Shitong Wang

Orcid: 0000-0002-8393-6554

Affiliations:
  • Jiangnan University, School of Digital Media, Wuxi, JiangSu, China
  • Hong Kong Polytechnic University, Department of Computing, Hong Kong, China
  • Southern Yangtze University, School of Information, WuXi, JiangSu, China (former)


According to our database1, Shitong Wang authored at least 278 papers between 2002 and 2024.

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Bibliography

2024
A Fast Parametric and Structural Transfer Leaky Integrator Echo State Network for Reservoir Computing.
IEEE Trans. Syst. Man Cybern. Syst., May, 2024

Doubly Interpretable Fuzzy Apriori Classifier by Successive Stacking and One-Step Wide Calculation.
IEEE Trans. Fuzzy Syst., April, 2024

A Novel Style Takagi-Sugeno-Kang Fuzzy Classifier With Its Fast Training on Style Data.
IEEE Trans. Circuits Syst. Video Technol., April, 2024

Internally and Generatively Decorrelated Ensemble of First-Order Takagi-Sugeno-Kang Fuzzy Regressors With Quintuply Diversity Guarantee.
IEEE Trans. Fuzzy Syst., March, 2024

A Cognitively Confidence-Debiased Adversarial Fuzzy Apriori Method.
IEEE Trans. Fuzzy Syst., March, 2024

Graph Fuzzy System for the Whole Graph Prediction: Concepts, Models, and Algorithms.
IEEE Trans. Fuzzy Syst., March, 2024

Weighted adaptively ensemble clustering method based on fuzzy Co-association matrix.
Inf. Fusion, March, 2024

Multi-View Fuzzy Representation Learning With Rules Based Model.
IEEE Trans. Knowl. Data Eng., February, 2024

End-to-End Multiview Fuzzy Clustering With Double Representation Learning and Visible-Hidden View Cooperation.
IEEE Trans. Fuzzy Syst., February, 2024

Deep Image Feature Learning With Fuzzy Rules.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

A Robust Multilabel Method Integrating Rule-Based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Joint group and pairwise localities embedding for feature extraction.
Inf. Sci., February, 2024

Rules-Based Heterogeneous Feature Transfer Learning Using Fuzzy Inference.
IEEE Trans. Fuzzy Syst., January, 2024

Multiview Transfer Representation Learning With TSK Fuzzy System for EEG Epilepsy Detection.
IEEE Trans. Fuzzy Syst., January, 2024

MVDINET: A Novel Multi-Level Enzyme Function Predictor With Multi-View Deep Interactive Learning.
IEEE ACM Trans. Comput. Biol. Bioinform., 2024

2023
Fast AUC Maximization Learning Machine With Simultaneous Outlier Detection.
IEEE Trans. Cybern., November, 2023

Takagi-Sugeno-Kang Fuzzy System Towards Label-scarce Incomplete Multi-View Data Classification.
Inf. Sci., November, 2023

Improved large margin classifier via bounding hyperellipsoid.
Inf. Sci., November, 2023

Recognition of Sleep-Wake Stages by Deep Takagi-Sugeno-Kang Fuzzy Classifier with Random Rule Heritage.
IEEE Trans. Emerg. Top. Comput. Intell., October, 2023

Fuzzy style flat-based clustering.
Inf. Sci., October, 2023

Global Plus Local Jointly Regularized Support Vector Data Description for Novelty Detection.
IEEE Trans. Neural Networks Learn. Syst., September, 2023

End-to-End Incomplete Multiview Fuzzy Clustering With Adaptive Missing View Imputation and Cooperative Learning.
IEEE Trans. Fuzzy Syst., May, 2023

A Fully Interpretable First-Order TSK Fuzzy System and Its Training With Negative Entropic and Rule-Stability-Based Regularization.
IEEE Trans. Fuzzy Syst., 2023

Novel multi-view Takagi-Sugeno-Kang fuzzy system for epilepsy EEG detection.
J. Ambient Intell. Humaniz. Comput., 2023

Hybrid-ensemble-based interpretable TSK fuzzy classifier for imbalanced data.
Inf. Fusion, 2023

Multi-Label Takagi-Sugeno-Kang Fuzzy System.
CoRR, 2023

Cooperation Learning Enhanced Colonic Polyp Segmentation Based on Transformer-CNN Fusion.
CoRR, 2023

A Robust Multilabel Method Integrating Rule-based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance.
CoRR, 2023

