• Title of article

    An artificial immune system for data analysis

  • Author/Authors

    Timmis، Jon نويسنده , , Neal، Mark نويسنده , , Hunt، John نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2000
  • Pages
    -142
  • From page
    143
  • To page
    0
  • Abstract
    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 `transparentʹ 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 trivial data and the famous `irisʹ data set.
  • Keywords
    Bayesian networks , Decision-theoretic planning , Regression , Decision trees , Abstraction , Markov decision processes
  • Journal title
    BioSystems
  • Serial Year
    2000
  • Journal title
    BioSystems
  • Record number

    47558