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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

Multiclass cancer diagnosis in microarray gene expression profile using mutual information and Support Vector Machine

Intelligent Data Analysis ◽

10.3233/ida-150203 ◽

2016 ◽

Vol 20 (6) ◽

pp. 1425-1439 ◽

Cited By ~ 2

Author(s):

C. Devi Arockia Vanitha ◽

D. Devaraj ◽

M. Venkatesulu

Keyword(s):

Gene Expression ◽

Support Vector Machine ◽

Mutual Information ◽

Gene Expression Profile ◽

Expression Profile ◽

Cancer Diagnosis ◽

Support Vector ◽

Microarray Gene Expression ◽

Microarray Gene Expression Profile ◽

Microarray Gene

Download Full-text

Plasmodium classification on red blood cells image using multiclass support vector machines

Journal of Physics Conference Series ◽

10.1088/1742-6596/1567/3/032020 ◽

2020 ◽

Vol 1567 ◽

pp. 032020

Author(s):

S F Y O Pradini ◽

A Bustamam ◽

Z Rustam

Keyword(s):

Support Vector Machines ◽

Red Blood Cells ◽

Blood Cells ◽

Support Vector ◽

Vector Machines ◽

Multiclass Support Vector Machines

Download Full-text

Multiclass support vector machines for diagnosis of erythemato-squamous diseases

Expert Systems with Applications ◽

10.1016/j.eswa.2007.08.067 ◽

2008 ◽

Vol 35 (4) ◽

pp. 1733-1740 ◽

Cited By ~ 50

Author(s):

Elif Derya Übeyli

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Vector Machines ◽

Multiclass Support Vector Machines

Download Full-text

Analysis of EEG signals by combining eigenvector methods and multiclass support vector machines

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2007.06.002 ◽

2008 ◽

Vol 38 (1) ◽

pp. 14-22 ◽

Cited By ~ 73

Author(s):

Elif Derya Übeyli

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Eeg Signals ◽

Vector Machines ◽

Multiclass Support Vector Machines

Download Full-text

DESIGN OF DECISION TREE VIA KERNELIZED HIERARCHICAL CLUSTERING FOR MULTICLASS SUPPORT VECTOR MACHINES

Cybernetics & Systems ◽

10.1080/01969720601139058 ◽

2007 ◽

Vol 38 (2) ◽

pp. 187-202 ◽

Cited By ~ 6

Author(s):

Zhao Lu ◽

Feng Lin ◽

Hao Ying

Keyword(s):

Support Vector Machines ◽

Decision Tree ◽

Hierarchical Clustering ◽

Support Vector ◽

Vector Machines ◽

Multiclass Support Vector Machines

Download Full-text

Extraction of the cancer information from microarray of gene expression using support vector machines

10.1117/12.674868 ◽

2006 ◽

Author(s):

Artur Wilinski

Keyword(s):

Gene Expression ◽

Support Vector Machines ◽

Support Vector ◽

Cancer Information ◽

Vector Machines

Download Full-text

Hierarchical Radial Basis Function Based Multiclass Support Vector Machines and a Hybrid Feature Pool for Bearings Fault Diagnosis

2018 International Conference on Electrical Engineering (ICEE) ◽

10.1109/icee.2018.8566908 ◽

2018 ◽

Cited By ~ 1

Author(s):

Muhammad Sohaib ◽

Jong-Myon Kim

Keyword(s):

Fault Diagnosis ◽

Support Vector Machines ◽

Radial Basis Function ◽

Basis Function ◽

Support Vector ◽

Vector Machines ◽

Radial Basis ◽

Multiclass Support Vector Machines

Download Full-text