Zhaohong Deng

Proceedings of the 6th International Conference on Control, Robotics and Cybernetics, 2021

2020

Fuzzy Clustering with Self-growing Net.

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[DOI]

Int. J. Fuzzy Syst., 2020

Mapping approach for multiscale emulation networks in heterogeneous environments.

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[DOI]

Proceedings of the CIAT 2020: International Conference on Cyberspace Innovation of Advanced Technologies, 2020

2019

Multiview Fuzzy Logic System With the Cooperation Between Visible and Hidden Views.

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[DOI]

IEEE Trans. Fuzzy Syst., 2019

Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning.

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[DOI]

IEEE Trans. Fuzzy Syst., 2019

Guest Editorial: Special Issue on New Advances in Deep-Transfer Learning.

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[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2019

Generalized Hidden-Mapping Transductive Transfer Learning for Recognition of Epileptic Electroencephalogram Signals.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Double-Coupling Learning for Multi-Task Data Stream Classification.

[BibT_eX]

[DOI]

CoRR, 2019

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

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[DOI]

CoRR, 2019

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

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[DOI]

CoRR, 2019

Deep Image Feature Learning with Fuzzy Rules.

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[DOI]

CoRR, 2019

Joint Information Preservation for Heterogeneous Domain Adaptation.

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[DOI]

CoRR, 2019

Transfer Representation Learning with TSK Fuzzy System.

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[DOI]

CoRR, 2019

Interpretable Feature Learning Using Multi-output Takagi-Sugeno-Kang Fuzzy System for Multi-center ASD Diagnosis.

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[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Reliability Learning for Interval Type-2 TSK Fuzzy Logic System with its Application to Medical Diagnosis.

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[DOI]

Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data.

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[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Tackling Missing Data in Community Health Studies Using Additive LS-SVM Classifier.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2018

Data-Driven Elastic Fuzzy Logic System Modeling: Constructing a Concise System With Human-Like Inference Mechanism.

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[DOI]

IEEE Trans. Fuzzy Syst., 2018

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

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[DOI]

IEEE Trans. Fuzzy Syst., 2018

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

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[DOI]

Inf. Sci., 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

A Novel Takagi-Sugeno Fuzzy System Modeling Method with Joint Feature Selection and Rule Reduction.

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[DOI]

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017

Realizing Two-View TSK Fuzzy Classification System by Using Collaborative Learning.

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[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2017

Recognition of Epileptic EEG Signals Using a Novel Multiview TSK Fuzzy System.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2017

Knowledge-leveraged transfer fuzzy C-Means for texture image segmentation with self-adaptive cluster prototype matching.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Detection of epilepsy with Electroencephalogram using rule-based classifiers.

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[DOI]

Neurocomputing, 2017

Robust extreme learning fuzzy systems using ridge regression for small and noisy datasets.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016

A Heuristic Force Model for Haptic Simulation of Nasogastric Tube Insertion Using Fuzzy Logic.

[BibT_eX]

[DOI]

Xuejian He

Vico Chung-Lim Chiang

Jing Qin

IEEE Trans. Haptics, 2016

Enhanced Knowledge-Leverage-Based TSK Fuzzy System Modeling for Inductive Transfer Learning.

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[DOI]

ACM Trans. Intell. Syst. Technol., 2016

Takagi-Sugeno-Kang Transfer Learning Fuzzy Logic System for the Adaptive Recognition of Epileptic Electroencephalogram Signals.

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[DOI]

IEEE Trans. Fuzzy Syst., 2016

Transfer Prototype-Based Fuzzy Clustering.

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[DOI]

IEEE Trans. Fuzzy Syst., 2016

Cluster Prototypes and Fuzzy Memberships Jointly Leveraged Cross-Domain Maximum Entropy Clustering.

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[DOI]

IEEE Trans. Cybern., 2016

Semi-Supervised SVM With Extended Hidden Features.

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[DOI]

IEEE Trans. Cybern., 2016

Distance metric learning for soft subspace clustering in composite kernel space.

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[DOI]

Pattern Recognit., 2016

Scalable learning method for feedforward neural networks using minimal-enclosing-ball approximation.

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[DOI]

Neural Networks, 2016

Noise-benefit FRSDE for speedup of density estimation on large data.

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[DOI]

J. Intell. Fuzzy Syst., 2016

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

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[DOI]

Inf. Sci., 2016

A survey on soft subspace clustering.

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[DOI]

Inf. Sci., 2016

2015

Minimax Probability TSK Fuzzy System Classifier: A More Transparent and Highly Interpretable Classification Model.