Corrigendum to "Least learning machine and its experimental studies on regression capability" [Applied Soft Computing 21 (2014) 677-684].
Appl. Soft Comput., 2023

Improved Training of GMM-Based TSK Fuzzy System from Stability Perspective.
Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023

2022
Prediction by Fuzzy Clustering and KNN on Validation Data With Parallel Ensemble of Interpretable TSK Fuzzy Classifiers.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Multi-View Clustering With the Cooperation of Visible and Hidden Views.
IEEE Trans. Knowl. Data Eng., 2022

Incomplete Multiple View Fuzzy Inference System With Missing View Imputation and Cooperative Learning.
IEEE Trans. Fuzzy Syst., 2022

Manifold-Regularized Multitask Fuzzy System Modeling With Low-Rank and Sparse Structures in Consequent Parameters.
IEEE Trans. Fuzzy Syst., 2022

Multilabel Takagi-Sugeno-Kang Fuzzy System.
IEEE Trans. Fuzzy Syst., 2022

Fast Training of Adversarial Deep Fuzzy Classifier by Downsizing Fuzzy Rules With Gradient Guided Learning.
IEEE Trans. Fuzzy Syst., 2022

Enhanced Multiview Fuzzy Clustering Using Double Visible-Hidden View Cooperation and Network LASSO Constraint.
IEEE Trans. Fuzzy Syst., 2022

Enhanced Fuzzy Random Forest by Using Doubly Randomness and Copying From Dynamic Dictionary Attributes.
IEEE Trans. Fuzzy Syst., 2022

Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

Robust Multi-Label Relief Feature Selection Based on Fuzzy Margin Co-Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

Transductive Multiview Modeling With Interpretable Rules, Matrix Factorization, and Cooperative Learning.
IEEE Trans. Cybern., 2022

KAT: A Knowledge Adversarial Training Method for Zero-Order Takagi-Sugeno-Kang Fuzzy Classifiers.
IEEE Trans. Cybern., 2022

Fuzzy KNN Method With Adaptive Nearest Neighbors.
IEEE Trans. Cybern., 2022

A fuzzy system with common linear-term consequents equivalent to FLNN and GMM.
Int. J. Mach. Learn. Cybern., 2022

Self-paced and Bayes-decision-rule linear KNN prediction.
Int. J. Mach. Learn. Cybern., 2022

Integration of an imbalance framework with novel high-generalizable classifiers for radiomics-based distant metastases prediction of advanced nasopharyngeal carcinoma.
Knowl. Based Syst., 2022

A wide interpretable Gaussian Takagi-Sugeno-Kang fuzzy classifier and its incremental learning.
Knowl. Based Syst., 2022

Multi-scale Multi-instance Multi-feature Joint Learning Broad Network (M<sup>3</sup>JLBN) for gastric intestinal metaplasia subtype classification.
Knowl. Based Syst., 2022

Easy Domain Adaptation for cross-subject multi-view emotion recognition.
Knowl. Based Syst., 2022

Double-coupling learning for multi-task data stream classification.
Inf. Sci., 2022

Multi-view clustering by virtually passing mutually supervised smooth messages.
Inf. Sci., 2022

Monotonic relation-constrained Takagi-Sugeno-Kang fuzzy system.
Inf. Sci., 2022

Graph Fuzzy System: Concepts, Models and Algorithms.
CoRR, 2022

Dual Representation Learning for One-Step Clustering of Multi-View Data.
CoRR, 2022

MDGF-MCEC: a multi-view dual attention embedding model with cooperative ensemble learning for CircRNA-disease association prediction.
Briefings Bioinform., 2022

circRNA-binding protein site prediction based on multi-view deep learning, subspace learning and multi-view classifier.
Briefings Bioinform., 2022

Fuzzy rule dropout with dynamic compensation for wide learning algorithm of TSK fuzzy classifier.
Appl. Soft Comput., 2022

Wide Ensemble of Interpretable TSK Fuzzy Classifiers with Application to Smartphone Sensor-Based Human Activity Recognition.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021
Formulating Ensemble Learning of SVMs Into a Single SVM Formulation by Negative Agreement Learning.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Multitask TSK Fuzzy System Modeling by Jointly Reducing Rules and Consequent Parameters.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Transfer Representation Learning With TSK Fuzzy System.
IEEE Trans. Fuzzy Syst., 2021

Realizing Deep High-Order TSK Fuzzy Classifier by Ensembling Interpretable Zero-Order TSK Fuzzy Subclassifiers.
IEEE Trans. Fuzzy Syst., 2021

