An Improved Technique for Pneumonia Infected Patients Image Recognition Based on Combination Algorithm of Smooth Generalized Pinball SVM and Variational Autoencoders

An Improved Technique for Pneumonia Infected Patients Image Recognition Based on Combination Algorithm of Smooth Generalized Pinball SVM and Variational Autoencoders

We present a method based on combining a smooth generalized pinball support vector machine (SVM) and variational autoencoders (VAEs) in chest X-ray (CXR) images. We incorporate generalized pinball into the SVM model to address the hinge loss function’s noise sensitivity and resampling ins...

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Bibliographic Details
Main Authors: Wachiraphong Ratiphaphongthon, Wanida Panup, Rabian Wangkeeree
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Support vector machine
generalized pinball loss
feature noise
regularized stochastic BFGS algorithm
image recognition
Online Access:https://ieeexplore.ieee.org/document/9912421/

Internet

https://ieeexplore.ieee.org/document/9912421/

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