Long Chen

Orcid: 0000-0003-0184-5446

Affiliations:
  • University of Macau, Department of Computer and Information Science, China
  • University of Texas at San Antonio, TX, USA (former)


According to our database1, Long Chen authored at least 126 papers between 2006 and 2024.

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Bibliography

2024
An Integrated Fusion Framework for Ensemble Learning Leveraging Gradient-Boosting and Fuzzy Rule-Based Models.
IEEE Trans. Artif. Intell., November, 2024

Online Identification of Nonlinear Systems With Separable Structure.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

Fuzzy Inference Attention Module for Unsupervised Domain Adaptation.
IEEE Trans. Fuzzy Syst., April, 2024

Multi-Scale Enhanced Features Correlation Filters Learning With Dual Second-Order Difference for UAV Tracking.
IEEE Trans. Intell. Veh., February, 2024

Knowledge Graph-Based Reinforcement Federated Learning for Chinese Question and Answering.
IEEE Trans. Comput. Soc. Syst., February, 2024

Public Opinion Evolution in Cyberspace: A Case Analysis of Pelosi's Visit to Taiwan.
IEEE Trans. Comput. Soc. Syst., February, 2024

Latent information-guided one-step multi-view fuzzy clustering based on cross-view anchor graph.
Inf. Fusion, February, 2024

Robust deep fuzzy K-means clustering for image data.
Pattern Recognit., 2024

Selective multiple kernel fuzzy clustering with locality preserved ensemble.
Knowl. Based Syst., 2024

SE-BLS: A Shapley-Value-Based Ensemble Broad Learning System with collaboration-based feature selection and CAM visualization.
Knowl. Based Syst., 2024

Bilevel fuzzy clustering via adaptive similarity graphs fusion.
Inf. Sci., 2024

Lightweight Attention Network Based on Fuzzy Logic for Person Re-Identification.
Proceedings of the International Conference on Fuzzy Theory and Its Applications, 2024

2023
Parameter-Free Robust Ensemble Framework of Fuzzy Clustering.
IEEE Trans. Fuzzy Syst., December, 2023

Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition.
IEEE Trans. Cogn. Dev. Syst., December, 2023

Cooperative linear regression model for image set classification.
Expert Syst. Appl., November, 2023

Low-rank kernel regression with preserved locality for multi-class analysis.
Pattern Recognit., September, 2023

Multi-Scale Attention Generative Adversarial Network for Medical Image Enhancement.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2023

Pairwise constraints-based semi-supervised fuzzy clustering with multi-manifold regularization.
Inf. Sci., August, 2023

Embedded Point Iteration Based Recursive Algorithm for Online Identification of Nonlinear Regression Models.
IEEE Trans. Autom. Control., July, 2023

Unified Mapping Function-Based Neuroadaptive Control of Constrained Uncertain Robotic Systems.
IEEE Trans. Cybern., June, 2023

Subspace-based minority oversampling for imbalance classification.
Inf. Sci., April, 2023

Pixel and region level information fusion in membership regularized fuzzy clustering for image segmentation.
Inf. Fusion, April, 2023

Geometric consistent fuzzy cluster ensemble with membership reconstruction for image segmentation.
Digit. Signal Process., April, 2023

Graph Enhanced Fuzzy Clustering for Categorical Data Using a Bayesian Dissimilarity Measure.
IEEE Trans. Fuzzy Syst., March, 2023

Random Feature-Based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks.
IEEE Trans. Fuzzy Syst., February, 2023

Manifold Enhanced 2-D Fuzzy Subspace Clustering for Image Data.
IEEE Trans. Syst. Man Cybern. Syst., 2023

Robust Correlation Filter Learning With Continuously Weighted Dynamic Response for UAV Visual Tracking.
IEEE Trans. Geosci. Remote. Sens., 2023

Sensor-based force decouple controller design of macro-mini manipulator.
Robotics Comput. Integr. Manuf., 2023