Fuzzy Style K-Plane Clustering.
IEEE Trans. Fuzzy Syst., 2021

Fuzzy Density Peaks Clustering.
IEEE Trans. Fuzzy Syst., 2021

Selective Transfer Classification Learning With Classification-Error-Based Consensus Regularization.
IEEE Trans. Emerg. Top. Comput. Intell., 2021

Support vector machines with the known feature-evolution priors.
Knowl. Based Syst., 2021

A novel weighted fuzzy c-means based on feature weight learning.
J. Intell. Fuzzy Syst., 2021

A Novel TSK Fuzzy System Incorporating Multi-view Collaborative Transfer Learning for Personalized Epileptic EEG Detection.
CoRR, 2021

TSK Fuzzy System Towards Few Labeled Incomplete Multi-View Data Classification.
CoRR, 2021

RNA-binding protein recognition based on multi-view deep feature and multi-label learning.
Briefings Bioinform., 2021

Condensing the solution of support vector machines via radius-margin bound.
Appl. Soft Comput., 2021

Lifting up Imbalanced Data Classification to SVM Based Ensemble Level on Oversampling Feature Spaces.
Proceedings of the 16th International Conference on Intelligent Systems and Knowledge Engineering, 2021

2020
Fast Exemplar-Based Clustering by Gravity Enrichment Between Data Objects.
IEEE Trans. Syst. Man Cybern. Syst., 2020

mDixon-Based Synthetic CT Generation for PET Attenuation Correction on Abdomen and Pelvis Jointly Using Transfer Fuzzy Clustering and Active Learning-Based Classification.
IEEE Trans. Medical Imaging, 2020

An Interpretable Fuzzy DBN-Based Classifier for Indoor User Movement Prediction in Ambient Assisted Living Applications.
IEEE Trans. Ind. Informatics, 2020

Biologically Plausible Fuzzy-Knowledge-Out and Its Induced Wide Learning of Interpretable TSK Fuzzy Classifiers.
IEEE Trans. Fuzzy Syst., 2020

A Novel Classification Method From the Perspective of Fuzzy Social Networks Based on Physical and Implicit Style Features of Data.
IEEE Trans. Fuzzy Syst., 2020

A Novel Deep Fuzzy Classifier by Stacking Adversarial Interpretable TSK Fuzzy Sub-Classifiers With Smooth Gradient Information.
IEEE Trans. Fuzzy Syst., 2020

Multi-view local linear KNN classification: theoretical and experimental studies on image classification.
Int. J. Mach. Learn. Cybern., 2020

Extreme vector machine for fast training on large data.
Int. J. Mach. Learn. Cybern., 2020

Clustering by transmission learning from data density to label manifold with statistical diffusion.
Knowl. Based Syst., 2020

Minimum class variance multiple kernel learning.
Knowl. Based Syst., 2020

A Parallel Ensemble Fuzzy Classifier for Diabetes Diagnosis.
J. Medical Imaging Health Informatics, 2020

Feature reduction fuzzy C-Means algorithm leveraging the marginal kurtosis measure.
J. Intell. Fuzzy Syst., 2020

Laplacian least learning machine with dynamic updating for imbalanced classification.
Appl. Soft Comput., 2020

2019
Fast Reduced Set-Based Exemplar Finding and Cluster Assignment.
IEEE Trans. Syst. Man Cybern. Syst., 2019

Multiview Fuzzy Logic System With the Cooperation Between Visible and Hidden Views.
IEEE Trans. Fuzzy Syst., 2019

A Multiview and Multiexemplar Fuzzy Clustering Approach: Theoretical Analysis and Experimental Studies.
IEEE Trans. Fuzzy Syst., 2019

Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning.
IEEE Trans. Fuzzy Syst., 2019

Joint Learning of Spectral Clustering Structure and Fuzzy Similarity Matrix of Data.
IEEE Trans. Fuzzy Syst., 2019

A Novel Doubly Reweighting Multisource Transfer Learning Framework.
IEEE Trans. Emerg. Top. Comput. Intell., 2019

Generalized Hidden-Mapping Transductive Transfer Learning for Recognition of Epileptic Electroencephalogram Signals.
IEEE Trans. Cybern., 2019

Sparse Multiview Task-Centralized Ensemble Learning for ASD Diagnosis Based on Age- and Sex-Related Functional Connectivity Patterns.
IEEE Trans. Cybern., 2019

