Wensheng Chen

Orcid: 0000-0002-7046-3284

According to our database1, Wensheng Chen authored at least 134 papers between 2001 and 2024.

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Bibliography

2024
Metafeature Selection via Multivariate Sparse-Group Lasso Learning for Automatic Hyperparameter Configuration Recommendation.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

PatchEMG: Few-Shot EMG Signal Generation With Diffusion Models for Data Augmentation to Improve Classification Performance.
IEEE Trans. Instrum. Meas., 2024

Intelligent Analysis and Heartbeat Saliency Map Representation of Postoperative Atrial Fibrillation Recurrence Based on Mobile Single-Lead Electrocardiogram.
IEEE Trans. Instrum. Meas., 2024

An Interface Method for Co-simulation of EMT Model and Shifted Frequency EMT Model Based on Rotational Invariance Techniques.
CoRR, 2024

Face Recognition via Thermal Imaging: A Comparative Study of Traditional and CNN-Based Approaches.
Proceedings of the 8th International Conference on Machine Learning and Soft Computing, 2024

2023
Symmetric nonnegative matrix factorization: A systematic review.
Neurocomputing, November, 2023

A Global and Local Feature fused CNN architecture for the sEMG-based hand gesture recognition.
Comput. Biol. Medicine, November, 2023

Classifier selection using geometry preserving feature.
Neural Comput. Appl., October, 2023

Bi-level optimization-based projective non-negative matrix factorization.
Int. J. Wavelets Multiresolution Inf. Process., 2023

A Drunk Identification System Based on Thermal Imaging.
Proceedings of the 2023 6th International Conference on Sensors, 2023

Orthogonal Universal Kernel Non-Negative Matrix Factorization with Total Variation Regularization.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2023

2022
Piezoelectric Micromachined Ultrasonic Transducer-Integrated Helmholtz Resonator with Microliter-Sized Volume-Tunable Cavity.
Sensors, 2022

A Novel Enhanced Nonnegative Matrix Factorization Method for Face Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2022

A survey of deep nonnegative matrix factorization.
Neurocomputing, 2022

Alpine treelines as ecological indicators of global climate change: Who has studied? What has been studied?
Ecol. Informatics, 2022

A novel general kernel-based non-negative matrix factorisation approach for face recognition.
Connect. Sci., 2022

Deep Discriminant Non-negative Matrix Factorization Method for Image Clustering.
Proceedings of the Intelligent Computing Theories and Application, 2022

A New Adaptive TV-Based BM3D Algorithm for Image Denoising.
Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

2021
Bifurcations of Nonlinear Waves in the Generalized KdV-mKdV-Like Equation.
Int. J. Bifurc. Chaos, 2021

Thermal face recognition under different conditions.
BMC Bioinform., 2021

Analysis of Earthquake Emergency Command System According to Cloud Computing Methods.
IEEE Access, 2021

Deep Grouped Non-Negative Matrix Factorization Method for Image Data Representation.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2021

Supervised Non-negative Matrix Factorization Induced by Huber Loss.
Proceedings of the Image and Graphics - 11th International Conference, 2021

A Novel Projective Nonnegative Matrix Factorization Based on Fisher Discriminant Analysis.
Proceedings of the 17th International Conference on Computational Intelligence and Security CIS 2021, 2021

Class-Based Deep Non-Negative Matrix Factorization Algorithm for Facial Image Representation.
Proceedings of the 17th International Conference on Computational Intelligence and Security CIS 2021, 2021

2020
Research on a Distributed Processing Model Based on Kafka for Large-Scale Seismic Waveform Data.
IEEE Access, 2020

BP Neural Network-Based Deep Non-negative Matrix Factorization for Image Clustering.
Proceedings of the Intelligent Computing Methodologies - 16th International Conference, 2020

Kernel Non-Negative Matrix Factorization Using Self-Constructed Cosine Kernel.
Proceedings of the 16th International Conference on Computational Intelligence and Security, 2020

2019
Semiparametric Clustering: A Robust Alternative to Parametric Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2019

Nonnegative matrix factorization with manifold structure for face recognition.
Int. J. Wavelets Multiresolution Inf. Process., 2019

Block kernel nonnegative matrix factorization for face recognition.
Int. J. Wavelets Multiresolution Inf. Process., 2019

