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Support vector machines with the ε- insensitive pinball loss function for uncertain data classification
Neurocomputing
◽
10.1016/j.neucom.2021.06.044
◽
2021
◽
Author(s):
Zhizheng Liang
◽
Lei Zhang
Keyword(s):
Support Vector Machines
◽
Loss Function
◽
Uncertain Data
◽
Data Classification
◽
Support Vector
◽
Vector Machines
◽
Pinball Loss
Download Full-text
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Cited By
References
Data Classification with Ensembles of One-Class Support Vector Machines and Sparse Nonnegative Matrix Factorization
Intelligent Information and Database Systems - Lecture Notes in Computer Science
◽
10.1007/978-3-319-15702-3_51
◽
2015
◽
pp. 526-535
◽
Cited By ~ 1
Author(s):
Bogusław Cyganek
◽
Bartosz Krawczyk
Keyword(s):
Support Vector Machines
◽
Matrix Factorization
◽
Nonnegative Matrix Factorization
◽
Nonnegative Matrix
◽
Data Classification
◽
Support Vector
◽
Vector Machines
◽
Sparse Nonnegative Matrix Factorization
Download Full-text
High dimensional data classification and feature selection using support vector machines
European Journal of Operational Research
◽
10.1016/j.ejor.2017.08.040
◽
2018
◽
Vol 265
(3)
◽
pp. 993-1004
◽
Cited By ~ 63
Author(s):
Bissan Ghaddar
◽
Joe Naoum-Sawaya
Keyword(s):
Feature Selection
◽
Support Vector Machines
◽
High Dimensional Data
◽
Data Classification
◽
High Dimensional
◽
Support Vector
◽
Vector Machines
Download Full-text
Novel Bayesian inference on optimal parameters of support vector machines and its application to industrial survey data classification
Neurocomputing
◽
10.1016/j.neucom.2015.12.132
◽
2016
◽
Vol 211
◽
pp. 159-171
◽
Cited By ~ 4
Author(s):
Jingjing Zhong
◽
Peter W. Tse
◽
Dong Wang
Keyword(s):
Bayesian Inference
◽
Support Vector Machines
◽
Survey Data
◽
Data Classification
◽
Support Vector
◽
Optimal Parameters
◽
Vector Machines
Download Full-text
Intuitionistic fuzzy twin support vector machines with the insensitive pinball loss
Applied Soft Computing
◽
10.1016/j.asoc.2021.108231
◽
2021
◽
pp. 108231
Author(s):
Zhizheng Liang
◽
Lei Zhang
Keyword(s):
Support Vector Machines
◽
Support Vector
◽
Twin Support Vector Machines
◽
Intuitionistic Fuzzy
◽
Vector Machines
◽
Pinball Loss
Download Full-text
Clustering support vector machines for unlabeled data classification
2009 International Conference on Test and Measurement
◽
10.1109/ictm.2009.5413037
◽
2009
◽
Author(s):
Juanying Xie
◽
Chunxia Wang
◽
Yan Zhang
◽
Shuai Jiang
Keyword(s):
Support Vector Machines
◽
Data Classification
◽
Unlabeled Data
◽
Support Vector
◽
Vector Machines
Download Full-text
Imbalanced data classification via support vector machines and genetic algorithms
Connection Science
◽
10.1080/09540091.2014.924902
◽
2014
◽
Vol 26
(4)
◽
pp. 335-348
◽
Cited By ~ 7
Author(s):
Jair Cervantes
◽
Xiaoou Li
◽
Wen Yu
Keyword(s):
Genetic Algorithms
◽
Support Vector Machines
◽
Imbalanced Data
◽
Data Classification
◽
Support Vector
◽
Imbalanced Data Classification
◽
Vector Machines
Download Full-text
A cascading support vector machines system for gene expression data classification
2004 2nd International IEEE Conference on 'Intelligent Systems'. Proceedings (IEEE Cat. No.04EX791)
◽
10.1109/is.2004.1344758
◽
2004
◽
Cited By ~ 1
Author(s):
D.K. Iakovidis
◽
I.N. Flaounas
◽
S.A. Karkanis
◽
D.E. Maroulis
Keyword(s):
Gene Expression
◽
Support Vector Machines
◽
Gene Expression Data
◽
Data Classification
◽
Support Vector
◽
Expression Data
◽
Vector Machines
Download Full-text
Support vector machines with genetic fuzzy feature transformation for biomedical data classification
Information Sciences
◽
10.1016/j.ins.2006.03.015
◽
2007
◽
Vol 177
(2)
◽
pp. 476-489
◽
Cited By ~ 48
Author(s):
Bo Jin
◽
Y.C. Tang
◽
Yan-Qing Zhang
Keyword(s):
Support Vector Machines
◽
Data Classification
◽
Support Vector
◽
Biomedical Data
◽
Feature Transformation
◽
Vector Machines
Download Full-text
The Application of Problems Concerning the Imbalanced Data Classification by Means of Support Vector Machines
2011 Fourth International Symposium on Knowledge Acquisition and Modeling
◽
10.1109/kam.2011.84
◽
2011
◽
Author(s):
Chen Qing
Keyword(s):
Support Vector Machines
◽
Imbalanced Data
◽
Data Classification
◽
Support Vector
◽
Imbalanced Data Classification
◽
Vector Machines
Download Full-text
Support Vector Machines with Evolutionary Feature Weights Optimization for Biomedical Data Classification
NAFIPS 2005 - 2005 Annual Meeting of the North American Fuzzy Information Processing Society
◽
10.1109/nafips.2005.1548529
◽
2005
◽
Cited By ~ 1
Author(s):
Bo Jin
◽
Yan-Qing Zhang
Keyword(s):
Support Vector Machines
◽
Data Classification
◽
Support Vector
◽
Biomedical Data
◽
Feature Weights
◽
Vector Machines
Download Full-text
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