Xinjun Peng

43 papers Misc 2Journal 40Unranked 1
YearRankTypeTitle / Venue / Authors
2021 J jnl
Robust distribution-based nonnegative matrix factorizations for dimensionality reduction.
Inf. Sci.
Xinjun Peng, Dong Xu, De Chen
2020 J jnl
Progressive transduction nonnegative matrix factorization for dimensionality reduction.
Neurocomputing
Xinjun Peng, Dong Xu, De Chen
2019 J jnl
A spheres-based support vector machine for pattern classification.
Neural Comput. Appl.
Xinjun Peng
2019 J jnl
An \(l_1\) -norm loss based twin support vector regression and its geometric extension.
Int. J. Mach. Learn. Cybern.
Xinjun Peng, De Chen
2019 J jnl
Hyperplane-based nonnegative matrix factorization with label information.
Inf. Sci.
Xinjun Peng, De Chen, Dong Xu
2018 J jnl
PTSVRs: Regression models via projection twin support vector machine.
Inf. Sci.
Xinjun Peng, De Chen
2018 J jnl
Semi-supervised least squares nonnegative matrix factorization and graph-based extension.
Neurocomputing
Xinjun Peng, De Chen, Dong Xu
2017 J jnl
A structural information-based twin-hypersphere support vector machine classifier.
Int. J. Mach. Learn. Cybern.
Xinjun Peng, Lingyan Kong, Dongjing Chen
2017 J jnl
A twin-hyperspheres support vector machine with automatic variable weights for data classification.
Inf. Sci.
Xinjun Peng, Jindong Shen
2016 J jnl
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Inf. Sci.
Xinjun Peng, Dong Xu, Lingyan Kong, Dongjing Chen
2016 J jnl
Projection support vector regression algorithms for data regression.
Knowl. Based Syst.
Xinjun Peng, Dong Xu
2015 J jnl
Improvements on twin parametric-margin support vector machine.
Neurocomputing
Xinjun Peng, Lingyan Kong, Dongjing Chen
2015 J jnl
Interval twin support vector regression algorithm for interval input-output data.
Int. J. Mach. Learn. Cybern.
Xinjun Peng, Dongjing Chen, Lingyan Kong, Dong Xu
2014 J jnl
A clipping dual coordinate descent algorithm for solving support vector machines.
Knowl. Based Syst.
Xinjun Peng, Dongjing Chen, Lingyan Kong
2014 J jnl
A twin projection support vector machine for data regression.
Neurocomputing
Xinjun Peng, Dong Xu, Jindong Shen
2014 — conf
Online Model-Based Twin Parametric-Margin Support Vector Machine.
ICIC (1)
Xinjun Peng, Lingyan Kong, Dongjing Chen, Dong Xu
2014 J jnl
Structural regularized projection twin support vector machine for data classification.
Inf. Sci.
Xinjun Peng, Dong Xu
2014 J jnl
Twin support vector hypersphere (TSVH) classifier for pattern recognition.
Neural Comput. Appl.
Xinjun Peng, Dong Xu
2013 J jnl
A New Smooth Support Vector Machine with 1-Norm Penalty Term.
Int. J. Online Biomed. Eng.
Jindong Shen, Xinjun Peng
2013 J jnl
A local information-based feature-selection algorithm for data regression.
Pattern Recognit.
Xinjun Peng, Dong Xu
2013 J jnl
A twin-hypersphere support vector machine classifier and the fast learning algorithm.
Inf. Sci.
Xinjun Peng, Dong Xu
2013 J jnl
Bi-density twin support vector machines for pattern recognition.
Neurocomputing
Xinjun Peng, Dong Xu
2013 J jnl
Geometric algorithms for parametric-margin v-support vector machine.
Neurocomputing
Xinjun Peng, Dong Xu
2013 J jnl
Local scaling heuristic-based regularization for pattern classification.
Neurocomputing
Xinjun Peng, Dong Xu
2013 J jnl
Norm-mixed twin support vector machine classifier and its geometric algorithm.
Neurocomputing
Xinjun Peng, Dong Xu
2013 J jnl
Robust minimum class variance twin support vector machine classifier.
Neural Comput. Appl.
Xinjun Peng, Dong Xu
2013 J jnl
Structural twin parametric-margin support vector machine for binary classification.
Knowl. Based Syst.
Xinjun Peng, Yifei Wang, Dong Xu
2012 J jnl
Efficient support vector data descriptions for novelty detection.
Neural Comput. Appl.
Xinjun Peng, Dong Xu
2012 J jnl
Efficient twin parametric insensitive support vector regression model.
Neurocomputing
Xinjun Peng
2012 J jnl
Geometric Algorithms to Large Margin Classifier Based on Affine Hulls.
IEEE Trans. Neural Networks Learn. Syst.
Xinjun Peng, Yifei Wang
2012 J jnl
Twin Mahalanobis distance-based support vector machines for pattern recognition.
Inf. Sci.
Xinjun Peng, Dong Xu
2011 J jnl
Building sparse twin support vector machine classifiers in primal space.
Inf. Sci.
Xinjun Peng
2011 J jnl
TPMSVM: A novel twin parametric-margin support vector machine for pattern recognition.
Pattern Recognit.
Xinjun Peng
2011 J jnl
The robust and efficient adaptive normal direction support vector regression.
Expert Syst. Appl.
Xinjun Peng, Yifei Wang
2010 J jnl
A nu-twin support vector machine (nu-TSVM) classifier and its geometric algorithms.
Inf. Sci.
Xinjun Peng
2010 Misc conf
Efficient geometric algorithms for support vector machine classifier.
ICNC
Xinjun Peng
2010 J jnl
Least squares twin support vector hypersphere (LS-TSVH) for pattern recognition.
Expert Syst. Appl.
Xinjun Peng
2010 J jnl
Primal twin support vector regression and its sparse approximation.
Neurocomputing
Xinjun Peng
2010 J jnl
TSVR: An efficient Twin Support Vector Machine for regression.
Neural Networks
Xinjun Peng
2009 J jnl
A geometric method for model selection in support vector machine.
Expert Syst. Appl.
Xinjun Peng, Yifei Wang
2009 J jnl
A normal least squares support vector machine (NLS-SVM) and its learning algorithm.
Neurocomputing
Xinjun Peng, Yifei Wang
2009 Misc conf
Learning with Sequential Minimal Transductive Support Vector Machine.
FAW
Xinjun Peng, Yifei Wang
2008 J jnl
Accelerated stochastic simulation algorithm for coupled chemical reactions with delays.
Comput. Biol. Chem.
Wen Zhou, Xinjun Peng, Zhenglou Yan, Yifei Wang