An artificial immune system for data analysis
Contribuinte(s) |
Department of Computer Science Intelligent Robotics Group |
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Data(s) |
30/03/2006
30/03/2006
1999
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Resumo |
Timmis J and Neal M J. An artificial immune system for data analysis. In Proceedings of 3rd international workshop on information processing in cells and tissues (IPCAT), Indianapolis, U.S.A., 1999. 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 trivial data and the famous 'iris' data set. Non peer reviewed |
Identificador |
Timmis , J & Neal , M 1999 , ' An artificial immune system for data analysis ' . PURE: 67244 PURE UUID: 9b8871e0-07d6-4690-8d81-93f48f0377b6 dspace: 2160/85 |
Idioma(s) |
eng |
Palavras-Chave | #Visualisation #Artificial immune system #Self organising #Immune network #Cluster analysis #Unsupervised machine learning |
Tipo |
/dk/atira/pure/researchoutput/researchoutputtypes/contributiontoconference/other Conference contribution |
Direitos |