Wen-Sheng Chen

80 papers B 1C 10Misc 4Journal 43Unranked 22
YearRankTypeTitle / Venue / Authors
2025 — conf
Exponential Non-negative Matrix Factorization for Image Data Representation.
CCBR
Mingze Gao, Wen-Sheng Chen, Binbin Pan
2025 J jnl
Hyperparameter Recommendation Integrated With Convolutional Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Liping Deng, Wen-Sheng Chen, Binbin Pan, Mingqing Xiao
2024 — conf
Deep Supervised Cone-Based Nonnegative Matrix Factorization in Image Pattern Space.
ICAI (2)
Jinghui He, Wen-Sheng Chen, Binbin Pan, Bo Chen
2024 J jnl
Metafeature Selection via Multivariate Sparse-Group Lasso Learning for Automatic Hyperparameter Configuration Recommendation.
IEEE Trans. Neural Networks Learn. Syst.
Liping Deng, Wen-Sheng Chen, Mingqing Xiao
2023 J jnl
Bi-level optimization-based projective non-negative matrix factorization.
Int. J. Wavelets Multiresolution Inf. Process.
Wen-Sheng Chen, Zixin Lian, Binbin Pan, Bo Chen
2023 J jnl
Classifier selection using geometry preserving feature.
Neural Comput. Appl.
Binbin Pan, Wen-Sheng Chen, Liping Deng, Chen Xu, Xiaobo Zhou
2023 Misc conf
Orthogonal Universal Kernel Non-Negative Matrix Factorization with Total Variation Regularization.
ICMLC
Rong Zhou, Wen-Sheng Chen, Binbin Pan
2023 J jnl
Symmetric nonnegative matrix factorization: A systematic review.
Neurocomputing
Wen-Sheng Chen, Kexin Xie, Rui Liu, Binbin Pan
2022 J jnl
A Novel Enhanced Nonnegative Matrix Factorization Method for Face Recognition.
Int. J. Pattern Recognit. Artif. Intell.
Wen-Sheng Chen, Haitao Chen, Binbin Pan
2022 J jnl
A novel general kernel-based non-negative matrix factorisation approach for face recognition.
Connect. Sci.
Wen-Sheng Chen, Xiya Ge, Binbin Pan
2022 J jnl
A survey of deep nonnegative matrix factorization.
Neurocomputing
Wen-Sheng Chen, Qianwen Zeng, Binbin Pan
2022 — conf
Deep Discriminant Non-negative Matrix Factorization Method for Image Clustering.
ICIC (1)
Kexin Xie, Wen-Sheng Chen, Binbin Pan
2022 J jnl
Piezoelectric Micromachined Ultrasonic Transducer-Integrated Helmholtz Resonator with Microliter-Sized Volume-Tunable Cavity.
Sensors
Guo-Hua Feng, Wen-Sheng Chen
2021 C conf
A Novel Projective Nonnegative Matrix Factorization Based on Fisher Discriminant Analysis.
CIS
Zixin Lian, Wen-Sheng Chen, Binbin Pan
2021 C conf
Class-Based Deep Non-Negative Matrix Factorization Algorithm for Facial Image Representation.
CIS
Wen-Sheng Chen, Zihao Zhan, Binbin Pan, Bo Chen
2021 Misc conf
Deep Grouped Non-Negative Matrix Factorization Method for Image Data Representation.
ICMLC
Zihao Zhan, Wen-Sheng Chen, Binbin Pan, Bo Chen
2021 — conf
Supervised Non-negative Matrix Factorization Induced by Huber Loss.
ICIG (2)
Ying Huang, Wen-Sheng Chen, Binbin Pan, Bo Chen
2020 — conf
BP Neural Network-Based Deep Non-negative Matrix Factorization for Image Clustering.
ICIC (3)
Qianwen Zeng, Wen-Sheng Chen, Binbin Pan
2020 C conf
Kernel Non-Negative Matrix Factorization Using Self-Constructed Cosine Kernel.
CIS
Huihui Qian, Wen-Sheng Chen, Binbin Pan, Bo Chen
2020 J jnl
Research on a Distributed Processing Model Based on Kafka for Large-Scale Seismic Waveform Data.
IEEE Access
Xu-Chao Chai, Qing-Liang Wang, Wen-Sheng Chen, Wen-Qing Wang, Dan-Ning Wang, Yue Li
2019 J jnl
Block kernel nonnegative matrix factorization for face recognition.