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[DOI]

IEEE Trans. Fuzzy Syst., 2015

Collaborative Fuzzy Clustering From Multiple Weighted Views.

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[DOI]

IEEE Trans. Cybern., 2015

Multitask TSK Fuzzy System Modeling by Mining Intertask Common Hidden Structure.

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[DOI]

IEEE Trans. Cybern., 2015

A novel privacy-preserving probability transductive classifiers from group probabilities based on regression model.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2015

Multi-task TSK fuzzy system modeling using inter-task correlation information.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Prediction of mortality after radical cystectomy for bladder cancer by machine learning techniques.

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[DOI]

Comput. Biol. Medicine, 2015

A virtual reality based simulator for learning nasogastric tube placement.

[BibT_eX]

[DOI]

Xuejian He

Vico Chung-Lim Chiang

Comput. Biol. Medicine, 2015

Detection of Epileptic Seizures in EEG Signals with Rule-Based Interpretation by Random Forest Approach.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015

2014

T2FELA: Type-2 Fuzzy Extreme Learning Algorithm for Fast Training of Interval Type-2 TSK Fuzzy Logic System.

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[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2014

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

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Double indices-induced FCM clustering and its integration with fuzzy subspace clustering.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2014

Transfer Prototype-based Fuzzy Clustering.

[BibT_eX]

[DOI]

CoRR, 2014

A Survey on Soft Subspace Clustering.

[BibT_eX]

[DOI]

CoRR, 2014

Transductive domain adaptive learning for epileptic electroencephalogram recognition.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2014

Multiple-kernel based soft subspace fuzzy clustering.

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[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Knowledge-leverage based TSK fuzzy system with improved knowledge transfer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013

Knowledge-Leverage-Based TSK Fuzzy System Modeling.

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[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

Knowledge-Leverage-Based Fuzzy System and Its Modeling.

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[DOI]

IEEE Trans. Fuzzy Syst., 2013

From Gaussian kernel density estimation to kernel methods.

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[DOI]

Int. J. Mach. Learn. Cybern., 2013

Fuzzy partition based soft subspace clustering and its applications in high dimensional data.

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[DOI]

Inf. Sci., 2013

A minimax probabilistic approach to feature transformation for multi-class data.

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[DOI]

Appl. Soft Comput., 2013

Weighted spherical 1-mean with phase shift and its application in electrocardiogram discord detection.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2013

Training probability transductive classifiers for group probability datasets based on regression.

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[DOI]

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.

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[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2012

2011

Scalable TSK Fuzzy Modeling for Very Large Datasets Using Minimal-Enclosing-Ball Approximation.

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[DOI]

IEEE Trans. Fuzzy Syst., 2011

Clustering-Inverse: A Generalized Model for Pattern-Based Time Series Segmentation.

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[DOI]

J. Intell. Learn. Syst. Appl., 2011

EEW-SC: Enhanced Entropy-Weighting Subspace Clustering for high dimensional gene expression data clustering analysis.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2011

Fuzzy inference mechanism based automatic elastic registration of two-dimensional gel electrophoresis images.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

2010

Robust Relief-Feature Weighting, Margin Maximization, and Fuzzy Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2010

Enhanced soft subspace clustering integrating within-cluster and between-cluster information.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

2009

An Adaptive Fuzzy-Inference-Rule-Based Flexible Model for Automatic Elastic Image Registration.

[BibT_eX]

[DOI]

Korris Fu-Lai Chung

IEEE Trans. Fuzzy Syst., 2009

From Minimum Enclosing Ball to Fast Fuzzy Inference System Training on Large Datasets.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2009

2008

FRSDE: Fast reduced set density estimator using minimal enclosing ball approximation.

[BibT_eX]

[DOI]

Pattern Recognit., 2008

2007

Robust fuzzy clustering neural network based on epsilon-insensitive loss function.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2007

A New Minimax Probability Based Classifier Using Fuzzy Hyper-Ellipsoid.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

CATSMLP: Toward a Robust and Interpretable Multilayer Perceptron With Sigmoid Activation Functions.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2006

Robust maximum entropy clustering algorithm with its labeling for outliers.

[BibT_eX]

[DOI]

Soft Comput., 2006

Clustering Analysis of Gene Expression Data based on Semi-supervised Visual Clustering Algorithm.

[BibT_eX]

[DOI]

Soft Comput., 2006

2005

Why did Time Series Subsequence Clustering Disguise US: the Overall Analysis.

[BibT_eX]

[DOI]

Korris Fu-Lai Chung