Preface.
Int. J. Wavelets Multiresolution Inf. Process., 2019

Face recognition using nonnegative matrix factorization with fractional power inner product kernel.
Neurocomputing, 2019

Robust Nonnegative Matrix Factorization Based on Cosine Similarity Induced Metric.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning, 2019

Thermal Face Recognition Based on Physiological Information.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Non-Negative Feature Extraction using Conjugate Gradient Method.
Proceedings of the 15th International Conference on Computational Intelligence and Security, 2019

2018
Unified Sparse Subspace Learning via Self-Contained Regression.
IEEE Trans. Circuits Syst. Video Technol., 2018

Joint of locality- and globality-preserving projections.
Signal Image Video Process., 2018

Fast Non-Negative Matrix Factorizations for Face Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2018

A sparse representation and dictionary learning based algorithm for image restoration in the presence of Rician noise.
Neurocomputing, 2018

A new Mumford-Shah total variation minimization based model for sparse-view x-ray computed tomography image reconstruction.
Neurocomputing, 2018

Discovery of continuous coherent evolution biclusters in time series data.
Int. J. Comput. Sci. Eng., 2018

Automatic Classifier Selection Based on Classification Complexity.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

A Novel Adaptive Segmentation Method Based on Legendre Polynomials Approximation.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Speckle Noise Removal Based on Adaptive Total Variation Model.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

A new medical image segmentation model based on fractional order differentiation and level set.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

A new fractional order derivative based active contour model for colon wall segmentation.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Class-Cone Based Nonnegative Matrix Factorization for Face Recognition.
Proceedings of the 14th International Conference on Computational Intelligence and Security, 2018

A Novel Rician Noise Removal Algorithm Based on Energy Function Minimization Method.
Proceedings of the 14th International Conference on Computational Intelligence and Security, 2018

A Novel Hybrid Active Contour Model for Medical Image Segmentation Driven by Legendre Polynomials.
Proceedings of the 14th International Conference on Computational Intelligence and Security, 2018

A Novel Enhanced Nonnegative Feature Extraction Approach.
Proceedings of the 14th International Conference on Computational Intelligence and Security, 2018

2017
Out-of-Sample Extensions for Non-Parametric Kernel Methods.
IEEE Trans. Neural Networks Learn. Syst., 2017

Deep convolutional neural networks for thermal infrared object tracking.
Knowl. Based Syst., 2017

Nonlinear non-negative matrix factorization with fractional power inner-product kernel for face recognition.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Adjacent graph-based block kernel nonnegative matrix factorization.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Kernel nonnegative matrix factorization with RBF kernel function for face recognition.
Proceedings of the 2017 International Conference on Machine Learning and Cybernetics, 2017

Kernel Based Non-Negative Matrix Factorization Method with General Kernel Functions.
Proceedings of the Intelligent Computing Methodologies - 13th International Conference, 2017

2016
A Novel Framework for Learning Geometry-Aware Kernels.
IEEE Trans. Neural Networks Learn. Syst., 2016

Visual tracking via exemplar regression model.
Knowl. Based Syst., 2016

A multi-view model for visual tracking via correlation filters.
Knowl. Based Syst., 2016

Efficient learning of supervised kernels with a graph-based loss function.
Inf. Sci., 2016

Supervised kernel nonnegative matrix factorization for face recognition.
Neurocomputing, 2016

Toward Construction of Open Election Data Model: A Case Study of Taiwan's Election Data.
Proceedings of the The 3rd Multidisciplinary International Social Networks Conference on SocialInformatics 2016, 2016

The Current Development of Open Election Data in Taiwan.
Proceedings of the The 3rd Multidisciplinary International Social Networks Conference on SocialInformatics 2016, 2016

A new parallel MRI image reconstruction model with elastic net regularization.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Block kernel Nonnegative Matrix Factorization and its application to Face Recognition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Simultaneous Dual-Views Reconstruction with Adaptive Dictionary and Low-Rank Representation.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Classification of Epileptic EEG Signals with Stacked Sparse Autoencoder Based on Deep Learning.
Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016

Multiple Object Tracking Based on Robust Network Flow Model.
Proceedings of the 12th International Conference on Computational Intelligence and Security, 2016