<i>v</i>-soft margin multi-task learning logistic regression.
Int. J. Mach. Learn. Cybern., 2019

Structure regularized sparse coding for data representation.
Knowl. Based Syst., 2019

Takagi-sugeno-kang fuzzy systems with dynamic rule weights.
J. Intell. Fuzzy Syst., 2019

A novel multi-view SVM based on consistent hidden density distributions between views for face recognition.
J. Intell. Fuzzy Syst., 2019

Double-Coupling Learning for Multi-Task Data Stream Classification.
CoRR, 2019

Multi-View Fuzzy Clustering with The Alternative Learning between Shared Hidden Space and Partition.
CoRR, 2019

Multi-view Clustering with the Cooperation of Visible and Hidden Views.
CoRR, 2019

Deep Image Feature Learning with Fuzzy Rules.
CoRR, 2019

Joint Information Preservation for Heterogeneous Domain Adaptation.
CoRR, 2019

Transfer Representation Learning with TSK Fuzzy System.
CoRR, 2019

Interpretable Feature Learning Using Multi-output Takagi-Sugeno-Kang Fuzzy System for Multi-center ASD Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Label Quality Improvement in Crowdsourcing with Ensemble TSK Fuzzy Classifier.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Black Hole Entropic Fuzzy Clustering.
IEEE Trans. Syst. Man Cybern. Syst., 2018

Bayesian Takagi-Sugeno-Kang Fuzzy Model and Its Joint Learning of Structure Identification and Parameter Estimation.
IEEE Trans. Ind. Informatics, 2018

Stacked Blockwise Combination of Interpretable TSK Fuzzy Classifiers by Negative Correlation Learning.
IEEE Trans. Fuzzy Syst., 2018

Deep Takagi-Sugeno-Kang Fuzzy Classifier With Shared Linguistic Fuzzy Rules.
IEEE Trans. Fuzzy Syst., 2018

Data-Driven Elastic Fuzzy Logic System Modeling: Constructing a Concise System With Human-Like Inference Mechanism.
IEEE Trans. Fuzzy Syst., 2018

Cascaded Hidden Space Feature Mapping, Fuzzy Clustering, and Nonlinear Switching Regression on Large Datasets.
IEEE Trans. Fuzzy Syst., 2018

Fast convex-hull vector machine for training on large-scale ncRNA data classification tasks.
Knowl. Based Syst., 2018

SSC-EKE: Semi-supervised classification with extensive knowledge exploitation.
Inf. Sci., 2018

Generalized Hidden-Mapping Minimax Probability Machine for the training and reliability learning of several classical intelligent models.
Inf. Sci., 2018

Multi-View Fuzzy Logic System with the Cooperation between Visible and Hidden Views.
CoRR, 2018

Multi-View Maximum Entropy Clustering by Jointly Leveraging Inter-View Collaborations and Intra-View-Weighted Attributes.
IEEE Access, 2018

A Novel Takagi-Sugeno Fuzzy System Modeling Method with Joint Feature Selection and Rule Reduction.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017
Realizing Two-View TSK Fuzzy Classification System by Using Collaborative Learning.
IEEE Trans. Syst. Man Cybern. Syst., 2017

Imbalanced TSK Fuzzy Classifier by Cross-Class Bayesian Fuzzy Clustering and Imbalance Learning.
IEEE Trans. Syst. Man Cybern. Syst., 2017

Affinity and Penalty Jointly Constrained Spectral Clustering With All-Compatibility, Flexibility, and Robustness.
IEEE Trans. Neural Networks Learn. Syst., 2017

Deep TSK Fuzzy Classifier With Stacked Generalization and Triplely Concise Interpretability Guarantee for Large Data.
IEEE Trans. Fuzzy Syst., 2017

Recognition of Epileptic EEG Signals Using a Novel Multiview TSK Fuzzy System.
IEEE Trans. Fuzzy Syst., 2017

Bayesian Takagi-Sugeno-Kang Fuzzy Classifier.
IEEE Trans. Fuzzy Syst., 2017

Stacked-Structure-Based Hierarchical Takagi-Sugeno-Kang Fuzzy Classification Through Feature Augmentation.
IEEE Trans. Emerg. Top. Comput. Intell., 2017

Generalized competitive agglomeration clustering algorithm.
Int. J. Mach. Learn. Cybern., 2017

