for fuzzy systems: a review.
Artif. Intell. Rev., 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

Self-Organizing Fuzzy Belief Inference System for Classification.
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

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

Discovering Schema-Based Action Sequences Through Play in Situated Humanoid Robots.
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

Learning correlation filter with fused feature and reliable response for real-time tracking.
J. Real Time Image Process., 2022

Self-organizing Divisive Hierarchical Voronoi Tessellation-based classifier.
Inf. Sci., 2022

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

A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification.
Inf. Fusion, 2022

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

Progressively real-time video salient object detection via cascaded fully convolutional networks with motion attention.
Neurocomputing, 2022

Long-tailed visual recognition with deep models: A methodological survey and evaluation.
Neurocomputing, 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

A TOPSIS based Self-Organizing Double Loop Recurrent Broad Learning System for Uncertain Nonlinear Systems.
Proceedings of the International Joint Conference on Neural Networks, 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

Particle Swarm Optimized Autonomous Learning Fuzzy System.
IEEE Trans. Cybern., 2021

Robot Multimodal Object Perception and Recognition: Synthetic Maturation of Sensorimotor Learning in Embodied Systems.
IEEE Trans. Cogn. Dev. Syst., 2021

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

Feature grouping and selection: A graph-based approach.
Inf. Sci., 2021

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

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

A self-adaptive fuzzy learning system for streaming data prediction.
Inf. Sci., 2021

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

DCF-ASN: Coarse-to-fine Real-time Visual Tracking via Discriminative Correlation Filter and Attentional Siamese Network.
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

Robust Control for Autonomous Surveillance with Unmanned Aerial Manipulator.
Proceedings of the Advances in Computational Intelligence Systems, 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

Rough-Fuzzy Rule Interpolation for Data-Driven Decision Making.
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

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

Bidirectional approximate reasoning-based approach for decision support.
Inf. Sci., 2020

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

Editorial: Modeling Play in Early Infant Development.
Frontiers Neurorobotics, 2020

Robust Correlation Tracking via Multi-channel Fused Features and Reliable Response Map.
CoRR, 2020

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

Dynamic TSK Systems Supported by Fuzzy Rule Interpolation: An Initial Investigation.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

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

2019
Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning.
IEEE Trans. Geosci. Remote. Sens., 2019

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

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

Decoder Choice Network for Meta-Learning.
CoRR, 2019

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

Integration of Interpolation and Inference with Multi-antecedent Rules.
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

A Novel Framework of Fuzzy Rule Interpolation for Takagi-Sugeno-Kang Inference Systems.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 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
Deep learning for remote sensing image classification: A survey.
WIREs Data Mining Knowl. Discov., 2018

Cover Image, Volume 8, Issue 6.
WIREs Data Mining Knowl. Discov., 2018

Dynamic Fuzzy Rule Interpolation and Its Application to Intrusion Detection.
IEEE Trans. Fuzzy Syst., 2018

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

Fuzzy c-means based coincidental link filtering in support of inferring social networks from spatiotemporal data streams.
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

Unmanned Aerial Vehicle Object Tracking by Correlation Filter with Adaptive Appearance Model.
Sensors, 2018

Robust Correlation Tracking for UAV Videos via Feature Fusion and Saliency Proposals.
Remote. Sens., 2018

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

Developing Hierarchical Schemas and Building Schema Chains Through Practice Play Behavior.
Frontiers Neurorobotics, 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

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

Hierarchical Bidirectional Fuzzy Rule Interpolation.
Proceedings of the 17th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2018

2017
Generalized Adaptive Fuzzy Rule Interpolation.
IEEE Trans. Fuzzy Syst., 2017

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

Perception of Localized Features During Robotic Sensorimotor Development.
IEEE Trans. Cogn. Dev. Syst., 2017

Image Fusion for Spatial Enhancement of Hyperspectral Image via Pixel Group Based Non-Local Sparse Representation.
Remote. Sens., 2017

Spectral-Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network.
Remote. Sens., 2017

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

Transformation-Based Fuzzy Rule Interpolation Using Interval Type-2 Fuzzy Sets.
Algorithms, 2017

A Modified Approach to Inferring Animal Social Networks from Spatiotemporal Data Streams.
Proceedings of the Advances in Computational Intelligence Systems, 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

Building representations of proto-objects with exploration of the effect on fixation times.
Proceedings of the 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 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
Handwritten Chinese character recognition using fuzzy image alignment.
Soft Comput., 2016

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

Rough-fuzzy rule interpolation.
Inf. Sci., 2016

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

Generalising Predictable Object Movements Through Experience Using Schemas.
Proceedings of the From Animals to Animats 14, 2016

