An artificial immune system for data analysis.

@article{Timmis2000AnAI,
  title={An artificial immune system for data analysis.},
  author={J. K. Timmis and Mark Neal and Jennifer Hunt},
  journal={Bio Systems},
  year={2000},
  volume={55 1-3},
  pages={143-50}
}
We present a simplified view of those parts of the human immune system which can be used to provide the basis for a data analysis tool. The motivation for and reasoning behind such a model is given and the desire for a 'transparent' model and meaningful visualization and interpretation techniques is noted. A minimalist formulation of an artificial immune system and some of its behaviour is described. A simple implementation and a suitable visualization technique are demonstrated using some… CONTINUE READING
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References

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Showing 1-10 of 12 references

Visualising artificial immune networks

  • J. Timmis, M. Neal
  • Technical report no. NWA-DCS-00-034,
  • 2000

Jisys: development of an artificial immune system for real world applications

  • J. E. Hunt, J. Timmis, D. E. Cooke, M. J. Neal, C. M. King
  • 1998
3 Excerpts

Using immunological principles

  • D. Press. Dasgupta
  • 1996
1 Excerpt

Using immunological principles in anomaly detection

  • D. Dasgupta
  • 1996
1 Excerpt

The immune system , adaptation and machine learning

  • J. D. Farmer, N. H. Packard, A. S. Perelson
  • Physica
  • 1986
2 Excerpts

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