Incremental enhanced α-expansion move for large data: a probability regularization perspective.
Int. J. Mach. Learn. Cybern., 2017

Knowledge-leveraged transfer fuzzy C-Means for texture image segmentation with self-adaptive cluster prototype matching.
Knowl. Based Syst., 2017

Synchronization clustering based on central force optimization and its extension for large-scale datasets.
Knowl. Based Syst., 2017

A robust fuzzy clustering algorithm using mean-field-approximation based hidden Markov random field model for image segmentation.
J. Intell. Fuzzy Syst., 2017

Large-scale fuzzy multiple-medoid clustering method.
J. Intell. Fuzzy Syst., 2017

Bayesian zero-order TSK fuzzy system modeling.
Appl. Soft Comput., 2017

Semi-supervised learning using hidden feature augmentation.
Appl. Soft Comput., 2017

Sparse Multi-view Task-Centralized Learning for ASD Diagnosis.
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Fuzzy DBN with rule-based knowledge representation and high interpretability.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Anti-noise possibilistic clustering based on maximum entropy.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Robust extreme learning fuzzy systems using ridge regression for small and noisy datasets.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
Enhanced Knowledge-Leverage-Based TSK Fuzzy System Modeling for Inductive Transfer Learning.
ACM Trans. Intell. Syst. Technol., 2016

Takagi-Sugeno-Kang Transfer Learning Fuzzy Logic System for the Adaptive Recognition of Epileptic Electroencephalogram Signals.
IEEE Trans. Fuzzy Syst., 2016

Transfer Prototype-Based Fuzzy Clustering.
IEEE Trans. Fuzzy Syst., 2016

Cluster Prototypes and Fuzzy Memberships Jointly Leveraged Cross-Domain Maximum Entropy Clustering.
IEEE Trans. Cybern., 2016

Semi-Supervised SVM With Extended Hidden Features.
IEEE Trans. Cybern., 2016

Distance metric learning for soft subspace clustering in composite kernel space.
Pattern Recognit., 2016

Cross-domain, soft-partition clustering with diversity measure and knowledge reference.
Pattern Recognit., 2016

A local and global classification machine with collaborative mechanism.
Pattern Anal. Appl., 2016

Scalable learning method for feedforward neural networks using minimal-enclosing-ball approximation.
Neural Networks, 2016

Multi-view L2-SVM and its multi-view core vector machine.
Neural Networks, 2016

A fast leave-one-out cross-validation for SVM-like family.
Neural Comput. Appl., 2016

Linear combination of densities and its direct estimation framework with applications.
Neural Comput. Appl., 2016

A novel multi-task TSK fuzzy classifier and its enhanced version for labeling-risk-aware multi-task classification.
Inf. Sci., 2016

Transfer affinity propagation-based clustering.
Inf. Sci., 2016

Semi-supervised classification method through oversampling and common hidden space.
Inf. Sci., 2016

A survey on soft subspace clustering.
Inf. Sci., 2016

Bayesian Enhanced α-Expansion Move Clustering with Loose Link Constraints.
Neurocomputing, 2016

Enhanced algorithm for high-dimensional data classification.
Appl. Soft Comput., 2016

2015
An Improved TA-SVM Method Without Matrix Inversion and Its Fast Implementation for Nonstationary Datasets.
IEEE Trans. Neural Networks Learn. Syst., 2015

Minimax Probability TSK Fuzzy System Classifier: A More Transparent and Highly Interpretable Classification Model.
IEEE Trans. Fuzzy Syst., 2015

Collaborative Fuzzy Clustering From Multiple Weighted Views.
IEEE Trans. Cybern., 2015

Multitask TSK Fuzzy System Modeling by Mining Intertask Common Hidden Structure.
IEEE Trans. Cybern., 2015

Multitask Coupled Logistic Regression and its Fast Implementation for Large Multitask Datasets.
IEEE Trans. Cybern., 2015

Privacy preserving and fast decision for novelty detection using support vector data description.
Soft Comput., 2015

Convex nonnegative matrix factorization with manifold regularization.
Neural Networks, 2015

Nonnegative matrix factorization with manifold regularization and maximum discriminant information.
Int. J. Mach. Learn. Cybern., 2015

Locality Preserving Semi-Supervised Support Vector Machine.
J. Inf. Sci. Eng., 2015

Common-decision-vector based multiple source transfer classification learning and its fast implementation.
J. Intell. Fuzzy Syst., 2015