2022
Event-Based Adaptive Neural Control of Nonlinear Systems With Deferred Constraint.
IEEE Trans. Syst. Man Cybern. Syst., 2022

An Iterative Implementation of Variable Projection for Separable Nonlinear Optimization Problems.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Nuisance Parameter Estimation Algorithms for Separable Nonlinear Models.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Frequency Principle in Broad Learning System.
IEEE Trans. Neural Networks Learn. Syst., 2022

A 3D Object Recognition Method From LiDAR Point Cloud Based on USAE-BLS.
IEEE Trans. Intell. Transp. Syst., 2022

Tensor-Based Robust Principal Component Analysis With Locality Preserving Graph and Frontal Slice Sparsity for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Transfer Collaborative Fuzzy Clustering in Distributed Peer-to-Peer Networks.
IEEE Trans. Fuzzy Syst., 2022

Adaptive Asymptotic Tracking With Global Performance for Nonlinear Systems With Unknown Control Directions.
IEEE Trans. Autom. Control., 2022

Kernel embedding transformation learning for graph matching.
Pattern Recognit. Lett., 2022

Fuzzy clustering for multiview data by combining latent information.
Appl. Soft Comput., 2022

Interval type-2 outlier-robust picture fuzzy clustering and its application in medical image segmentation.
Appl. Soft Comput., 2022

Model selection for RBF-ARX models.
Appl. Soft Comput., 2022

A Human Intention Based Fuzzy Variable Admittance Control System for Physical Human-Robot Interaction.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2022

2021
Novel Fast Networking Approaches Mining Underlying Structures From Investment Big Data.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Low-Cost Approximation-Based Adaptive Tracking Control of Output-Constrained Nonlinear Systems.
IEEE Trans. Neural Networks Learn. Syst., 2021

Laplacian Regularized Nonnegative Representation for Clustering and Dimensionality Reduction.
IEEE Trans. Circuits Syst. Video Technol., 2021

Dual Calibration Mechanism Based L<sub>2</sub>, p-Norm for Graph Matching.
IEEE Trans. Circuits Syst. Video Technol., 2021

DGCB-Net: Dynamic Graph Convolutional Broad Network for 3D Object Recognition in Point Cloud.
Remote. Sens., 2021

An Image-Based Benchmark Dataset and a Novel Object Detector for Water Surface Object Detection.
Frontiers Neurorobotics, 2021

Random Fourier feature-based fuzzy clustering with p-Laplacian regularization.
Appl. Soft Comput., 2021

A Novel GA-Based Optimized Approach for Regional Multimodal Medical Image Fusion With Superpixel Segmentation.
IEEE Access, 2021

Variable Admittance Control by Measuring Arm Impedance.
Proceedings of the Intelligent Robotics and Applications - 14th International Conference, 2021

MR Image Denoising by FGMM Clustering of Image Patches.
Proceedings of the Image and Graphics - 11th International Conference, 2021

2020
Term Selection for a Class of Separable Nonlinear Models.
IEEE Trans. Neural Networks Learn. Syst., 2020

Low-Rank Tensor Regularized Fuzzy Clustering for Multiview Data.
IEEE Trans. Fuzzy Syst., 2020

Membership Affinity Lasso for Fuzzy Clustering.
IEEE Trans. Fuzzy Syst., 2020

Deep Fuzzy Clustering - A Representation Learning Approach.
IEEE Trans. Fuzzy Syst., 2020

A Fast Spatial Clustering Method for Sparse LiDAR Point Clouds Using GPU Programming.
Sensors, 2020

Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation.
Int. J. Mach. Learn. Cybern., 2020

Control of nonlinear systems under dynamic constraints: A unified barrier function-based approach.
Autom., 2020

Broad Graph-Based Non-Negative Robust Continuous Clustering.
IEEE Access, 2020

Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

2019
Fuzzy Clustering in Cascaded Feature Space.
Int. J. Fuzzy Syst., 2019

Quality control of imbalanced mass spectra from isotopic labeling experiments.
BMC Bioinform., 2019