A New Image Inpainting Algorithm Based on DCT Similar Patches Features.
Proceedings of the 12th International Conference on Computational Intelligence and Security, 2016

Local and Non-Local Feature-Based Kernel Nonnegative Matrix Factorization Method for Face Recognition.
Proceedings of the 12th International Conference on Computational Intelligence and Security, 2016

A Novel Nonnegative Matrix Factorization Algorithm for Multi-manifold Learning.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

A New Template Update Scheme for Visual Tracking.
Proceedings of the 7th International Conference on Cloud Computing and Big Data, 2016

A Robust Appearance Model for Object Tracking.
Proceedings of the 7th International Conference on Cloud Computing and Big Data, 2016

2015
Semi-supervised discriminant analysis method for face recognition.
Int. J. Wavelets Multiresolution Inf. Process., 2015

A novel discriminant criterion based on feature fusion strategy for face recognition.
Neurocomputing, 2015

Sparse-View X-ray Computed Tomography Reconstruction via Mumford-Shah Total Variation Regularization.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015

MDC-Ca: Efficient Caching Management Strategy for CCN Using Multiple Description Coding.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Parallel Large Average Submatrices Biclustering Based on MapReduce.
Proceedings of the 11th International Conference on Computational Intelligence and Security, 2015

Nonlinear Nonnegative Matrix Factorization Based on Discriminant Analysis with Application to Face Recognition.
Proceedings of the 11th International Conference on Computational Intelligence and Security, 2015

RCCN: A Reconfigurable Content-Centric Networking.
Proceedings of the 10th International Conference on Communications and Networking in China, 2015

Routing in the Centralized Identifier Network.
Proceedings of the 10th International Conference on Communications and Networking in China, 2015

Non-negative Compatible Kernel Construction for Face Recognition.
Proceedings of the Biometric Recognition - 10th Chinese Conference, 2015

An Efficient Non-negative Matrix Factorization with Its Application to Face Recognition.
Proceedings of the Biometric Recognition - 10th Chinese Conference, 2015

2014
Dynamic Aggregate: An Elastic Framework for QoS-Aware Distributed Processing of RFID Data on Enterprise Hierarchy.
IEEE Trans. Parallel Distributed Syst., 2014

Exploring Cache Coding Scheme for Information-centric Networking.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

A New Biclustering Algorithm for Time-Series Gene Expression Data Analysis.
Proceedings of the Tenth International Conference on Computational Intelligence and Security, 2014

Supervised Kernel Construction for Unsupervised PCA on Face Recognition.
Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

A Novel Cross Iterative Selection Method for Face Recognition.
Proceedings of the Biometric Recognition - 9th Chinese Conference, 2014

2013
A Linear Method for Determining Intrinsic Parameters from Two Parallel Line-Segments.
Proceedings of the Intelligent Computing Theories and Technology, 2013

Non-negative Sparse Representation Based on Block NMF for Face Recognition.
Proceedings of the Biometric Recognition - 8th Chinese Conference, 2013

Learning Geometry-Aware Kernels in a Regularization Framework.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Supervised Regularization Locality-Preserving Projection Method for Face Recognition.
Int. J. Wavelets Multiresolution Inf. Process., 2012

A Novel Variance Minimization Segmentation Model.
Proceedings of the Biometric Recognition - 7th Chinese Conference, 2012

2011
Nonlinear nonnegative matrix factorization based on Mercer kernel construction.
Pattern Recognit., 2011

Kernel machine-based rank-lifting regularized discriminant analysis method for face recognition.
Neurocomputing, 2011

An ESPRIT based approach for super-resolution direction finding with partly calibrated or noncoherent sparse array.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Automatic Parameter Determination Based on a Modified Discriminant Criterion for Face Recognition.
Proceedings of the Seventh International Conference on Computational Intelligence and Security, 2011

A Novel Subspace Discriminant Locality Preserving Projections for Face Recognition.
Proceedings of the Seventh International Conference on Computational Intelligence and Security, 2011

2010
Correlation matching method for the weak stationarity test of LRD traffic.
Telecommun. Syst., 2010

DST Feature Based Locality Preserving Projections for Face Recognition.
Proceedings of the 2010 International Conference on Computational Intelligence and Security, 2010