Int. J. Wavelets Multiresolution Inf. Process.
Wen-Sheng Chen, Jingmin Liu, Binbin Pan, Yugao Li
2019 J jnl
Face recognition using nonnegative matrix factorization with fractional power inner product kernel.
Neurocomputing
Wen-Sheng Chen, Jingmin Liu, Binbin Pan, Bo Chen
2019 C conf
Non-Negative Feature Extraction using Conjugate Gradient Method.
CIS
Jiawen Zhang, Wen-Sheng Chen, Binbin Pan
2019 J jnl
Nonnegative matrix factorization with manifold structure for face recognition.
Int. J. Wavelets Multiresolution Inf. Process.
Wen-Sheng Chen, Qian Wang, Binbin Pan, Bo Chen
2019 J jnl
Preface.
Int. J. Wavelets Multiresolution Inf. Process.
Wen-Sheng Chen
2019 — conf
Robust Nonnegative Matrix Factorization Based on Cosine Similarity Induced Metric.
IScIDE (2)
Wen-Sheng Chen, Haitao Chen, Binbin Pan, Bo Chen
2019 J jnl
Semiparametric Clustering: A Robust Alternative to Parametric Clustering.
IEEE Trans. Neural Networks Learn. Syst.
Binbin Pan, Huaiqin Dong, Wen-Sheng Chen, Chen Xu
2018 C conf
A Novel Enhanced Nonnegative Feature Extraction Approach.
CIS
Haitao Chen, Wen-Sheng Chen, Binbin Pan, Bo Chen
2018 — conf
Automatic Classifier Selection Based on Classification Complexity.
PRCV (3)
Liping Deng, Wen-Sheng Chen, Binbin Pan
2018 J jnl
Fast Non-Negative Matrix Factorizations for Face Recognition.
Int. J. Pattern Recognit. Artif. Intell.
Wen-Sheng Chen, Yugao Li, Binbin Pan, Chen Xu
2018 J jnl
Joint of locality- and globality-preserving projections.
Signal Image Video Process.
Xiaohuan Lu, Zhenyu He, Shuangyan Yi, Wen-Sheng Chen
2018 J jnl
Unified Sparse Subspace Learning via Self-Contained Regression.
IEEE Trans. Circuits Syst. Video Technol.
Shuangyan Yi, Zhenyu He, Yiu-ming Cheung, Wen-Sheng Chen
2017 — conf
Adjacent graph-based block kernel nonnegative matrix factorization.
SPAC
Wen-Sheng Chen, Qian Wang, Binbin Pan
2017 J jnl
Deep convolutional neural networks for thermal infrared object tracking.
Knowl. Based Syst.
Qiao Liu, Xiaohuan Lu, Zhenyu He, Chunkai Zhang, Wen-Sheng Chen
2017 — conf
Kernel Based Non-Negative Matrix Factorization Method with General Kernel Functions.
ICIC (3)
Wen-Sheng Chen, Liping Deng, Binbin Pan, Yang Zhao
2017 Misc conf
Kernel nonnegative matrix factorization with RBF kernel function for face recognition.
ICMLC
Wen-Sheng Chen, Xian-Kun Huang, Binbin Fan, Qian Wang, Baohua Wang
2017 — conf
Nonlinear non-negative matrix factorization with fractional power inner-product kernel for face recognition.
SPAC
Jingmin Liu, Wen-Sheng Chen, Binbin Pan, Qian Wang
2017 J jnl
Out-of-Sample Extensions for Non-Parametric Kernel Methods.
IEEE Trans. Neural Networks Learn. Syst.
Binbin Pan, Wen-Sheng Chen, Bo Chen, Chen Xu, Jianhuang Lai
2016 J jnl
A multi-view model for visual tracking via correlation filters.
Knowl. Based Syst.
Xin Li, Qiao Liu, Zhenyu He, Hongpeng Wang, Chunkai Zhang, Wen-Sheng Chen
2016 J jnl
Efficient learning of supervised kernels with a graph-based loss function.
Inf. Sci.
Binbin Pan, Wen-Sheng Chen, Bo Chen, Chen Xu
2016 — conf
The Current Development of Open Election Data in Taiwan.
