Feature Selection Algorithm Based on Least Squares Support Vector Machine and Particle Swarm Optimization

Chuyi Song; Jingqing Jiang; WU Chun-guo; Yanchun Liang

doi:10.1007/978-3-642-21524-7_33

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Feature Selection Algorithm Based on Least Squares Support Vector Machine and Particle Swarm Optimization

Chuyi Song Jingqing Jiang WU Chun-guo Yanchun Liang

Year: 2011 Lecture notes in computer science Pages: 275-282 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-642-21524-7_33

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Keywords:

Particle swarm optimization Computer science Support vector machine Feature selection Least squares support vector machine Classifier (UML) Multi-swarm optimization Algorithm Fitness function Artificial intelligence Feature vector Metaheuristic Pattern recognition (psychology) Mathematical optimization Machine learning Genetic algorithm Mathematics

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Advanced Algorithms and Applications

Physical Sciences → Engineering → Control and Systems Engineering

Remote Sensing and Land Use

Physical Sciences → Earth and Planetary Sciences → Atmospheric Science

Advanced Sensor and Control Systems

Physical Sciences → Engineering → Control and Systems Engineering

Feature Selection Algorithm Based on Least Squares Support Vector Machine and Particle Swarm Optimization

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