AModified Artificial Immune System for Data Classification
Publish place: 16th Iranian Conference on Electric Engineering
Publish Year: 1387
Type: Conference paper
Language: English
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Document National Code:
ICEE16_005
Index date: 25 February 2008
AModified Artificial Immune System for Data Classification abstract
In this paper a Modified Artificial Immune System (MAIS) is presented as a powerful tool for data classification. We discuss how Artificial Immune System (AIS) could classify data inspired by the natural immune systems. Inspired by the interaction between electric charges, some modifications are performed to calculate the Stimulation Level (SL) of the B cells. Furthermore, a novel method for cloning and updating of immune cells is proposed. Finally, some simulation results are presented with sample and realistic data. The results are compared with the conventional AIS and some other classification methods
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AModified Artificial Immune System for Data Classification authors
S Jafari
AmirkabirUniversity of Technology
H.R Abdolmohammadi
Iran University of Science and Technology
M.R Rajati
K. N. Toosi University of Technology
S.A.S Salehi
Amirkabir University ofTechnology
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