Towards learning strategies and exploration patterns for feature perception.
Proceedings of the 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2016

Developing object understanding through schema generalisation.
Proceedings of the 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2016

Application of dynamic fuzzy rule interpolation for intrusion detection: D-FRI-Snort.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

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

2015
Self-adjusting harmony search-based feature selection.
Soft Comput., 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

Nature inspired feature selection meta-heuristics.
Artif. Intell. Rev., 2015

Approximate Feature Selection in Data-Driven Systems Modelling.
Proceedings of the UKSim-AMSS 17th International Conference on Computer Modelling and Simulation, 2015

Babybot challenge: Motor skills.
Proceedings of the 2015 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2015

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

Choice of effective fitness functions for genetic algorithm-aided dynamic fuzzy rule interpolation.
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

Backward rough-fuzzy rule interpolation.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
Backward Fuzzy Rule Interpolation.
IEEE Trans. Fuzzy Syst., 2014

Feature Selection Inspired Classifier Ensemble Reduction.
IEEE Trans. Cybern., 2014

Finding rough and fuzzy-rough set reducts with SAT.
Inf. Sci., 2014

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

A fuzzy image congealing-based handwritten Chinese character recognition and classification system.
Proceedings of the 14th UK Workshop on Computational Intelligence, 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

Closed form fuzzy interpolation with interval type-2 fuzzy sets.
Proceedings of the IEEE International Conference on Fuzzy Systems, 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

Genetic algorithm-aided dynamic fuzzy rule interpolation.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Heuristic search for fuzzy-rough bireducts and its use in classifier ensembles.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Antecedent selection in fuzzy rule interpolation using feature selection techniques.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

OWA-based fuzzy rule interpolation for group decision making.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Feature selection in data-driven systems modelling [keynote speaker 1].
Proceedings of the 2014 European Modelling Symposium, Pisa, Italy, October 21-23, 2014, 2014

α-cut-based backward fuzzy interpolation.
Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 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

Closed form fuzzy interpolation.
Fuzzy Sets Syst., 2013

Efficient feature selection using a self-adjusting harmony search algorithm.
Proceedings of the 13th UK Workshop on Computational Intelligence, 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

Towards dynamic fuzzy rule interpolation.
Proceedings of the FUZZ-IEEE 2013, 2013

Backward fuzzy rule interpolation with multiple missing values.
Proceedings of the FUZZ-IEEE 2013, 2013

Dynamic feature selection with fuzzy-rough sets.
Proceedings of the FUZZ-IEEE 2013, 2013

Scale and move transformation-based fuzzy rule interpolation with interval type-2 fuzzy sets.
Proceedings of the FUZZ-IEEE 2013, 2013

2012
Feature Selection With Harmony Search.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Fuzzy Orders-of-Magnitude-Based Link Analysis for Qualitative Alias Detection.
IEEE Trans. Knowl. Data Eng., 2012

Link-based methods for bibliometric journal ranking.
Proceedings of the 12th UK Workshop on Computational Intelligence, 2012

Integration of interpolation and inference.
Proceedings of the 12th UK Workshop on Computational Intelligence, 2012

Backward fuzzy interpolation and extrapolation with multiple multi-antecedent rules.
Proceedings of the FUZZ-IEEE 2012, 2012

Fuzzy complex number aided evaluation of predictive toxicology models.
Proceedings of the FUZZ-IEEE 2012, 2012

A harmony search based approach to hybrid fuzzy-rough rule induction.
Proceedings of the FUZZ-IEEE 2012, 2012

A new method for rule interpolation inspired by rough-fuzzy sets.
Proceedings of the FUZZ-IEEE 2012, 2012

Feature Selection Ensemble.
Proceedings of the Turing-100, 2012

2011
A Credibilistic Approach to Assumption-Based Truth Maintenance.
IEEE Trans. Syst. Man Cybern. Part A, 2011

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

Adaptive Fuzzy Interpolation.
IEEE Trans. Fuzzy Syst., 2011

Fuzzy complex numbers and their application for classifiers performance evaluation.
Pattern Recognit., 2011

Learning Bayesian networks: approaches and issues.
Knowl. Eng. Rev., 2011

Generalisation of Scale and Move Transformation-Based Fuzzy Interpolation.
J. Adv. Comput. Intell. Intell. Informatics, 2011

Fuzzy Qualitative Link Analysis for Academic Performance Evaluation.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2011

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

Compositional Bayesian modelling for computation of evidence collection strategies.
Appl. Intell., 2011

Adaptive fuzzy interpolation with uncertain observations and rule base.
Proceedings of the FUZZ-IEEE 2011, 2011

