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Table 1 The applications of population-based algorithms solved problems in data science

From: Survey on data science with population-based algorithms

Population-based algorithms

Data science

Particle swarm optimization

Clustering [42, 43]

 

Association rules mining [48]

 

Classification [13, 49, 50]

 

Data modeling [51], BioInformatics [52]

Ant colony optimization

Classification [53–56]

Artificial immune system

Classification [57, 58]

 

Anomaly detection [59–61]

Genetic algorithms

Classification [62–64]

 

Clustering [65–69]

 

Web mining [70]

 

Association rules mining [71–73]

Genetic programming

Regression [74]

 

Classification [75–77]