Kernel Construction and Feature Subset Selection in Support Vector Machines

Lecture Notes in Computer Science - Simulated Evolution and Learning ◽

10.1007/978-3-319-68759-9_49 ◽

2017 ◽

pp. 605-616

Author(s):

Shinichi Yamada ◽

Kourosh Neshatian

Keyword(s):

Support Vector Machines ◽

Subset Selection ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Vector Machines

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Feature subset selection for support vector machines by incremental regularized risk minimization

2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) ◽

10.1109/ijcnn.2004.1380930 ◽

2005 ◽

Cited By ~ 5

Author(s):

H. Frohlich ◽

A. Zell

Keyword(s):

Support Vector Machines ◽

Subset Selection ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Risk Minimization ◽

Vector Machines ◽

Selection For ◽

Regularized Risk Minimization

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Feature Subset Selection for Support Vector Machines Through Discriminative Function Pruning Analysis

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ◽

10.1109/tsmcb.2002.805808 ◽

2004 ◽

Vol 34 (1) ◽

pp. 60-67 ◽

Cited By ~ 99

Author(s):

K.Z. Mao

Keyword(s):

Support Vector Machines ◽

Subset Selection ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Vector Machines ◽

Discriminative Function ◽

Selection For ◽

Pruning Analysis

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Feature Subset Selection for Hot Method Prediction using Genetic Algorithm wrapped with Support Vector Machines

Journal of Computer Science ◽

10.3844/jcssp.2011.707.714 ◽

2011 ◽

Vol 7 (5) ◽

pp. 707-714 ◽

Cited By ~ 1

Author(s):

Johnson

Keyword(s):

Genetic Algorithm ◽

Support Vector Machines ◽

Subset Selection ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Vector Machines ◽

Selection For

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Feature subset selection for support vector machines using confident margin

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. ◽

10.1109/ijcnn.2005.1555973 ◽

2006 ◽

Cited By ~ 7

Author(s):

M. Kugler ◽

K. Aoki ◽

S. Kuroyanagi ◽

A. Iwata ◽

A.S. Nugroho

Keyword(s):

Support Vector Machines ◽

Subset Selection ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Vector Machines ◽

Selection For

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Feature subset selection for support vector machines through sensitivity analysis

Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826) ◽

10.1109/icmlc.2004.1384586 ◽

2005 ◽

Cited By ~ 1

Author(s):

De-Feng Wang ◽

P.P.K. Chan ◽

D.S. Yeung ◽

E.C.C. Tsang

Keyword(s):

Sensitivity Analysis ◽

Support Vector Machines ◽

Subset Selection ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Vector Machines ◽

Selection For

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Fisher score and Matthews correlation coefficient-based feature subset selection for heart disease diagnosis using support vector machines

Knowledge and Information Systems ◽

10.1007/s10115-018-1185-y ◽

2018 ◽

Vol 58 (1) ◽

pp. 139-167 ◽

Cited By ~ 17

Author(s):

Syed Muhammad Saqlain ◽

Muhammad Sher ◽

Faiz Ali Shah ◽

Imran Khan ◽

Muhammad Usman Ashraf ◽

...

Keyword(s):

Matthews Correlation Coefficient ◽

Subset Selection ◽

Disease Diagnosis ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Fisher Score ◽

Vector Machines ◽

Selection For ◽

Heart Disease Diagnosis

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Using a Feature Subset Selection method and Support Vector Machine to address curse of dimensionality and redundancy in Hyperion hyperspectral data classification

The Egyptian Journal of Remote Sensing and Space Science ◽

10.1016/j.ejrs.2017.02.003 ◽

2018 ◽

Vol 21 (1) ◽

pp. 27-36 ◽

Cited By ~ 7

Author(s):

Amir Salimi ◽

Mansour Ziaii ◽

Ali Amiri ◽

Mahdieh Hosseinjani Zadeh ◽

Sadegh Karimpouli ◽

...

Keyword(s):

Support Vector Machine ◽

Subset Selection ◽

Data Classification ◽

Curse Of Dimensionality ◽

Selection Method ◽

Hyperspectral Data ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset

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Efficient feature subset selection and classification using levy flight‐based cuckoo search optimization with parallel support vector machine for the breast cancer data

International Journal of Imaging Systems and Technology ◽

10.1002/ima.22686 ◽

2021 ◽

Author(s):

Krishnamoorthy Sashi Rekha ◽

Suthanthira Amalraj Miruna Joe Amali

Keyword(s):

Subset Selection ◽

Cuckoo Search ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Breast Cancer Data ◽

Cancer Data ◽

Search Optimization ◽

Cuckoo Search Optimization ◽

Parallel Support Vector Machine

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Feature subset selection and parameters optimization for support vector machine in breast cancer diagnosis

2014 Iranian Conference on Intelligent Systems (ICIS) ◽

10.1109/iraniancis.2014.6802601 ◽

2014 ◽

Cited By ~ 4

Author(s):

Elnaz Olfati ◽

Hassan Zarabadipour ◽

Mahdi Aliyari Shoorehdeli

Keyword(s):

Breast Cancer ◽

Support Vector Machine ◽

Cancer Diagnosis ◽

Subset Selection ◽

Breast Cancer Diagnosis ◽

Parameters Optimization ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset

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Support Vector Machine Text Classification System: Using Ant Colony Optimization Based Feature Subset Selection

2008 International Conference on Computer Engineering & Systems ◽

10.1109/icces.2008.4772984 ◽

2008 ◽

Cited By ~ 16

Author(s):

Abdelwadood Moh'd Mesleh ◽

Ghassan Kanaan

Keyword(s):

Support Vector Machine ◽

Ant Colony Optimization ◽

Text Classification ◽

Classification System ◽

Subset Selection ◽

Feature Subset Selection ◽

Ant Colony ◽

Support Vector ◽

Feature Subset

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