MISNC
Chien-Chang Chen, Wen-Sheng Chen, Yu-Jing Lin, Chih-Chien Wang
2016 — conf
Toward Construction of Open Election Data Model: A Case Study of Taiwan's Election Data.
MISNC
Hsin-Chang Yang, Cathy S. Lin, Han-Wei Hsiao, Wen-Sheng Chen, Mei-Li Kao, Yuh-Tay Lin, Leon S. L. Wang
2016 J jnl
Visual tracking via exemplar regression model.
Knowl. Based Syst.
Xiao Ma, Qiao Liu, Zhenyu He, Xiaofeng Zhang, Wen-Sheng Chen
2015 J jnl
A novel discriminant criterion based on feature fusion strategy for face recognition.
Neurocomputing
Wen-Sheng Chen, Xiuli Dai, Binbin Pan, Taiquan Huang
2014 C conf
A New Biclustering Algorithm for Time-Series Gene Expression Data Analysis.
CIS
Yun Xue, Zhengling Liao, Meihang Li, Jie Luo, Xiaohui Hu, Guiyin Luo, Wen-Sheng Chen
2014 J jnl
Dynamic Aggregate: An Elastic Framework for QoS-Aware Distributed Processing of RFID Data on Enterprise Hierarchy.
IEEE Trans. Parallel Distributed Syst.
Wen-Sheng Chen, Ying-Jun Chen, Shiow-Yang Wu
2013 — conf
Learning Geometry-Aware Kernels in a Regularization Framework.
CAIP (1)
Binbin Pan, Wen-Sheng Chen
2013 — conf
Non-negative Sparse Representation Based on Block NMF for Face Recognition.
CCBR
Meng Chen, Wen-Sheng Chen, Bo Chen, Binbin Pan
2012 — conf
A Novel Variance Minimization Segmentation Model.
CCBR
Bo Chen, Yan Li, Wen-Sheng Chen, Jin-Lin Cai
2012 J jnl
Supervised Regularization Locality-Preserving Projection Method for Face Recognition.
Int. J. Wavelets Multiresolution Inf. Process.
Wen-Sheng Chen, Wei Wang, Jianwei Yang, Yuan Yan Tang
2011 C conf
A Novel Subspace Discriminant Locality Preserving Projections for Face Recognition.
CIS
Wei He, Wen-Sheng Chen, Bin Fang
2011 C conf
Automatic Parameter Determination Based on a Modified Discriminant Criterion for Face Recognition.
CIS
Taiquan Huang, Wen-Sheng Chen
2011 J jnl
Kernel machine-based rank-lifting regularized discriminant analysis method for face recognition.
Neurocomputing
Wen-Sheng Chen, Pong Chi Yuen, Xuehui Xie
2011 J jnl
Nonlinear nonnegative matrix factorization based on Mercer kernel construction.
Pattern Recognit.
Binbin Pan, Jian-Huang Lai, Wen-Sheng Chen
2010 J jnl
Correlation matching method for the weak stationarity test of LRD traffic.
Telecommun. Syst.
Ming Li, Wen-Sheng Chen, Lixin Han
2010 C conf
DST Feature Based Locality Preserving Projections for Face Recognition.
CIS
Wei Wang, Wen-Sheng Chen
2009 J jnl
Image Segmentation and Selective Smoothing Based on Variational Framework.
J. Signal Process. Syst.
Bo Chen, Pong Chi Yuen, Jian-Huang Lai, Wen-Sheng Chen
2009 Misc conf
Interpolatory Mercer kernel construction for kernel direct LDA on face recognition.
ICASSP
Wen-Sheng Chen, Pong Chi Yuen
2009 J jnl
Learning Kernel in Kernel-Based LDA for Face Recognition Under Illumination Variations.
IEEE Signal Process. Lett.
Xiao-Zhang Liu, Wen-Sheng Chen, Pong Chi Yuen, Guo-Can Feng
2009 J jnl
Wavelet-Face Based Subspace LDA Method to Solve Small Sample Size Problem in Face Recognition.
Int. J. Wavelets Multiresolution Inf. Process.
Wen-Sheng Chen, Jian Huang, Jin Zou, Bin Fang
2008 J jnl
A novel linear algorithm for P5P problem.
Appl. Math. Comput.
Jianliang Tang, Wen-Sheng Chen, Jie Wang
2008 J jnl
Clustering-based initialization for non-negative matrix factorization.
