A Coupling Support Vector Machines with the Feature Learning of Deep Convolutional Neural Networks for Classifying Microarray Gene Expression Data

Modern Approaches for Intelligent Information and Database Systems - Studies in Computational Intelligence ◽

10.1007/978-3-319-76081-0_20 ◽

2018 ◽

pp. 233-243 ◽

Cited By ~ 4

Author(s):

Phuoc-Hai Huynh ◽

Van-Hoa Nguyen ◽

Thanh-Nghi Do

Keyword(s):

Gene Expression ◽

Neural Networks ◽

Support Vector Machines ◽

Feature Learning ◽

Microarray Gene Expression Data ◽

Support Vector ◽

Deep Convolutional Neural Networks ◽

Microarray Gene Expression ◽

Vector Machines ◽

Microarray Gene

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Knowledge-based analysis of microarray gene expression data by using support vector machines

Proceedings of the National Academy of Sciences ◽

10.1073/pnas.97.1.262 ◽

2000 ◽

Vol 97 (1) ◽

pp. 262-267 ◽

Cited By ~ 1324

Author(s):

M. P. S. Brown ◽

W. N. Grundy ◽

D. Lin ◽

N. Cristianini ◽

C. W. Sugnet ◽

...

Keyword(s):

Gene Expression ◽

Support Vector Machines ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Support Vector ◽

Expression Data ◽

Microarray Gene Expression ◽

Knowledge Based ◽

Vector Machines ◽

Microarray Gene

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Transductive support vector machines for classification of microarray gene expression data

Proceedings of the International Joint Conference on Neural Networks, 2003. ◽

10.1109/ijcnn.2003.1224039 ◽

2004 ◽

Cited By ~ 1

Author(s):

R. Semolini ◽

F.J. Von Zuben

Keyword(s):

Gene Expression ◽

Support Vector Machines ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Support Vector ◽

Expression Data ◽

Microarray Gene Expression ◽

Vector Machines ◽

Microarray Gene

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Microarray Gene Expression Cancer Diagnosis Using Multiclass Support Vector Machines

2007 1st International Conference on Bioinformatics and Biomedical Engineering ◽

10.1109/icbbe.2007.70 ◽

2007 ◽

Author(s):

Lingyun Zou ◽

Zhengzhi Wang

Keyword(s):

Gene Expression ◽

Support Vector Machines ◽

Cancer Diagnosis ◽

Support Vector ◽

Microarray Gene Expression ◽

Vector Machines ◽

Microarray Gene ◽

Multiclass Support Vector Machines

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A Design and Training Application for Deep Convolutional Neural Networks and Support Vector Machines Developed on MATLAB

Lecture Notes in Mechanical Engineering - RITA 2018 ◽

10.1007/978-981-13-8323-6_3 ◽

2019 ◽

pp. 27-33 ◽

Cited By ~ 1

Author(s):

Fusaomi Nagata ◽

Kenta Tokuno ◽

Hiroaki Ochi ◽

Akimasa Otsuka ◽

Takeshi Ikeda ◽

...

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Convolutional Neural Networks ◽

Support Vector ◽

Deep Convolutional Neural Networks ◽

Vector Machines ◽

And Training

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Robust classification approach for segmentation of blood defects in cod fillets based on deep convolutional neural networks and support vector machines and calculation of gripper vectors for robotic processing

Computers and Electronics in Agriculture ◽

10.1016/j.compag.2017.05.021 ◽

2017 ◽

Vol 139 ◽

pp. 138-152 ◽

Cited By ~ 5

Author(s):

Ekrem Misimi ◽

Elling Ruud Øye ◽

Øystein Sture ◽

John Reidar Mathiassen

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Convolutional Neural Networks ◽

Support Vector ◽

Deep Convolutional Neural Networks ◽

Classification Approach ◽

Robust Classification ◽

Vector Machines

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Web-Based Application for Accurately Classifying Cancer Type from Microarray Gene Expression Data Using a Support Vector Machine (SVM) Learning Algorithm

Bioinformatics and Biomedical Engineering - Lecture Notes in Computer Science ◽

10.1007/978-3-030-17935-9_14 ◽

2019 ◽

pp. 149-154 ◽

Cited By ~ 1

Author(s):

Shrikant Pawar

Keyword(s):

Gene Expression ◽

Support Vector Machine ◽

Gene Expression Data ◽

Learning Algorithm ◽

Microarray Gene Expression Data ◽

Support Vector ◽

Cancer Type ◽

Microarray Gene Expression ◽

Web Based ◽

Microarray Gene

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Prostate cancer detection based on deep convolutional neural networks and support vector machines: a novel concern level analysis

Multimedia Tools and Applications ◽

10.1007/s11042-021-10849-5 ◽

2021 ◽

Author(s):

Wessam M. Salama ◽

Moustafa H. Aly

Keyword(s):

Prostate Cancer ◽

Neural Networks ◽

Support Vector Machines ◽

Convolutional Neural Networks ◽

Cancer Detection ◽

Support Vector ◽

Deep Convolutional Neural Networks ◽

Prostate Cancer Detection ◽

Vector Machines ◽

Level Analysis

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Development of Design and Training Application for Deep Convolutional Neural Networks and Support Vector Machines

Machine Vision and Navigation ◽

10.1007/978-3-030-22587-2_25 ◽

2019 ◽

pp. 769-786 ◽

Cited By ~ 1

Author(s):

Fusaomi Nagata ◽

Kenta Tokuno ◽

Akimasa Otsuka ◽

Hiroaki Ochi ◽

Takeshi Ikeda ◽

...

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Convolutional Neural Networks ◽

Support Vector ◽

Deep Convolutional Neural Networks ◽

Vector Machines ◽

And Training

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Classification of Microarray Gene Expression Data Using a New Binary Support Vector System

2005 International Conference on Neural Networks and Brain ◽

10.1109/icnnb.2005.1614659 ◽

2006 ◽

Cited By ~ 2

Author(s):

Tung-Shou Chen ◽

Rong-Chang ◽

Tzu-Hsin Tsai ◽

Shuan-Yow Li ◽

Xun Liang

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Vector System ◽

Support Vector ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene

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Deep Convolutional Neural Networks and Support Vector Machines for Gender Recognition

2015 IEEE Symposium Series on Computational Intelligence ◽

10.1109/ssci.2015.37 ◽

2015 ◽

Cited By ~ 25

Author(s):

Jos van de Wolfshaar ◽

Mahir F. Karaaba ◽

Marco A. Wiering

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Convolutional Neural Networks ◽

Support Vector ◽

Gender Recognition ◽

Deep Convolutional Neural Networks ◽

Vector Machines

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