Multiple Kernel Fuzzy Clustering With Unsupervised Random Forests Kernel and Matrix-Induced Regularization.
IEEE Access, 2019

Robust Nonconvex Nonnegative Low-rank Representation.
Proceedings of the International Conference on Fuzzy Theory and Its Applications, 2019

Tensor Decomposition for Poisson Image Denoising.
Proceedings of the International Conference on Fuzzy Theory and Its Applications, 2019

2018
Uncertain Data Clustering in Distributed Peer-to-Peer Networks.
IEEE Trans. Neural Networks Learn. Syst., 2018

A Two-Stage Estimation Algorithm Based on Variable Projection Method for GPS Positioning.
IEEE Trans. Instrum. Meas., 2018

Design of Highly Nonlinear Substitution Boxes Based on I-Ching Operators.
IEEE Trans. Cybern., 2018

Robust Face Hallucination via Locality-Constrained Bi-Layer Representation.
IEEE Trans. Cybern., 2018

On Some Separated Algorithms for Separable Nonlinear Least Squares Problems.
IEEE Trans. Cybern., 2018

Multifocus image fusion with enhanced linear spectral clustering and fast depth map estimation.
Neurocomputing, 2018

KL Divergence-Based Fuzzy Cluster Ensemble for Image Segmentation.
Entropy, 2018

Integrating guided filter into fuzzy clustering for noisy image segmentation.
Digit. Signal Process., 2018

The Construction of Cascaded Features and Its Application in Fuzzy Clustering.
Proceedings of the 2018 International Conference on Security, 2018

Classification based Integration of Quantifications for LC-MS Analysis.
Proceedings of the 2018 International Conference on Security, 2018

Clustering based Image Segmentation via Weighted Fusion of Non-local and Local Information.
Proceedings of the 2018 International Conference on Security, 2018

Improved Quantification of 18O Labeled LC-MS Based on I-Ching Divination Evolutionary Algorithm.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Multiple Kernel Shadowed Clustering in Approximated Feature Space.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks and Broad Learning System.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Intelligent Localization of a High-Speed Train Using LSSVM and the Online Sparse Optimization Approach.
IEEE Trans. Intell. Transp. Syst., 2017

Parallel Control and Management for High-Speed Maglev Systems.
IEEE Trans. Intell. Transp. Syst., 2017

Adaptive Fuzzy Leader-Following Consensus Control for Stochastic Multiagent Systems with Heterogeneous Nonlinear Dynamics.
IEEE Trans. Fuzzy Syst., 2017

Weighted Joint Sparse Representation for Removing Mixed Noise in Image.
IEEE Trans. Cybern., 2017

I-Ching Divination Evolutionary Algorithm and its Convergence Analysis.
IEEE Trans. Cybern., 2017

A flexible and robust train operation model based on expert knowledge and online adjustment.
Int. J. Wavelets Multiresolution Inf. Process., 2017

Image Guided Fuzzy C-Means for Image Segmentation.
Int. J. Fuzzy Syst., 2017

Shadowed set-based rough-fuzzy clustering using random feature mapping.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Gradient boosting model for unbalanced quantitative mass spectra quality assessment.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Shadowed C-means clustering based on approximated feature space.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Random Forest model for quality control of high resolution mass spectra from SILAC labeling experiments.
Proceedings of the 13th International Conference on Natural Computation, 2017

2016
A robust bi-sparsity model with non-local regularization for mixed noise reduction.
Inf. Sci., 2016

Exploiting the interpretability and forecasting ability of the RBF-AR model for nonlinear time series.
Int. J. Syst. Sci., 2016

Fuzzy clustering with the entropy of attribute weights.
Neurocomputing, 2016

Quantized consensus control for second-order multi-agent systems with nonlinear dynamics.
Neurocomputing, 2016

