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
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