A novel privacy-preserving probability transductive classifiers from group probabilities based on regression model.
J. Intell. Fuzzy Syst., 2015

Evolutionary sampling: A novel way of machine learning within a probabilistic framework.
Inf. Sci., 2015

Support vector machine with manifold regularization and partially labeling privacy protection.
Inf. Sci., 2015

Multi-task TSK fuzzy system modeling using inter-task correlation information.
Inf. Sci., 2015

A fast learning method for feedforward neural networks.
Neurocomputing, 2015

Minimum class spread constrained support vector machine.
Neurocomputing, 2015

Feedforward kernel neural networks, generalized least learning machine, and its deep learning with application to image classification.
Appl. Soft Comput., 2015

A SVM based classification method for homogeneous data.
Appl. Soft Comput., 2015

2014
T2FELA: Type-2 Fuzzy Extreme Learning Algorithm for Fast Training of Interval Type-2 TSK Fuzzy Logic System.
IEEE Trans. Neural Networks Learn. Syst., 2014

Scaling Up Synchronization-Inspired Partitioning Clustering.
IEEE Trans. Knowl. Data Eng., 2014

Kernel Density Estimation, Kernel Methods, and Fast Learning in Large Data Sets.
IEEE Trans. Cybern., 2014

Generalized Hidden-Mapping Ridge Regression, Knowledge-Leveraged Inductive Transfer Learning for Neural Networks, Fuzzy Systems and Kernel Methods.
IEEE Trans. Cybern., 2014

MSAFC: matrix subspace analysis with fuzzy clustering ability.
Soft Comput., 2014

Double indices-induced FCM clustering and its integration with fuzzy subspace clustering.
Pattern Anal. Appl., 2014

Enhanced fuzzy partitions vs data randomness in FCM.
J. Intell. Fuzzy Syst., 2014

Image-based classification of protein subcellular location patterns in human reproductive tissue by ensemble learning global and local features.
Neurocomputing, 2014

Sparsity regularization label propagation for domain adaptation learning.
Neurocomputing, 2014

Dm-KDE: dynamical kernel density estimation by sequences of KDE estimators with fixed number of components over data streams.
Frontiers Comput. Sci., 2014

Transfer Prototype-based Fuzzy Clustering.
CoRR, 2014

A Survey on Soft Subspace Clustering.
CoRR, 2014

Least learning machine and its experimental studies on regression capability.
Appl. Soft Comput., 2014

Transductive domain adaptive learning for epileptic electroencephalogram recognition.
Artif. Intell. Medicine, 2014

Multiple-kernel based soft subspace fuzzy clustering.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Knowledge-leverage based TSK fuzzy system with improved knowledge transfer.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
Knowledge-Leverage-Based TSK Fuzzy System Modeling.
IEEE Trans. Neural Networks Learn. Syst., 2013

Knowledge-Leverage-Based Fuzzy System and Its Modeling.
IEEE Trans. Fuzzy Syst., 2013

New insight at level set & Gaussian mixture model for natural image segmentation.
Signal Image Video Process., 2013

Minimum-maximum local structure information for feature selection.
Pattern Recognit. Lett., 2013

From Gaussian kernel density estimation to kernel methods.
Int. J. Mach. Learn. Cybern., 2013

Fuzzy partition based soft subspace clustering and its applications in high dimensional data.
Inf. Sci., 2013

A minimax probabilistic approach to feature transformation for multi-class data.
Appl. Soft Comput., 2013

Weighted spherical 1-mean with phase shift and its application in electrocardiogram discord detection.
Artif. Intell. Medicine, 2013

Training probability transductive classifiers for group probability datasets based on regression.
Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery, 2013

2012
Fast Graph-Based Relaxed Clustering for Large Data Sets Using Minimal Enclosing Ball.
IEEE Trans. Syst. Man Cybern. Part B, 2012

On minimum distribution discrepancy support vector machine for domain adaptation.
Pattern Recognit., 2012

Generalized locality preserving Maxi-Min Margin Machine.
Neural Networks, 2012

Scaling up minimum enclosing ball with total soft margin for training on large datasets.
Neural Networks, 2012

The Maximum Vector-Angular Margin Classifier and its fast training on large datasets using a core vector machine.
Neural Networks, 2012

A kernel learning framework for domain adaptation learning.
Sci. China Inf. Sci., 2012

2011
Scalable TSK Fuzzy Modeling for Very Large Datasets Using Minimal-Enclosing-Ball Approximation.
IEEE Trans. Fuzzy Syst., 2011

