Xinjun Peng

According to our database, Xinjun Peng authored at least 43 papers between 2008 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

Robust distribution-based nonnegative matrix factorizations for dimensionality reduction.

Xinjun Peng, Dong Xu, De Chen

Inf. Sci., 2021

2020

Progressive transduction nonnegative matrix factorization for dimensionality reduction.

Xinjun Peng, Dong Xu, De Chen

Neurocomputing, 2020

2019

A spheres-based support vector machine for pattern classification.

Xinjun Peng

Neural Comput. Appl., 2019

An \(l_1\) -norm loss based twin support vector regression and its geometric extension.

Xinjun Peng, De Chen

Int. J. Mach. Learn. Cybern., 2019

Hyperplane-based nonnegative matrix factorization with label information.

Xinjun Peng, De Chen, Dong Xu

Inf. Sci., 2019

2018

PTSVRs: Regression models via projection twin support vector machine.

Xinjun Peng, De Chen

Inf. Sci., 2018

Semi-supervised least squares nonnegative matrix factorization and graph-based extension.

Xinjun Peng, De Chen, Dong Xu

Neurocomputing, 2018

2017

A structural information-based twin-hypersphere support vector machine classifier.

Xinjun Peng, Lingyan Kong, Dongjing Chen

Int. J. Mach. Learn. Cybern., 2017

A twin-hyperspheres support vector machine with automatic variable weights for data classification.

Xinjun Peng, Jindong Shen

Inf. Sci., 2017

2016

Projection support vector regression algorithms for data regression.

Xinjun Peng, Dong Xu

Knowl. Based Syst., 2016

L₁-norm loss based twin support vector machine for data recognition.

Xinjun Peng, Dong Xu, Lingyan Kong, Dongjing Chen

Inf. Sci., 2016

2015

Interval twin support vector regression algorithm for interval input-output data.

Xinjun Peng, Dongjing Chen, Lingyan Kong, Dong Xu

Int. J. Mach. Learn. Cybern., 2015

Improvements on twin parametric-margin support vector machine.

Xinjun Peng, Lingyan Kong, Dongjing Chen

Neurocomputing, 2015

2014

Twin support vector hypersphere (TSVH) classifier for pattern recognition.

Xinjun Peng, Dong Xu

Neural Comput. Appl., 2014

A clipping dual coordinate descent algorithm for solving support vector machines.

Xinjun Peng, Dongjing Chen, Lingyan Kong

Knowl. Based Syst., 2014

Structural regularized projection twin support vector machine for data classification.

Xinjun Peng, Dong Xu

Inf. Sci., 2014

A twin projection support vector machine for data regression.

Xinjun Peng, Dong Xu, Jindong Shen

Neurocomputing, 2014

Online Model-Based Twin Parametric-Margin Support Vector Machine.

Xinjun Peng, Lingyan Kong, Dongjing Chen, Dong Xu

Proceedings of the Intelligent Computing Theory - 10th International Conference, 2014

2013

A local information-based feature-selection algorithm for data regression.

Xinjun Peng, Dong Xu

Pattern Recognit., 2013

Robust minimum class variance twin support vector machine classifier.

Xinjun Peng, Dong Xu

Neural Comput. Appl., 2013

Structural twin parametric-margin support vector machine for binary classification.

Xinjun Peng, Yifei Wang, Dong Xu

Knowl. Based Syst., 2013

A twin-hypersphere support vector machine classifier and the fast learning algorithm.

Xinjun Peng, Dong Xu

Inf. Sci., 2013

Local scaling heuristic-based regularization for pattern classification.

Xinjun Peng, Dong Xu

Neurocomputing, 2013

Norm-mixed twin support vector machine classifier and its geometric algorithm.

Xinjun Peng, Dong Xu

Neurocomputing, 2013

Geometric algorithms for parametric-margin v-support vector machine.

Xinjun Peng, Dong Xu

Neurocomputing, 2013

Bi-density twin support vector machines for pattern recognition.

Xinjun Peng, Dong Xu

Neurocomputing, 2013

A New Smooth Support Vector Machine with 1-Norm Penalty Term.

Jindong Shen, Xinjun Peng

Int. J. Online Biomed. Eng., 2013

2012

Geometric Algorithms to Large Margin Classifier Based on Affine Hulls.

Xinjun Peng, Yifei Wang

IEEE Trans. Neural Networks Learn. Syst., 2012

Efficient support vector data descriptions for novelty detection.

Xinjun Peng, Dong Xu

Neural Comput. Appl., 2012

Twin Mahalanobis distance-based support vector machines for pattern recognition.

Xinjun Peng, Dong Xu

Inf. Sci., 2012

Efficient twin parametric insensitive support vector regression model.

Xinjun Peng

Neurocomputing, 2012

2011

TPMSVM: A novel twin parametric-margin support vector machine for pattern recognition.

Xinjun Peng

Pattern Recognit., 2011

Building sparse twin support vector machine classifiers in primal space.

Xinjun Peng

Inf. Sci., 2011

The robust and efficient adaptive normal direction support vector regression.

Xinjun Peng, Yifei Wang

Expert Syst. Appl., 2011

2010

TSVR: An efficient Twin Support Vector Machine for regression.

Xinjun Peng

Neural Networks, 2010

A nu-twin support vector machine (nu-TSVM) classifier and its geometric algorithms.

Xinjun Peng

Inf. Sci., 2010

Primal twin support vector regression and its sparse approximation.

Xinjun Peng

Neurocomputing, 2010

Least squares twin support vector hypersphere (LS-TSVH) for pattern recognition.

Xinjun Peng

Expert Syst. Appl., 2010

Efficient geometric algorithms for support vector machine classifier.

Xinjun Peng

Proceedings of the Sixth International Conference on Natural Computation, 2010

2009

A normal least squares support vector machine (NLS-SVM) and its learning algorithm.

Xinjun Peng, Yifei Wang

Neurocomputing, 2009

A geometric method for model selection in support vector machine.

Xinjun Peng, Yifei Wang

Expert Syst. Appl., 2009

Learning with Sequential Minimal Transductive Support Vector Machine.

Xinjun Peng, Yifei Wang

Proceedings of the Frontiers in Algorithmics, Third International Workshop, 2009

2008

Accelerated stochastic simulation algorithm for coupled chemical reactions with delays.

Wen Zhou, Xinjun Peng, Zhenglou Yan, Yifei Wang

Comput. Biol. Chem., 2008