Multi-objective Model Selection for Support Vector Machines

Lecture Notes in Computer Science - Evolutionary Multi-Criterion Optimization ◽

10.1007/978-3-540-31880-4_37 ◽

2005 ◽

pp. 534-546 ◽

Cited By ~ 32

Author(s):

Christian Igel

Keyword(s):

Support Vector Machines ◽

Model Selection ◽

Support Vector ◽

Multi Objective ◽

Vector Machines ◽

Objective Model ◽

Selection For

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Surrogate-assisted multi-objective model selection for support vector machines

Neurocomputing ◽

10.1016/j.neucom.2014.08.075 ◽

2015 ◽

Vol 150 ◽

pp. 163-172 ◽

Cited By ~ 13

Author(s):

Alejandro Rosales-Pérez ◽

Jesus A. Gonzalez ◽

Carlos A. Coello Coello ◽

Hugo Jair Escalante ◽

Carlos A. Reyes-Garcia

Keyword(s):

Support Vector Machines ◽

Model Selection ◽

Support Vector ◽

Multi Objective ◽

Vector Machines ◽

Objective Model ◽

Selection For

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A Multi-objective Genetic Algorithm for Model Selection for Support Vector Machines

Lecture Notes in Computer Science - PRICAI 2014: Trends in Artificial Intelligence ◽

10.1007/978-3-319-13560-1_64 ◽

2014 ◽

pp. 809-819 ◽

Cited By ~ 1

Author(s):

Amal Bouraoui ◽

Yassine Ben Ayed ◽

Salma Jamoussi

Keyword(s):

Genetic Algorithm ◽

Support Vector Machines ◽

Model Selection ◽

Support Vector ◽

Multi Objective ◽

Multi Objective Genetic Algorithm ◽

Vector Machines ◽

Selection For

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Model selection for support vector machines: Advantages and disadvantages of the Machine Learning Theory

The 2010 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2010.5596450 ◽

2010 ◽

Cited By ~ 19

Author(s):

Davide Anguita ◽

Alessandro Ghio ◽

Noemi Greco ◽

Luca Oneto ◽

Sandro Ridella

Keyword(s):

Machine Learning ◽

Support Vector Machines ◽

Model Selection ◽

Learning Theory ◽

Support Vector ◽

Advantages And Disadvantages ◽

Vector Machines ◽

Selection For

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A multi-objective genetic algorithm for simultaneous model and feature selection for support vector machines

Artificial Intelligence Review ◽

10.1007/s10462-017-9543-9 ◽

2017 ◽

Vol 50 (2) ◽

pp. 261-281 ◽

Cited By ~ 10

Author(s):

Amal Bouraoui ◽

Salma Jamoussi ◽

Yassine BenAyed

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Support Vector Machines ◽

Support Vector ◽

Multi Objective ◽

Multi Objective Genetic Algorithm ◽

Vector Machines ◽

Selection For ◽

Simultaneous Model

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Model selection for Support Vector Machines based on kernel density estimation

2010 Chinese Control and Decision Conference ◽

10.1109/ccdc.2010.5498150 ◽

2010 ◽

Cited By ~ 1

Author(s):

Zhu Jin ◽

Xiaoping Ma

Keyword(s):

Support Vector Machines ◽

Model Selection ◽

Density Estimation ◽

Kernel Density Estimation ◽

Kernel Density ◽

Support Vector ◽

Vector Machines ◽

Selection For

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Bilevel model selection for support vector machines

CRM Proceedings and Lecture Notes - Data Mining and Mathematical Programming ◽

10.1090/crmp/045/07 ◽

2008 ◽

pp. 129-158 ◽

Cited By ~ 10

Author(s):

Gautam Kunapuli ◽

Kristin Bennett ◽

Jing Hu ◽

Jong-Shi Pang

Keyword(s):

Support Vector Machines ◽

Model Selection ◽

Support Vector ◽

Vector Machines ◽

Selection For

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Model selection for support-vector machines through metaheuristic optimization algorithms

Thirteenth International Conference on Machine Vision ◽

10.1117/12.2587439 ◽

2021 ◽

Author(s):

Oumeima Ghnimi ◽

Sofiane Kharbech ◽

Akram Belazi ◽

Ammar Bouallegue

Keyword(s):

Support Vector Machines ◽

Model Selection ◽

Optimization Algorithms ◽

Support Vector ◽

Metaheuristic Optimization ◽

Vector Machines ◽

Selection For ◽

Metaheuristic Optimization Algorithms

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Clustering Model Selection for Reduced Support Vector Machines

Lecture Notes in Computer Science - Intelligent Data Engineering and Automated Learning – IDEAL 2004 ◽

10.1007/978-3-540-28651-6_106 ◽

2004 ◽

pp. 714-719 ◽

Cited By ~ 4

Author(s):

Lih-Ren Jen ◽

Yuh-Jye Lee

Keyword(s):

Support Vector Machines ◽

Model Selection ◽

Support Vector ◽

Clustering Model ◽

Vector Machines ◽

Selection For

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Expediting Model Selection for Support Vector Machines Based on an Advanced Data Reduction Algorithm

Lecture Notes in Computer Science - PRICAI 2006: Trends in Artificial Intelligence ◽

10.1007/978-3-540-36668-3_125 ◽

2006 ◽

pp. 1017-1021 ◽

Cited By ~ 1

Author(s):

Yu-Yen Ou ◽

Guan-Hau Chen ◽

Yen-Jen Oyang

Keyword(s):

Support Vector Machines ◽

Model Selection ◽

Data Reduction ◽

Support Vector ◽

Reduction Algorithm ◽

Vector Machines ◽

Selection For

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Model Selection for Support Vector Machines via Adaptive Step-Size Tabu Search

Artificial Neural Nets and Genetic Algorithms ◽

10.1007/978-3-7091-6230-9_108 ◽

2001 ◽

pp. 434-437 ◽

Cited By ~ 16

Author(s):

Gavin C. Cawley

Keyword(s):

Support Vector Machines ◽

Model Selection ◽

Tabu Search ◽

Support Vector ◽

Step Size ◽

Adaptive Step Size ◽

Vector Machines ◽

Selection For ◽

Adaptive Step

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