TELKOMNIKA Telecommunication, Computing, Electronics and Control
Cervical cancer classification using convolutional neural network-support vector machine
Dublin Core
Title
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Cervical cancer classification using convolutional neural network-support vector machine
Cervical cancer classification using convolutional neural network-support vector machine
Subject
Cervical cancer
Classification
Convolutional neural network
Machine learning
Support vector machine
Classification
Convolutional neural network
Machine learning
Support vector machine
Description
Cervical cancer is the second most common cancer in women worldwide,
and occurs when there are presences of abnormal cells in the cervix, which
continue to grow uncontrollably. In the early stages, cervical cancer
indications are not perceptible; however, it is easily detected with different
forms of machine learning methods, such as the convolutional neural
network (CNN). This is a popular method with a wide range of applications
and known for its high accuracy value. Moreover, there is a support vector
machine (SVM) with several kernel functions that is commonly used in the
classification of diseases, and also known for its high accuracy value.
Therefore, the combination of CNN–SVM with several linear kernels
functions as classifier for the categorization of cervical cancer.
and occurs when there are presences of abnormal cells in the cervix, which
continue to grow uncontrollably. In the early stages, cervical cancer
indications are not perceptible; however, it is easily detected with different
forms of machine learning methods, such as the convolutional neural
network (CNN). This is a popular method with a wide range of applications
and known for its high accuracy value. Moreover, there is a support vector
machine (SVM) with several kernel functions that is commonly used in the
classification of diseases, and also known for its high accuracy value.
Therefore, the combination of CNN–SVM with several linear kernels
functions as classifier for the categorization of cervical cancer.
Creator
Jane Eva Aurelia, Zuherman Rustam, Ilsya Wirasati
Source
http://journal.uad.ac.id/index.php/TELKOMNIKA
Date
Aug 1, 2021
Contributor
peri irawan
Format
pdf
Language
english
Type
text
Files
Collection
Citation
Jane Eva Aurelia, Zuherman Rustam, Ilsya Wirasati, “TELKOMNIKA Telecommunication, Computing, Electronics and Control
Cervical cancer classification using convolutional neural network-support vector machine,” Repository Horizon University Indonesia, accessed September 20, 2024, https://repository.horizon.ac.id/items/show/4278.
Cervical cancer classification using convolutional neural network-support vector machine,” Repository Horizon University Indonesia, accessed September 20, 2024, https://repository.horizon.ac.id/items/show/4278.