Theoretical analysis for solution of support vector data description.
Neural Networks, 2011

Positive and negative fuzzy rule system, extreme learning machine and image classification.
Int. J. Mach. Learn. Cybern., 2011

Clustering-Inverse: A Generalized Model for Pattern-Based Time Series Segmentation.
J. Intell. Learn. Syst. Appl., 2011

Matrix pattern based minimum within-class scatter support vector machines.
Appl. Soft Comput., 2011

EEW-SC: Enhanced Entropy-Weighting Subspace Clustering for high dimensional gene expression data clustering analysis.
Appl. Soft Comput., 2011

Speeding up local and global learning of M<sup>4</sup>.
Proceedings of the Seventh International Conference on Natural Computation, 2011

Study of dependency between the input noise and the parameter in fuzzy linear regression model.
Proceedings of the FUZZ-IEEE 2011, 2011

Fuzzy inference mechanism based automatic elastic registration of two-dimensional gel electrophoresis images.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

2010
Robust Relief-Feature Weighting, Margin Maximization, and Fuzzy Optimization.
IEEE Trans. Fuzzy Syst., 2010

Transformation between type-2 TSK fuzzy systems and an uncertain Gaussian mixture model.
Soft Comput., 2010

On minimum class locality preserving variance support vector machine.
Pattern Recognit., 2010

Enhanced soft subspace clustering integrating within-cluster and between-cluster information.
Pattern Recognit., 2010

p-Margin Kernel Learning Machine with Magnetic Field Effect for Both Binary Classification and Novelty Detection.
Int. J. Softw. Informatics, 2010

Introducing Gravitational Force into Affinity Propagation Clustering.
Int. J. Softw. Informatics, 2010

2009
Generalized Fuzzy C-Means Clustering Algorithm With Improved Fuzzy Partitions.
IEEE Trans. Syst. Man Cybern. Part B, 2009

An Adaptive Fuzzy-Inference-Rule-Based Flexible Model for Automatic Elastic Image Registration.
IEEE Trans. Fuzzy Syst., 2009

From Minimum Enclosing Ball to Fast Fuzzy Inference System Training on Large Datasets.
IEEE Trans. Fuzzy Syst., 2009

Parametric and nonparametric evolutionary computing with a content-based feature selection approach for parallel categorization.
Expert Syst. Appl., 2009

Robust fuzzy clustering-based image segmentation.
Appl. Soft Comput., 2009

Fuzzy Logical on Boolean Networks as Model of Gene Regulatory Networks.
Proceedings of the First IITA International Joint Conference on Artificial Intelligence, 2009

2008
Theoretical Choice of the Optimal Threshold for Possibilistic Linear Model With Noisy Input.
IEEE Trans. Fuzzy Syst., 2008

An enhanced possibilistic C-Means clustering algorithm EPCM.
Soft Comput., 2008

A novel image thresholding method based on Parzen window estimate.
Pattern Recognit., 2008

FRSDE: Fast reduced set density estimator using minimal enclosing ball approximation.
Pattern Recognit., 2008

A note on an extreme case of the generalized optimal discriminant transformation.
Neurocomputing, 2008

A robust neuro-fuzzy network approach to impulse noise filtering for color images.
Appl. Soft Comput., 2008

Unsupervised Optimal Discriminant Plane Based Feature Extraction Method.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

Weighted Semi-supervised Fuzzy Clustering.
Proceedings of the Fuzzy Information and Engineering, 2008

2007
Possibility Theoretic Clustering and its Preliminary Application to Large Image Segmentation.
Soft Comput., 2007

An extreme case of the generalized optimal discriminant transformation and its application to face recognition.
Neurocomputing, 2007

Applying the improved fuzzy cellular neural network IFCNN to white blood cell detection.
Neurocomputing, 2007

Dependency between degree of fit and input noise in fuzzy linear regression using non-symmetric fuzzy triangular coefficients.
Fuzzy Sets Syst., 2007

Robust fuzzy clustering neural network based on epsilon-insensitive loss function.
Appl. Soft Comput., 2007

Advanced fuzzy cellular neural network: Application to CT liver images.
Artif. Intell. Medicine, 2007

A New Minimax Probability Based Classifier Using Fuzzy Hyper-Ellipsoid.
Proceedings of the International Joint Conference on Neural Networks, 2007

A New Level Set Method for Image Segmentation Integrated with FCM.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

