Parameter selection of support vector regression based on hybrid optimization algorithm and its application

Optimization Algorithm ◽

Parameter Selection ◽

Hybrid Optimization ◽

Support Vector ◽

A bi-objective hybrid optimization algorithm to reduce noise and data dimension in diabetes diagnosis using support vector machines

Expert Systems with Applications ◽

10.1016/j.eswa.2019.02.037 ◽

2019 ◽

Vol 127 ◽

pp. 47-57 ◽

Cited By ~ 10

Author(s):

Mahsa Alirezaei ◽

Seyed Taghi Akhavan Niaki ◽

Seyed Armin Akhavan Niaki

Keyword(s):

Support Vector Machines ◽

Optimization Algorithm ◽

Hybrid Optimization ◽

Support Vector ◽

Diabetes Diagnosis ◽

Vector Machines

Model Selection of Least Squares Support Vector Regression Using Quantum-Behaved Particle Swarm Optimization Algorithm

2009 International Workshop on Intelligent Systems and Applications ◽

10.1109/iwisa.2009.5072956 ◽

2009 ◽

Cited By ~ 3

Author(s):

Xiang-Li Li ◽

Lin-Cheng Zhou ◽

Chun-Bo Liu

Keyword(s):

Particle Swarm Optimization ◽

Model Selection ◽

Least Squares ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Parameter Selection of Support Vector Regression Machine Based on Differential Evolution Algorithm

2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery ◽

10.1109/fskd.2009.846 ◽

2009 ◽

Cited By ~ 3

Author(s):

Qing Yu ◽

Ying Liu ◽

Feng Rao

Keyword(s):

Differential Evolution ◽

Differential Evolution Algorithm ◽

Parameter Selection ◽

Support Vector ◽

Evolution Algorithm ◽

Application of adaptive genetic algorithm for the parameter selection of support vector regression

International Journal of Modelling Identification and Control ◽

10.1504/ijmic.2014.059390 ◽

2014 ◽

Vol 21 (1) ◽

pp. 29 ◽

Cited By ~ 2

Author(s):

Hu Zhang ◽

Min Wang ◽

Xinhan Huang ◽

Hubert Roth

Keyword(s):

Genetic Algorithm ◽

Parameter Selection ◽

Support Vector ◽

Adaptive Genetic Algorithm ◽

Parameter Selection of Support Vector Regression Based on Particle Swarm Optimization

2010 IEEE International Conference on Granular Computing ◽

10.1109/grc.2010.121 ◽

2010 ◽

Cited By ~ 1

Author(s):

Hu Zhang ◽

Min Wang ◽

Xin-han Huang

Keyword(s):

Particle Swarm Optimization ◽

Particle Swarm ◽

Parameter Selection ◽

Support Vector ◽

Swarm Optimization ◽

2009 Fourth International Conference on Innovative Computing, Information and Control (ICICIC) ◽

Parameter Selection of Support Vector Regression Based on a Novel Chaotic Immune Algorithm

10.1109/icicic.2009.287 ◽

2009 ◽

Cited By ~ 4

Author(s):

Juexin Wang ◽

Yan Wang ◽

Chen Zhang ◽

Wei Du ◽

Chunguang Zhou ◽

...

Keyword(s):

Parameter Selection ◽

Immune Algorithm ◽

Support Vector ◽

Short-Term Traffic Flow Prediction Based on Least Square Support Vector Machine with Hybrid Optimization Algorithm

Neural Processing Letters ◽

10.1007/s11063-019-09994-8 ◽

2019 ◽

Vol 50 (3) ◽

pp. 2305-2322 ◽

Cited By ~ 12

Author(s):

Chuan Luo ◽

Chi Huang ◽

Jinde Cao ◽

Jianquan Lu ◽

Wei Huang ◽

...

Keyword(s):

Support Vector Machine ◽

Traffic Flow ◽

Optimization Algorithm ◽

Least Square ◽

Hybrid Optimization ◽

Support Vector ◽

Short Term ◽

Traffic Flow Prediction ◽

Flow Prediction

A hybrid optimization algorithm‐based feature selection for thyroid disease classifier with rough type‐2 fuzzy support vector machine

Expert Systems ◽

10.1111/exsy.12811 ◽

2021 ◽

Author(s):

Vidhushavarshini Sureshkumar ◽

Sathiyabhama Balasubramaniam ◽

Vinayakumar Ravi ◽

Ajay Arunachalam

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Optimization Algorithm ◽

Thyroid Disease ◽

Hybrid Optimization ◽

Support Vector ◽

Fuzzy Support Vector Machine ◽

Selection For

2010 IEEE International Conference on Intelligent Computing and Intelligent Systems ◽

Hybrid optimization method for parameter selection of support vector machine

10.1109/icicisys.2010.5658455 ◽

2010 ◽

Cited By ~ 1

Author(s):

Xiao Huaitie ◽

Feng Guoyu ◽

Song Zhiyong ◽

Chen Jianjun

Keyword(s):

Support Vector Machine ◽

Optimization Method ◽

Parameter Selection ◽

Hybrid Optimization ◽

Support Vector ◽

Hybrid Optimization Method ◽

Parameter selection of support vector machine based on chaotic particle swarm optimization algorithm

2010 8th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2010.5555055 ◽

2010 ◽

Cited By ~ 1

Author(s):

Jingming Peng ◽

Shuzhou Wang

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Parameter Selection ◽

Support Vector ◽

Swarm Optimization ◽

Chaotic Particle Swarm Optimization ◽