Robust L1-norm multi-weight vector projection support vector machine with efficient algorithm

2018 ◽  
Vol 315 ◽  
pp. 345-361 ◽  
Author(s):  
Wei-Jie Chen ◽  
Chun-Na Li ◽  
Yuan-Hai Shao ◽  
Ju Zhang ◽  
Nai-Yang Deng
Keyword(s):  
Support Vector Machine ◽  
Efficient Algorithm ◽  
Weight Vector ◽  
Support Vector ◽  
L1 Norm ◽  
Vector Projection

scholarly journals Robust $L_{2,1}$ -Norm Distance Enhanced Multi-Weight Vector Projection Support Vector Machine

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 3275-3286 ◽  
Author(s):  
Henghao Zhao ◽  
Qiaolin Ye ◽  
Meen Abdullah Naiem ◽  
Liyong Fu
Keyword(s):  
Support Vector Machine ◽  
Weight Vector ◽  
Support Vector ◽  
Vector Projection

Robust capped L1-norm twin support vector machine

2019 ◽  
Vol 114 ◽  
pp. 47-59 ◽  
Author(s):  
Chunyan Wang ◽  
Qiaolin Ye ◽  
Peng Luo ◽  
Ning Ye ◽  
Liyong Fu
Keyword(s):  
Support Vector Machine ◽  
Twin Support Vector Machine ◽  
Support Vector ◽  
L1 Norm

L1-norm loss-based projection twin support vector machine for binary classification

2019 ◽  
Vol 23 (21) ◽  
pp. 10649-10659 ◽  
Author(s):  
Xiaopeng Hua ◽  
Sen Xu ◽  
Jun Gao ◽  
Shifei Ding
Keyword(s):  
Support Vector Machine ◽  
Binary Classification ◽  
Twin Support Vector Machine ◽  
Support Vector ◽  
L1 Norm

Vector projection method for unclassifiable region of support vector machine

2011 ◽  
Vol 38 (1) ◽  
pp. 856-861 ◽  
Author(s):  
Renbing Li ◽  
Aihua Li ◽  
Tao Wang ◽  
Liang Li
Keyword(s):  
Support Vector Machine ◽  
Projection Method ◽  
Support Vector ◽  
Vector Projection

scholarly journals Feature Selection Based on L1-Norm Support Vector Machine and Effective Recognition System for Parkinson’s Disease Using Voice Recordings

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 37718-37734 ◽  
Author(s):  
Amin Ul Haq ◽  
Jian Ping Li ◽  
Muhammad Hammad Memon ◽  
Jalaluddin khan ◽  
Asad Malik ◽  
...  
Keyword(s):  
Parkinson’S Disease ◽  
Support Vector Machine ◽  
Parkinson's Disease ◽  
Feature Selection ◽  
Recognition System ◽  
Support Vector ◽  
L1 Norm
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