Bias and Variance Multi-objective Optimization for Support Vector Machines Model Selection

Pattern Recognition and Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-642-38628-2_12 ◽

2013 ◽

pp. 108-116 ◽

Cited By ~ 1

Author(s):

Alejandro Rosales-Pérez ◽

Hugo Jair Escalante ◽

Jesus A. Gonzalez ◽

Carlos A. Reyes-Garcia ◽

Carlos A. Coello Coello

Keyword(s):

Support Vector Machines ◽

Model Selection ◽

Support Vector ◽

Multi Objective Optimization ◽

Multi Objective ◽

Vector Machines

Download Full-text

Using support vector machines in multi-objective optimization

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

10.1109/ijcnn.2004.1379903 ◽

2005 ◽

Cited By ~ 1

Author(s):

Y. Yun ◽

H. Nakayama ◽

M. Arakawa

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Multi Objective Optimization ◽

Multi Objective ◽

Vector Machines

Download Full-text

Multi-Objective Optimization of Support Vector Machines

Multi-Objective Machine Learning - Studies in Computational Intelligence ◽

10.1007/11399346_9 ◽

2006 ◽

pp. 199-220 ◽

Cited By ~ 1

Author(s):

Thorsten Suttorp ◽

Christian Igel

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Multi Objective Optimization ◽

Multi Objective ◽

Vector Machines

Download Full-text

Generating Support Vector Machines Using Multi-Objective Optimization and Goal Programming

Multi-Objective Machine Learning - Studies in Computational Intelligence ◽

10.1007/11399346_8 ◽

2006 ◽

pp. 173-198

Author(s):

Hirotaka Nakayama ◽

Yeboon Yun

Keyword(s):

Support Vector Machines ◽

Goal Programming ◽

Support Vector ◽

Multi Objective Optimization ◽

Multi Objective ◽

Vector Machines

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

Generating Support Vector Machines Using Multi-Objective Optimization and Goal Programming

Multi-Objective Machine Learning - Studies in Computational Intelligence ◽

10.1007/3-540-33019-4_8 ◽

2006 ◽

pp. 173-198 ◽

Cited By ~ 8

Author(s):

Hirotaka Nakayama ◽

Yeboon Yun

Keyword(s):

Support Vector Machines ◽

Goal Programming ◽

Support Vector ◽

Multi Objective Optimization ◽

Multi Objective ◽

Vector Machines

Download Full-text

Multi-Objective Optimization of Support Vector Machines

Multi-Objective Machine Learning - Studies in Computational Intelligence ◽

10.1007/3-540-33019-4_9 ◽

2006 ◽

pp. 199-220 ◽

Cited By ~ 33

Author(s):

Thorsten Suttorp ◽

Christian Igel

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Multi Objective Optimization ◽

Multi Objective ◽

Vector Machines

Download Full-text

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

Download Full-text

Multi-objective Support Vector Machines Ensemble Generation for Water Quality Monitoring

2018 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2018.8477745 ◽

2018 ◽

Author(s):

Victor Henrique Alves Ribeiro ◽

Gilberto Reynoso-Meza

Keyword(s):

Water Quality ◽

Support Vector Machines ◽

Water Quality Monitoring ◽

Quality Monitoring ◽

Support Vector ◽

Multi Objective ◽

Vector Machines ◽

Ensemble Generation

Download Full-text