Appl. Math. Comput.
Yun Xue, Chong Sze Tong, Ying Chen, Wen-Sheng Chen
2008 — conf
Image Restoration Based on Fourth-Order PDE Model.
ICNC (5)
Bo Chen, Wen-Sheng Chen, Liwei Zhang
2008 — conf
Kernel Subspace LDA with Self-Constructed Mercer Kernel for Face Recognition.
CIS (1)
Xuehui Xie, Wen-Sheng Chen, Bo Chen, Hui Liu
2008 — conf
The Study on Ship-Flow Analysis and Counting System in a Specific Sea-Area Based on Video Processing.
IIH-MSP
Da-Jinn Wang, Wen-Sheng Chen, Thou-Ho Chen, Tsong-Yi Chen
2007 J jnl
Matching Algorithm Using Wavelet Thinning Features for Offline Signature Verification.
Int. J. Wavelets Multiresolution Inf. Process.
Bin Fang, Xinge You, Wen-Sheng Chen, Yuan Yan Tang
2006 — conf
A Modified Non-negative Matrix Factorization Algorithm for Face Recognition.
ICPR (3)
Yun Xue, Chong Sze Tong, Wen-Sheng Chen, Weipeng Zhang
2006 — conf
Face Classification based on Shannon Wavelet Kernel and Modified Fisher Criterion.
FGR
Wen-Sheng Chen, Pong Chi Yuen, Jian Huang, Jian-Huang Lai
2006 J jnl
Linear and Nonlinear Feature-Based Fusion Algorithms for Face Recognition.
Int. J. Wavelets Multiresolution Inf. Process.
Jian Huang, Pong Chi Yuen, Wen-Sheng Chen, Jian-Huang Lai, Xinge You
2006 C conf
Subspace KDA Algorithm for Non-linear Feature Extraction in Face Identification.
CIS
Wen-Sheng Chen, Pong Chi Yuen, Jian-Huang Lai
2006 J jnl
Two-step single parameter regularization fisher discriminant method for face recognition.
Int. J. Pattern Recognit. Artif. Intell.
Wen-Sheng Chen, Pong Chi Yuen, Jian Huang, Bin Fang
2006 J jnl
Wavelet Natural Boundary Element Method for the Neumann Exterior Problem of Stokes Equations.
Int. J. Wavelets Multiresolution Inf. Process.
Wen-Sheng Chen, Xinge You, Bin Fang, Yuanyan Tang, Jian Huang
2005 B conf
A Novel Regularized Fisher Discriminant Method for Face Recognition Based on Subspace and Rank Lifting Scheme.
ACII
Wen-Sheng Chen, Pong Chi Yuen, Jian Huang, Jian-Huang Lai, Jianliang Tang
2005 J jnl
A new regularized linear discriminant analysis method to solve small sample size problems.
Int. J. Pattern Recognit. Artif. Intell.
Wen-Sheng Chen, Pong Chi Yuen, Jian Huang
2005 J jnl
Kernel machine-based one-parameter regularized Fisher discriminant method for face recognition.
IEEE Trans. Syst. Man Cybern. Part B
Wen-Sheng Chen, Pong Chi Yuen, Jian Huang, Dao-Qing Dai
2005 J jnl
Morphological structure reconstruction of retinal vessels in fundus images.
Int. J. Pattern Recognit. Artif. Intell.
Bin Fang, Xinge You, Yuan Yan Tang, Wen-Sheng Chen
2005 J jnl
Trademark image retrieval by distance-angle pair-wise histogram.
Int. J. Imaging Syst. Technol.
Shinfeng D. Lin, Shih-Chieh Shie, Wen-Sheng Chen, B. Y. Shu, Xin-Lun Yang, Yu-Lung Su
2004 — conf
Kernel Subspace LDA with Optimized Kernel Parameters on Face Recognition.
FGR
Jian Huang, Pong Chi Yuen, Wen-Sheng Chen, Jian-Huang Lai
2003 — conf
Component-based LDA Method for Face Recognition with One Training Sample.
AMFG
Jian Huang, Pong Chi Yuen, Wen-Sheng Chen, Jian-Huang Lai
2001 J jnl
Galerkin trigonometric wavelet methods for the natural boundary integral equations.
Appl. Math. Comput.
Wen-Sheng Chen, Wei Lin