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
Link To Document :
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