2009
Image Segmentation and Selective Smoothing Based on Variational Framework.
J. Signal Process. Syst., 2009

Learning Kernel in Kernel-Based LDA for Face Recognition Under Illumination Variations.
IEEE Signal Process. Lett., 2009

Wavelet-Face Based Subspace LDA Method to Solve Small Sample Size Problem in Face Recognition.
Int. J. Wavelets Multiresolution Inf. Process., 2009

Interpolatory Mercer kernel construction for kernel direct LDA on face recognition.
Proceedings of the IEEE International Conference on Acoustics, 2009

An Ontology-Based NLP Approach to Semantic Annotation of Annual Report.
Proceedings of the 2009 International Conference on Computational Intelligence and Security, 2009

2008
Clustering-based initialization for non-negative matrix factorization.
Appl. Math. Comput., 2008

A novel linear algorithm for P5P problem.
Appl. Math. Comput., 2008

Kernel parameter optimization of Kernel-based LDA methods.
Proceedings of the International Joint Conference on Neural Networks, 2008

The Study on Ship-Flow Analysis and Counting System in a Specific Sea-Area Based on Video Processing.
Proceedings of the 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2008), 2008

Image Restoration Based on Fourth-Order PDE Model.
Proceedings of the Fourth International Conference on Natural Computation, 2008

A Study on the P3PProblem.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008

Kernel Subspace LDA with Self-Constructed Mercer Kernel for Face Recognition.
Proceedings of the 2008 International Conference on Computational Intelligence and Security, 2008

2007
Choosing Parameters of Kernel Subspace LDA for Recognition of Face Images Under Pose and Illumination Variations.
IEEE Trans. Syst. Man Cybern. Part B, 2007

Matching Algorithm Using Wavelet Thinning Features for Offline Signature Verification.
Int. J. Wavelets Multiresolution Inf. Process., 2007

2006
Solution Classification for the Nonperspective-Three-Point Problem.
J. Syst. Sci. Complex., 2006

Linear and Nonlinear Feature-Based Fusion Algorithms for Face Recognition.
Int. J. Wavelets Multiresolution Inf. Process., 2006

Wavelet Natural Boundary Element Method for the Neumann Exterior Problem of Stokes Equations.
Int. J. Wavelets Multiresolution Inf. Process., 2006

Two-step single parameter regularization fisher discriminant method for face recognition.
Int. J. Pattern Recognit. Artif. Intell., 2006

A Modified Non-negative Matrix Factorization Algorithm for Face Recognition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Face Classification based on Shannon Wavelet Kernel and Modified Fisher Criterion.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Wavelet Kernel Construction for Kernel Discriminant Analysis on Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Subspace KDA Algorithm for Non-linear Feature Extraction in Face Identification.
Proceedings of the Computational Intelligence and Security, International Conference, 2006

2005
Kernel machine-based one-parameter regularized Fisher discriminant method for face recognition.
IEEE Trans. Syst. Man Cybern. Part B, 2005

Trademark image retrieval by distance-angle pair-wise histogram.
Int. J. Imaging Syst. Technol., 2005

Morphological structure reconstruction of retinal vessels in fundus images.
Int. J. Pattern Recognit. Artif. Intell., 2005

A new regularized linear discriminant analysis method to solve small sample size problems.
Int. J. Pattern Recognit. Artif. Intell., 2005

A Novel One-Parameter Regularized Kernel Fisher Discriminant Method for Face Recognition.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

A Novel Fisher Criterion Based <i>S</i><sub><i>t</i></sub>-Subspace Linear Discriminant Method for Face Recognition.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

A Novel Regularized Fisher Discriminant Method for Face Recognition Based on Subspace and Rank Lifting Scheme.
Proceedings of the Affective Computing and Intelligent Interaction, 2005

2004
A Novel One-Parameter Regularized Linear Discriminant Analysis for Solving Small Sample Size Problem in Face Recognition.
Proceedings of the Advances in Biometric Person Authentication, 2004

Kernel Subspace LDA with Optimized Kernel Parameters on Face Recognition.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

2003
Component-based LDA Method for Face Recognition with One Training Sample.
Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003

2001
Galerkin trigonometric wavelet methods for the natural boundary integral equations.
Appl. Math. Comput., 2001


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