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上海大学 [15]
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L-1-norm loss based twin support vector machine for data recognition
期刊论文
INFORMATION SCIENCES, 2016, 卷号: 340, 页码: 86-103
作者:
Peng, Xinjun[1]
;
Xu, Dong[2]
;
Kong, Lingyan[3]
;
Chen, Dongjing[4]
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/04/26
Support vector machine
Nonparallel hyperplanes
L-1-norm loss
Geometric interpretation
Matrix inversion
Improvements on twin parametric-margin support vector machine
期刊论文
NEUROCOMPUTING, 2015, 卷号: 151, 页码: 857-863
作者:
Peng, Xinjun[1]
;
Kong, Lingyan[2]
;
Chen, Dongjing[3]
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/04/26
Support vector machine
Parametric margin
Sparsity
Centroid points
Learning algorithm
Interval twin support vector regression algorithm for interval input-output data
期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2015, 卷号: 6, 页码: 719-732
作者:
Peng, Xinjun[1]
;
Chen, Dongjing[2]
;
Kong, Lingyan[3]
;
Xu, Dong[4]
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/04/30
Support vector regression
Interval input-output data
Hausdorff distance
Nonparallel functions
Interval twin support vector regression
A twin projection support vector machine for data regression
期刊论文
NEUROCOMPUTING, 2014, 卷号: 138, 页码: 131-141
作者:
Peng, Xinjun[1]
;
Xu, Dong[2]
;
Shen, Jindong[3]
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/04/30
Support vector regression
Projection axis
Data structural information
Empirical correlation coefficient
Projection variance
A clipping dual coordinate descent algorithm for solving support vector machines
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2014, 卷号: 71, 页码: 266-278
作者:
Peng, Xinjun[1]
;
Chen, Dongjing[2]
;
Kong, Lingyan[3]
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/04/30
Support vector machine
Dual coordinate descent algorithm
Single variable problem
Maximal possibility-decrease strategy
Learning speed
Structural twin parametric-margin support vector machine for binary classification
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2013, 卷号: 49, 页码: 63-72
作者:
Peng, Xinjun[1]
;
Wang, Yifei[2]
;
Xu, Dong[3]
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/04/30
Binary classification
Support vector machine
Parametric margin
Structural granularity
Mahalanobis distance
A local information-based feature-selection algorithm for data regression
期刊论文
PATTERN RECOGNITION, 2013, 卷号: 46, 页码: 2519-2530
作者:
Peng, Xinjun[1]
;
Xu, Dong[2]
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/04/30
Feature selection
Local information
Irrelevant feature
Least squares loss
Gradient descent
Data regression
Robust minimum class variance twin support vector machine classifier
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2013, 卷号: 22, 页码: 999-1011
作者:
Peng, Xinjun[1]
;
Xu, Dong[2]
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/04/30
Machine learning
Pattern recognition
Twin support vector machine
Nonparallel hyperplanes
Class variance matrices
Geometric Algorithms to Large Margin Classifier Based on Affine Hulls
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2012, 卷号: 23, 页码: 236-246
作者:
Peng, Xinjun[1]
;
Wang, Yifei[2]
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/04/30
Candidate extreme point
geometric algorithms
nearest point problem
reduced affine hull (RAH)
support vector machine
Efficient twin parametric insensitive support vector regression model
期刊论文
NEUROCOMPUTING, 2012, 卷号: 79, 页码: 26-38
作者:
Peng, Xinjun[1]
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/04/30
Support vector machine
Regression estimation
Noise heteroscedastic model
Parametric insensitive model
Nonparallel functions
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