Propose a New Machine Learning Algorithm based on Cancer Diagnosis

Propose a New Machine Learning Algorithm based on Cancer Diagnosis

There are many machine learning algorithms proposed for multi-category classification problems in the cancer diagnosis area. Moreover, there are different reasons for using these algorithms such as the ability of machine learning to detect main features from complex data sets, which represents techn...

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Main Authors: Ali, Mohammed Hasan, Kohbalan, Moorthy, Anad, Mohammed Morad, Mohammed, Mohammed Abdulameer
Format: Article
Language:English
Published: Institute of Advanced Scientific Research 2018
Subjects:
QA75 Electronic computers. Computer science
Online Access:http://umpir.ump.edu.my/id/eprint/25231/
http://umpir.ump.edu.my/id/eprint/25231/
http://umpir.ump.edu.my/id/eprint/25231/7/Propose%20a%20New%20Machine%20Learning%20Algorithm%20based%20on%20Cancer%20Diagnosis1.pdf
id ump-25231
recordtype eprints
spelling ump-252312019-12-09T04:09:15Z http://umpir.ump.edu.my/id/eprint/25231/ Propose a New Machine Learning Algorithm based on Cancer Diagnosis Ali, Mohammed Hasan Kohbalan, Moorthy Anad, Mohammed Morad Mohammed, Mohammed Abdulameer QA75 Electronic computers. Computer science There are many machine learning algorithms proposed for multi-category classification problems in the cancer diagnosis area. Moreover, there are different reasons for using these algorithms such as the ability of machine learning to detect main features from complex data sets, which represents techniques have been utilized as an aim to model the progression and treatment of cancerous conditions. However, the traditional machine learning algorithms are facing several limitations, which may be impacted on the accuracy of classification based cancer diagnosis area. In this review, we focus on the current status of machine learning applications in cancer research, also propose a new algorithm Fast Learning Network to work based on cancer research. Institute of Advanced Scientific Research 2018-10-04 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/25231/7/Propose%20a%20New%20Machine%20Learning%20Algorithm%20based%20on%20Cancer%20Diagnosis1.pdf Ali, Mohammed Hasan and Kohbalan, Moorthy and Anad, Mohammed Morad and Mohammed, Mohammed Abdulameer (2018) Propose a New Machine Learning Algorithm based on Cancer Diagnosis. Journal of Advanced Research in Dynamical & Control Systems, 10 (9). pp. 2668-2672. ISSN 1943-023X http://www.jardcs.org/backissues/abstract.php?archiveid=6874
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Ali, Mohammed Hasan
Kohbalan, Moorthy
Anad, Mohammed Morad
Mohammed, Mohammed Abdulameer
Propose a New Machine Learning Algorithm based on Cancer Diagnosis
description There are many machine learning algorithms proposed for multi-category classification problems in the cancer diagnosis area. Moreover, there are different reasons for using these algorithms such as the ability of machine learning to detect main features from complex data sets, which represents techniques have been utilized as an aim to model the progression and treatment of cancerous conditions. However, the traditional machine learning algorithms are facing several limitations, which may be impacted on the accuracy of classification based cancer diagnosis area. In this review, we focus on the current status of machine learning applications in cancer research, also propose a new algorithm Fast Learning Network to work based on cancer research.
format Article
author Ali, Mohammed Hasan
Kohbalan, Moorthy
Anad, Mohammed Morad
Mohammed, Mohammed Abdulameer
author_facet Ali, Mohammed Hasan
Kohbalan, Moorthy
Anad, Mohammed Morad
Mohammed, Mohammed Abdulameer
author_sort Ali, Mohammed Hasan
title Propose a New Machine Learning Algorithm based on Cancer Diagnosis
title_short Propose a New Machine Learning Algorithm based on Cancer Diagnosis
title_full Propose a New Machine Learning Algorithm based on Cancer Diagnosis
title_fullStr Propose a New Machine Learning Algorithm based on Cancer Diagnosis
title_full_unstemmed Propose a New Machine Learning Algorithm based on Cancer Diagnosis
title_sort propose a new machine learning algorithm based on cancer diagnosis
publisher Institute of Advanced Scientific Research
publishDate 2018
url http://umpir.ump.edu.my/id/eprint/25231/
http://umpir.ump.edu.my/id/eprint/25231/
http://umpir.ump.edu.my/id/eprint/25231/7/Propose%20a%20New%20Machine%20Learning%20Algorithm%20based%20on%20Cancer%20Diagnosis1.pdf
first_indexed 2023-09-18T22:38:38Z
last_indexed 2023-09-18T22:38:38Z
_version_ 1777416765084532736

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