Xinjun Peng

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 11

Top Topics

Negative Matrix Factorization

Regression Model

Top Venues

Neural Comput. Appl.

Int. J. Mach. Learn. Cybern.

Publications

Xinjun Peng, Dong Xu, De Chen
Robust distribution-based nonnegative matrix factorizations for dimensionality reduction. Inf. Sci. 552 (2021)
Xinjun Peng, Dong Xu, De Chen
Progressive transduction nonnegative matrix factorization for dimensionality reduction. Neurocomputing 414 (2020)
Xinjun Peng, De Chen
An \(l_1\) -norm loss based twin support vector regression and its geometric extension. Int. J. Mach. Learn. Cybern. 10 (9) (2019)
Xinjun Peng, De Chen, Dong Xu
Hyperplane-based nonnegative matrix factorization with label information. Inf. Sci. 493 (2019)
Xinjun Peng
A spheres-based support vector machine for pattern classification. Neural Comput. Appl. 31 (S-1) (2019)
Xinjun Peng, De Chen
PTSVRs: Regression models via projection twin support vector machine. Inf. Sci. 435 (2018)
Xinjun Peng, De Chen, Dong Xu
Semi-supervised least squares nonnegative matrix factorization and graph-based extension. Neurocomputing 320 (2018)
Xinjun Peng, Jindong Shen
A twin-hyperspheres support vector machine with automatic variable weights for data classification. Inf. Sci. 417 (2017)
Xinjun Peng, Lingyan Kong, Dongjing Chen
A structural information-based twin-hypersphere support vector machine classifier. Int. J. Mach. Learn. Cybern. 8 (1) (2017)
Xinjun Peng, Dong Xu
Projection support vector regression algorithms for data regression. Knowl. Based Syst. 112 (2016)
Xinjun Peng, Dong Xu, Lingyan Kong, Dongjing Chen
-norm loss based twin support vector machine for data recognition. Inf. Sci. (2016)
Xinjun Peng, Lingyan Kong, Dongjing Chen
Improvements on twin parametric-margin support vector machine. Neurocomputing 151 (2015)
Xinjun Peng, Dongjing Chen, Lingyan Kong, Dong Xu
Interval twin support vector regression algorithm for interval input-output data. Int. J. Mach. Learn. Cybern. 6 (5) (2015)
Xinjun Peng, Dongjing Chen, Lingyan Kong
A clipping dual coordinate descent algorithm for solving support vector machines. Knowl. Based Syst. 71 (2014)
Xinjun Peng, Dong Xu
Structural regularized projection twin support vector machine for data classification. Inf. Sci. 279 (2014)
Xinjun Peng, Dong Xu
Twin support vector hypersphere (TSVH) classifier for pattern recognition. Neural Comput. Appl. 24 (5) (2014)
Xinjun Peng, Dong Xu, Jindong Shen
A twin projection support vector machine for data regression. Neurocomputing 138 (2014)
Xinjun Peng, Lingyan Kong, Dongjing Chen, Dong Xu
Online Model-Based Twin Parametric-Margin Support Vector Machine. ICIC (1) (2014)
Xinjun Peng, Dong Xu
Geometric algorithms for parametric-margin v-support vector machine. Neurocomputing 99 (2013)
Xinjun Peng, Yifei Wang, Dong Xu
Structural twin parametric-margin support vector machine for binary classification. Knowl. Based Syst. 49 (2013)
Xinjun Peng, Dong Xu
Norm-mixed twin support vector machine classifier and its geometric algorithm. Neurocomputing 99 (2013)
Jindong Shen, Xinjun Peng
A New Smooth Support Vector Machine with 1-Norm Penalty Term. Int. J. Online Biomed. Eng. 9 (S4) (2013)
Xinjun Peng, Dong Xu
Local scaling heuristic-based regularization for pattern classification. Neurocomputing 119 (2013)
Xinjun Peng, Dong Xu
Bi-density twin support vector machines for pattern recognition. Neurocomputing 99 (2013)
Xinjun Peng, Dong Xu
A local information-based feature-selection algorithm for data regression. Pattern Recognit. 46 (9) (2013)
Xinjun Peng, Dong Xu
Robust minimum class variance twin support vector machine classifier. Neural Comput. Appl. 22 (5) (2013)
Xinjun Peng, Dong Xu
A twin-hypersphere support vector machine classifier and the fast learning algorithm. Inf. Sci. 221 (2013)
Xinjun Peng
Efficient twin parametric insensitive support vector regression model. Neurocomputing 79 (2012)
Xinjun Peng, Yifei Wang
Geometric Algorithms to Large Margin Classifier Based on Affine Hulls. IEEE Trans. Neural Networks Learn. Syst. 23 (2) (2012)
Xinjun Peng, Dong Xu
Efficient support vector data descriptions for novelty detection. Neural Comput. Appl. 21 (8) (2012)
Xinjun Peng, Dong Xu
Twin Mahalanobis distance-based support vector machines for pattern recognition. Inf. Sci. 200 (2012)
Xinjun Peng
Building sparse twin support vector machine classifiers in primal space. Inf. Sci. 181 (18) (2011)
Xinjun Peng
TPMSVM: A novel twin parametric-margin support vector machine for pattern recognition. Pattern Recognit. 44 (10-11) (2011)
Xinjun Peng, Yifei Wang
The robust and efficient adaptive normal direction support vector regression. Expert Syst. Appl. 38 (4) (2011)
Xinjun Peng
A nu-twin support vector machine (nu-TSVM) classifier and its geometric algorithms. Inf. Sci. 180 (20) (2010)
Xinjun Peng
TSVR: An efficient Twin Support Vector Machine for regression. Neural Networks 23 (3) (2010)
Xinjun Peng
Primal twin support vector regression and its sparse approximation. Neurocomputing 73 (16-18) (2010)
Xinjun Peng
Least squares twin support vector hypersphere (LS-TSVH) for pattern recognition. Expert Syst. Appl. 37 (12) (2010)
Xinjun Peng
Efficient geometric algorithms for support vector machine classifier. ICNC (2010)
Xinjun Peng, Yifei Wang
Learning with Sequential Minimal Transductive Support Vector Machine. FAW (2009)
Xinjun Peng, Yifei Wang
A geometric method for model selection in support vector machine. Expert Syst. Appl. 36 (3) (2009)
Xinjun Peng, Yifei Wang
A normal least squares support vector machine (NLS-SVM) and its learning algorithm. Neurocomputing 72 (16-18) (2009)
Wen Zhou, Xinjun Peng, Zhenglou Yan, Yifei Wang
Accelerated stochastic simulation algorithm for coupled chemical reactions with delays. Comput. Biol. Chem. 32 (4) (2008)