Adaptive fuzzy interpolation with prioritized component candidates.
Proceedings of the FUZZ-IEEE 2011, 2011

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

Fuzzy-rough classifier ensemble selection.
Proceedings of the FUZZ-IEEE 2011, 2011

2010
Nearest-Neighbor Guided Evaluation of Data Reliability and Its Applications.
IEEE Trans. Syst. Man Cybern. Part B, 2010

A Distance Measure Approach to Exploring the Rough Set Boundary Region for Attribute Reduction.
IEEE Trans. Knowl. Data Eng., 2010

Fuzzy Compositional Modeling.
IEEE Trans. Fuzzy Syst., 2010

On rough sets, their recent extensions and applications.
Knowl. Eng. Rev., 2010

Risk assessment of serious crime with fuzzy random theory.
Inf. Sci., 2010

Fuzzy-rough approaches for mammographic risk analysis.
Intell. Data Anal., 2010

Disclosing false identity through hybrid link analysis.
Artif. Intell. Law, 2010

Evidence Directed Generation of Plausible Crime Scenarios with Identity Resolution.
Appl. Artif. Intell., 2010

Adaptive fuzzy interpolation and extrapolation with multiple-antecedent rules.
Proceedings of the FUZZ-IEEE 2010, 2010

Extending propositional satisfiability to determine minimal fuzzy-rough reducts.
Proceedings of the FUZZ-IEEE 2010, 2010

Two new approaches to feature selection with harmony search.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Are More Features Better? A Response to Attributes Reduction Using Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst., 2009

New Approaches to Fuzzy-Rough Feature Selection.
IEEE Trans. Fuzzy Syst., 2009

Random fuzzy alternating renewal processes.
Soft Comput., 2009

Random fuzzy delayed renewal processes.
Soft Comput., 2009

Linguistic probabilities: theory and application.
Soft Comput., 2009

Exploring the boundary region of tolerance rough sets for feature selection.
Pattern Recognit., 2009

Learning Bayesian Network Equivalence Classes with Ant Colony Optimization.
J. Artif. Intell. Res., 2009

Feature selection for aiding glass forensic evidence analysis.
Intell. Data Anal., 2009

Fuzzy Sets and Rough Sets for Scenario Modelling and Analysis.
Proceedings of the Rough Sets, 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

Intelligent hybrid approach to false identity detection.
Proceedings of the 12th International Conference on Artificial Intelligence and Law, 2009

Towards adaptive interpolative reasoning.
Proceedings of the FUZZ-IEEE 2009, 2009

Linguistic rulesets extracted from a quantifier-based fuzzy classification system.
Proceedings of the FUZZ-IEEE 2009, 2009

Interval-valued fuzzy-rough feature selection in datasets with missing values.
Proceedings of the FUZZ-IEEE 2009, 2009

Hybrid fuzzy-rough rule induction and feature selection.
Proceedings of the FUZZ-IEEE 2009, 2009

Preserving piece-wise linearity in fuzzy interpolation.
Proceedings of the FUZZ-IEEE 2009, 2009

A novel framework of fuzzy complex numbers and its application to compositional modelling.
Proceedings of the FUZZ-IEEE 2009, 2009

Semi-supervised OWA aggregation for link-based similarity evaluation and alias detection.
Proceedings of the FUZZ-IEEE 2009, 2009

2008
Modeling Random Fuzzy Renewal Reward Processes.
IEEE Trans. Fuzzy Syst., 2008

Fuzzy Interpolation and Extrapolation: A Practical Approach.
IEEE Trans. Fuzzy Syst., 2008

Approximation-based feature selection and application for algae population estimation.
Appl. Intell., 2008

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

Finding fuzzy-rough reducts with fuzzy entropy.
Proceedings of the FUZZ-IEEE 2008, 2008

Fuzzy model fragment retrieval.
Proceedings of the FUZZ-IEEE 2008, 2008

Clus-DOWA: A new dependent OWA operator.
Proceedings of the FUZZ-IEEE 2008, 2008

Computational Intelligence and Feature Selection - Rough and Fuzzy Approaches.
IEEE Press series on computational intelligence, IEEE, ISBN: 978-0-470-22975-0, 2008

2007
Rough Feature Selection for Intelligent Classifiers.
Trans. Rough Sets, 2007

Fuzzy-Rough Sets Assisted Attribute Selection.
IEEE Trans. Fuzzy Syst., 2007

Rough sets, their extensions and applications.
Int. J. Autom. Comput., 2007

The evaluation of evidence for exponentially distributed data.
Comput. Stat. Data Anal., 2007

Distance Measure Assisted Rough Set Feature Selection.
Proceedings of the FUZZ-IEEE 2007, 2007