Clustering Algorithm Based on Spatial Shadowed Fuzzy C-means and I-Ching Operators.
Int. J. Fuzzy Syst., 2016

Data-driven train operation models based on data mining and driving experience for the diesel-electric locomotive.
Adv. Eng. Informatics, 2016

A Self-Organizing State Space Type Microstructure Model for Financial Asset Allocation.
IEEE Access, 2016

Image guided fuzzy clustering for image segmentation.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Approximate fuzzy kernel clustering with random feature mapping and dimension reduction.
Proceedings of the 12th International Conference on Natural Computation, 2016

Fuzzy clustering based traffic pattern identification.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
Weighted Couple Sparse Representation With Classified Regularization for Impulse Noise Removal.
IEEE Trans. Image Process., 2015

Fuzzy Restricted Boltzmann Machine for the Enhancement of Deep Learning.
IEEE Trans. Fuzzy Syst., 2015

Gradient Radial Basis Function Based Varying-Coefficient Autoregressive Model for Nonlinear and Nonstationary Time Series.
IEEE Signal Process. Lett., 2015

Region-Based Multi-focus Image Fusion Using Guided Filtering and Greedy Analysis.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

2014
A New Learning Algorithm for a Fully Connected Neuro-Fuzzy Inference System.
IEEE Trans. Neural Networks Learn. Syst., 2014

A Collaborative Fuzzy Clustering Algorithm in Distributed Network Environments.
IEEE Trans. Fuzzy Syst., 2014

Maximum-entropy-based multiple kernel fuzzy c-means clustering algorithm.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Online adjusting subway timetable by q-learning to save energy consumption in uncertain passenger demand.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Kernel non-local shadowed c-means for image segmentation.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
A User-Customizable Urban Traffic Information Collection Method Based on Wireless Sensor Networks.
IEEE Trans. Intell. Transp. Syst., 2013

Road link traffic speed pattern mining in probe vehicle data via soft computing techniques.
Appl. Soft Comput., 2013

Shadowed C-Means for Image Segmentation Using Local and Non-local Spatial Information.
Proceedings of the IEEE International Conference on Systems, 2013

A Small-Scale Traffic Monitoring System in Urban Wireless Sensor Networks.
Proceedings of the IEEE International Conference on Systems, 2013

Ensemble fuzzy c-means clustering algorithms based on KL-Divergence for medical image segmentation.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012
PKFCM - Proximity based kernel fuzzy c-means for semi-supervised data clustering.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

2011
A Multiple-Kernel Fuzzy C-Means Algorithm for Image Segmentation.
IEEE Trans. Syst. Man Cybern. Part B, 2011

SCFIA: A Statistical Corresponding Feature Identification Algorithm for LC/MS.
BMC Bioinform., 2011

Improved Quantification of Labeled LC-MS.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010
A Gradient-Descent-Based Approach for Transparent Linguistic Interface Generation in Fuzzy Models.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Sensitivity analysis of parametric t-norm and s-norm based fuzzy classification system.
Proceedings of the IEEE International Conference on Systems, 2010

Multiple kernel fuzzy C-means based image segmentation.
Proceedings of the IEEE International Conference on Systems, 2010

2008
Transparent linguistic interface generation and its application in fuzzy decision trees.
Proceedings of the IEEE International Conference on Systems, 2008

Gradient pre-shaped fuzzy C-means algorithm (GradPFCM) for transparent membership function generation.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
Ensemble Learning Approach for Freeway Short-Term Traffic Flow Prediction.
Proceedings of the 2nd IEEE International Conference on System of Systems Engineering, 2007

Pre-shaped fuzzy c-means algorithm (PFCM) for transparent membership function generation.
Proceedings of the IEEE International Conference on Systems, 2007

2006
Computational Intelligence Techniques for Building Transparent Construction Performance Models.
Proceedings of the IEEE International Conference on Systems, 2006


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