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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 [5356]
Artificial immune system Classification [57, 58]
  Anomaly detection [5961]
Genetic algorithms Classification [6264]
  Clustering [6569]
  Web mining [70]
  Association rules mining [7173]
Genetic programming Regression [74]
  Classification [7577]