Tolerance-based and Fuzzy-Rough Feature Selection.
Proceedings of the FUZZ-IEEE 2007, 2007

Towards Fuzzy Compositional Modelling.
Proceedings of the FUZZ-IEEE 2007, 2007

2006
Simultaneous Ant Colony Optimization Algorithms for Learning Linguistic Fuzzy Rules.
Proceedings of the Swarm Intelligence in Data Mining, 2006

Fuzzy Interpolative Reasoning via Scale and Move Transformations.
IEEE Trans. Fuzzy Syst., 2006

Data-driven fuzzy rule generation and its application for student academic performance evaluation.
Appl. Intell., 2006

Granularity and disaggregation in compositional modelling with applications to ecological systems.
Appl. Intell., 2006

Webpage Classification with ACO-Enhanced Fuzzy-Rough Feature Selection.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

Fuzzy Entropy-assisted Fuzzy-Rough Feature Selection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Linguistic Hedges for Ant-generated Rules.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
Exhibiting the behavior of time-delayed systems via an extension to qualitative simulation.
IEEE Trans. Syst. Man Cybern. Part A, 2005

Fuzzy-rough data reduction with ant colony optimization.
Fuzzy Sets Syst., 2005

Finding Rough Set Reducts with SAT.
Proceedings of the Rough Sets, 2005

Probabilistic Abductive Computation of Evidence Collection Strategies in Crime Investigation.
Proceedings of the Tenth International Conference on Artificial Intelligence and Law, 2005

Transformation Based Interpolation with Generalized Representative Values.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004
Fault identification through the combination of symbolic conflict recognition and Markov chain-aided belief revision.
IEEE Trans. Syst. Man Cybern. Part A, 2004

Semantics-Preserving Dimensionality Reduction: Rough and Fuzzy-Rough-Based Approaches.
IEEE Trans. Knowl. Data Eng., 2004

Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring.
Pattern Recognit., 2004

Evolutionary approaches to fuzzy modelling for classification.
Knowl. Eng. Rev., 2004

Fuzzy-rough attribute reduction with application to web categorization.
Fuzzy Sets Syst., 2004

Modifying weighted fuzzy subsethood-based rule models with fuzzy quantifiers.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Scale and move transformation-based fuzzy interpolative reasoning: a revisit.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Fuzzy rules from ant-inspired computation.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003
Fuzzy rrDFCSP and planning.
Artif. Intell., 2003

Using Fuzzy Dependency-Guided Attribute Grouping in Feature Selection.
Proceedings of the Rough Sets, 2003

Linguistic Bayesian Networks for Reasoning will Objective Probabilities in Forensic Statistics.
Proceedings of the 9th International Conference on Artificial Intelligence and Law, 2003

2002
From approximative to descriptive fuzzy classifiers.
IEEE Trans. Fuzzy Syst., 2002

A rough-fuzzy approach for generating classification rules.
Pattern Recognit., 2002

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

Microtuning of membership functions: accuracy vs. interpretability.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

Fuzzy-rough sets for descriptive dimensionality reduction.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

Towards a linguistic probability theory.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

2001
Solution Techniques for Constraint Satisfaction Problems: Advanced Approaches.
Artif. Intell. Rev., 2001

Solution Techniques for Constraint Satisfaction Problems: Foundations.
Artif. Intell. Rev., 2001

FuREAP: a Fuzzy-Rough Estimator of Algae Populations.
Artif. Intell. Eng., 2001

Rough Set-Aided Keyword Reduction for Text Categorization.
Appl. Artif. Intell., 2001

A Rough Set-Aided System for Sorting WWW Bookmarks.
Proceedings of the Web Intelligence: Research and Development, 2001

2000
Dynamic Flexible Constraint Satisfaction.
Appl. Intell., 2000

Rough Set-Based Dimensionality Reduction for Multivariate Adaptive Regression Splines.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

Flexible Graphplan.
Proceedings of the ECAI 2000, 2000

1999
Combining rough sets and data-driven fuzzy learning for generation of classification rules.
Pattern Recognit., 1999

Hard, flexible and dynamic constraint satisfaction.
Knowl. Eng. Rev., 1999

A Rough Set-Based Approach to Text Classification.
Proceedings of the New Directions in Rough Sets, 1999

1995
Diagnosing continuous systems with qualitative dynamic models.
Artif. Intell. Eng., 1995

1994
A Preliminary Specification Methodology for Model-based Diagnosis.
Ann. Math. Artif. Intell., 1994

1993
Fuzzy qualitative simulation.
IEEE Trans. Syst. Man Cybern., 1993


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