A New Filter for Color Images Corrupted by Impulse Noise.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

Supervised FCNN Classification for Garment Seams.
Proceedings of the Computational Intelligence and Security, International Conference, 2007

2006
CATSMLP: Toward a Robust and Interpretable Multilayer Perceptron With Sigmoid Activation Functions.
IEEE Trans. Syst. Man Cybern. Part B, 2006

A New Detection Algorithm (NDA) Based on Fuzzy Cellular Neural Networks for White Blood Cell Detection.
IEEE Trans. Inf. Technol. Biomed., 2006

A novel adaptive SVR based filter ASBF for image restoration.
Soft Comput., 2006

Experimental study on parameter choices in norm-<i>r</i> support vector regression machines with noisy input.
Soft Comput., 2006

Robust maximum entropy clustering algorithm with its labeling for outliers.
Soft Comput., 2006

Attribute weighted mercer kernel based fuzzy clustering algorithm for general non-spherical datasets.
Soft Comput., 2006

Clustering Analysis of Gene Expression Data based on Semi-supervised Visual Clustering Algorithm.
Soft Comput., 2006

Applying Robust Directional Similarity Based Clustering Approach Rdsc to Classification of Gene Expression Data.
J. Bioinform. Comput. Biol., 2006

Hierarchical Extraction of Remote Sensing Data Based on Support Vector Machines and Knowledge Processing.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Applying the Semisupervised Bayesian Approach to Classifier Design.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

A Fully Automated Pattern Classification Method of Combining Self-Organizing Map with Generalization Regression Neural Network.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

Comparative Study on Input-Expansion-Based Improved General Regression Neural Network and Levenberg-Marquardt BP Network.
Proceedings of the Intelligent Computing, 2006

A Comparative Study on Improved Fuzzy Support Vector Machines and Levenberg-Marquardt-Based BP Network.
Proceedings of the Intelligent Computing, 2006

2005
Theoretically Optimal Parameter Choices for Support Vector Regression Machines with Noisy Input.
Soft Comput., 2005

A new gaussian noise filter based on interval type-2 fuzzy logic systems.
Soft Comput., 2005

Note on the equivalence relationship between Renyi-entropy based and Tsallis-entropy based image thresholding.
Pattern Recognit. Lett., 2005

Why did Time Series Subsequence Clustering Disguise US: the Overall Analysis.
Int. J. Inf. Acquis., 2005

Fuzzy taxonomy, quantitative database and mining generalized association rules.
Intell. Data Anal., 2005

Performing clustering analysis on collaborative models.
Intell. Data Anal., 2005

Cascaded centralized TSK fuzzy system: universal approximator and high interpretation.
Appl. Soft Comput., 2005

Applying Advanced Fuzzy Cellular Neural Network AFCNN to Segmentation of Serial CT Liver Images.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

Possibility Theoretic Clustering.
Proceedings of the Advances in Intelligent Computing, 2005

2004
Note on the relationship between probabilistic and fuzzy clustering.
Soft Comput., 2004

An analytical algorithm for determining the generalized optimal set of discriminant vectors.
Pattern Recognit., 2004

Fuzzy kernel hyperball perceptron.
Appl. Soft Comput., 2004

On Dimensionality Reduction for Client Specific Discriminant Analysis with Application to Face Verification.
Proceedings of the Advances in Biometric Person Authentication, 2004

Fuzzy Taxonomic, Quantitative Database and Mining Generalized Association Rules.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

A New Direct LDA (D-LDA) Algorithm for Feature Extraction in Face Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A New Kernel Direct Discriminant Analysis (KDDA) Algorithm for Face Recognition.
Proceedings of the British Machine Vision Conference, 2004

Outlier Detecting in Fuzzy Switching Regression Models.
Proceedings of the Artificial Intelligence: Methodology, 2004

2003
Fuzzy system and CMAC network with B-spline membership/basis functions are smooth approximators.
Soft Comput., 2003

Fuzzy System and CMAC Network with B-Spline Membership/Basis Functions can Approximate A Smooth Function and its Derivatives.
Int. J. Comput. Intell. Appl., 2003

Integrating rough set theory and fuzzy neural network to discover fuzzy rules.
Intell. Data Anal., 2003

2002
A New Algorithm for Generalized Optimal Discriminant Vectors.
J. Comput. Sci. Technol., 2002

A New Integrated Clustering Algorithm GFC and Switching Regressions.
Int. J. Pattern Recognit. Artif. Intell., 2002


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