An Artificial Immune System for Classification With Local Feature Selection

@article{Dudek2012AnAI,
  title={An Artificial Immune System for Classification With Local Feature Selection},
  author={Grzegorz Dudek},
  journal={IEEE Transactions on Evolutionary Computation},
  year={2012},
  volume={16},
  pages={847-860}
}
A new multiclass classifier based on immune system principles is proposed. The unique feature of this classifier is the embedded property of local feature selection. This method of feature selection was inspired by the binding of an antibody to an antigen, which occurs between amino acid residues forming an epitope and a paratope. Only certain selected residues (so-called energetic residues) take part in the binding. Antibody receptors are formed during the clonal selection process. Antibodies… CONTINUE READING
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