Unbalanced data classification using support vector machines with active learning on scleroderma lung disease patterns

Journal of Applied Statistics ◽

10.1080/02664763.2014.978270 ◽

2014 ◽

Vol 42 (3) ◽

pp. 676-689 ◽

Author(s):

J. Lee ◽

Y. Wu ◽

H. Kim

Keyword(s):

Support Vector Machines ◽

Active Learning ◽

Lung Disease ◽

Data Classification ◽

Support Vector ◽

Unbalanced Data ◽

Disease Patterns ◽

Vector Machines

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Tuning kernel function parameters of support vector machines for segmentation of lung disease patterns in high-resolution computed tomography images

10.1117/12.534877 ◽

2004 ◽

Author(s):

Alena Shamsheyeva ◽

Arcot Sowmya

Keyword(s):

Computed Tomography ◽

Support Vector Machines ◽

High Resolution ◽

Lung Disease ◽

Kernel Function ◽

Support Vector ◽

High Resolution Computed Tomography ◽

Disease Patterns ◽

Computed Tomography Images ◽

Vector Machines

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Inconsistency-based active learning for support vector machines

Pattern Recognition ◽

10.1016/j.patcog.2012.03.022 ◽

2012 ◽

Vol 45 (10) ◽

pp. 3751-3767 ◽

Author(s):

Ran Wang ◽

Sam Kwong ◽

Degang Chen

Keyword(s):

Support Vector Machines ◽

Active Learning ◽

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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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 ◽

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

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Efficient methodology for seismic fragility curves estimation by active learning on Support Vector Machines

Structural Safety ◽

10.1016/j.strusafe.2020.101972 ◽

2020 ◽

Vol 86 ◽

pp. 101972

Author(s):

Rémi Sainct ◽

Cyril Feau ◽

Jean-Marc Martinez ◽

Josselin Garnier

Keyword(s):

Support Vector Machines ◽

Active Learning ◽

Fragility Curves ◽

Seismic Fragility ◽

Support Vector ◽

Vector Machines

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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

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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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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 ◽

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

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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 ◽

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

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