An Efficient Ant Colony Instance Selection Algorithm for KNN Classification

@article{MiloudAouidate2013AnEA,
  title={An Efficient Ant Colony Instance Selection Algorithm for KNN Classification},
  author={Amal Miloud-Aouidate and Ahmed Riadh Baba-Ali},
  journal={Int. J. of Applied Metaheuristic Computing},
  year={2013},
  volume={4},
  pages={47-64}
}
The extraordinary progress in the computer sciences field has made Nearest Neighbor techniques, once considered impractical from a standpoint of computation (Dasarathy et al., 2003), became feasible for realworld applications. In order to build an efficient nearest neighbor classifier two principal objectives have to be reached: 1) achieve a high accuracy… CONTINUE READING