Literature DB >> 10745118

An artificial immune system for data analysis.

J Timmis1, M Neal, J Hunt.   

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 '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.

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Year:  2000        PMID: 10745118     DOI: 10.1016/s0303-2647(99)00092-1

Source DB:  PubMed          Journal:  Biosystems        ISSN: 0303-2647            Impact factor:   1.973


  3 in total

1.  IAPSO-AIRS: A novel improved machine learning-based system for wart disease treatment.

Authors:  Moloud Abdar; Vivi Nur Wijayaningrum; Sadiq Hussain; Roohallah Alizadehsani; Pawel Plawiak; U Rajendra Acharya; Vladimir Makarenkov
Journal:  J Med Syst       Date:  2019-06-07       Impact factor: 4.460

2.  Integrating Clonal Selection and Deterministic Sampling for Efficient Associative Classification.

Authors:  Samir A Mohamed Elsayed; Sanguthevar Rajasekaran; Reda A Ammar
Journal:  Proc Congr Evol Comput       Date:  2013

3.  Conceptual Spaces of the Immune System.

Authors:  Walter Fierz
Journal:  Front Immunol       Date:  2016-12-13       Impact factor: 7.561

  3 in total

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