Imbalanced data classification via support vector machines and genetic algorithms

Connection Science ◽

10.1080/09540091.2014.924902 ◽

2014 ◽

Vol 26 (4) ◽

pp. 335-348 ◽

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

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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

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Imbalanced Data Classification with Deep Support Vector Machines

Lecture Notes in Electrical Engineering - Artificial Intelligence in China ◽

10.1007/978-981-15-0187-6_10 ◽

2020 ◽

pp. 87-95

Author(s):

Li Zhang ◽

Wei Wang ◽

Mengjun Zhang ◽

Zhixiong Wang

Keyword(s):

Support Vector Machines ◽

Imbalanced Data ◽

Data Classification ◽

Support Vector ◽

Imbalanced Data Classification ◽

Vector Machines ◽

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Locally Linear Support Vector Machines for Imbalanced Data Classification

Advances in Knowledge Discovery and Data Mining - Lecture Notes in Computer Science ◽

10.1007/978-3-030-75762-5_49 ◽

2021 ◽

pp. 616-628

Author(s):

Bartosz Krawczyk ◽

Alberto Cano

Keyword(s):

Support Vector Machines ◽

Imbalanced Data ◽

Data Classification ◽

Support Vector ◽

Imbalanced Data Classification ◽

Vector Machines ◽

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Imbalanced data classification using second-order cone programming support vector machines

Pattern Recognition ◽

10.1016/j.patcog.2013.11.021 ◽

2014 ◽

Vol 47 (5) ◽

pp. 2070-2079 ◽

Author(s):

Sebastián Maldonado ◽

Julio López

Keyword(s):

Support Vector Machines ◽

Imbalanced Data ◽

Data Classification ◽

Support Vector ◽

Cone Programming ◽

Second Order Cone Programming ◽

Second Order Cone ◽

Imbalanced Data Classification ◽

Vector Machines ◽

Programming Support

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Near-Bayesian Support Vector Machines for imbalanced data classification with equal or unequal misclassification costs

Neural Networks ◽

10.1016/j.neunet.2015.06.005 ◽

2015 ◽

Vol 70 ◽

pp. 39-52 ◽

Author(s):

Shounak Datta ◽

Swagatam Das

Keyword(s):

Support Vector Machines ◽

Imbalanced Data ◽

Data Classification ◽

Support Vector ◽

Misclassification Costs ◽

Imbalanced Data Classification ◽

Vector Machines ◽

Bayesian Support

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Instance categorization by support vector machines to adjust weights in AdaBoost for imbalanced data classification

Information Sciences ◽

10.1016/j.ins.2016.11.014 ◽

2017 ◽

Vol 381 ◽

pp. 92-103 ◽

Author(s):

Wonji Lee ◽

Chi-Hyuck Jun ◽

Jong-Seok Lee

Keyword(s):

Support Vector Machines ◽

Imbalanced Data ◽

Data Classification ◽

Support Vector ◽

Imbalanced Data Classification ◽

Vector Machines

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Imbalanced data classification using complementary fuzzy support vector machine techniques and SMOTE

2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc.2017.8122737 ◽

2017 ◽

Author(s):

Ratchakoon Pruengkarn ◽

Kok Wai Wong ◽

Chun Che Fung

Keyword(s):

Support Vector Machine ◽

Imbalanced Data ◽

Data Classification ◽

Support Vector ◽

Fuzzy Support Vector Machine ◽

Imbalanced Data Classification

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Support vector machines and genetic algorithms for detecting unstable angina

Computers in Cardiology ◽

10.1109/cic.2002.1166797 ◽

2003 ◽

Author(s):

J. Sepulveda-Sanchis ◽

G. Camps-Valls ◽

E. Soria-Olivas ◽

S. Salcedo-Sanz ◽

C. Bousono-Calzon ◽

...

Keyword(s):

Genetic Algorithms ◽

Support Vector Machines ◽

Unstable Angina ◽

Support Vector ◽

Vector Machines

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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 ◽

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

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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 ◽

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

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