Pattern recognition by primary and secondary response of an Artificial Immune System

被引：0
|
作者：
F. Castiglione
S. Motta
G. Nicosia
机构：
[1] University of Cologne,Center for Applied Computer Science (ZPR/ZAIK)
[2] University of Rome “La Sapienza”,Department of Computer Science
[3] Department of Mathematics and Computer Science,undefined
来源：
Theory in Biosciences | 2001年 / 120卷
关键词：
Immune system; artificial immune system; pattern recognition; Kullback entropy; bit-string model; immune response; hypermutation;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In this paper we show how an Artificial Immune System can be used to study pattern recognition processes and learning. In particular we show the ability of the model to discover and maintain coverage of the diverse patterns through mechanism of evolution and mutation.
引用
收藏
页码：93 / 106
页数：13
相关论文
共 50 条
  • [1] Pattern recognition by primary and secondary response of an Artificial Immune System
    Castiglione, F
    Motta, S
    Nicosia, G
    [J]. THEORY IN BIOSCIENCES, 2001, 120 (02) : 93 - 106
  • [2] Improved pattern recognition with complex artificial immune system
    Wang, Wei
    Gao, Shangce
    Tang, Zheng
    [J]. SOFT COMPUTING, 2009, 13 (12) : 1209 - 1217
  • [3] Improved pattern recognition with complex artificial immune system
    Wei Wang
    Shangce Gao
    Zheng Tang
    [J]. Soft Computing, 2009, 13 : 1209 - 1217
  • [4] APPLICATION OF AN ARTIFICIAL IMMUNE SYSTEM FOR VISUAL PATTERN RECOGNITION
    Mikherskii, R. M.
    [J]. COMPUTER OPTICS, 2018, 42 (01) : 113 - 117
  • [5] Defects of pattern recognition: primary immunodeficiencies of the innate immune system
    Netea, Mihai G.
    van de Veerdonk, Frank L.
    van Deuren, Marcel
    van der Meer, Jos W. M.
    [J]. CURRENT OPINION IN PHARMACOLOGY, 2011, 11 (04) : 412 - 422
  • [6] Clonal Selection Based Artificial Immune System for Generalized Pattern Recognition
    Huntsberger, Terry
    [J]. 2011 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2011, : 3090 - 3095
  • [7] Exploiting the Plasticity of Primary and Secondary Response Mechanisms in Artificial Immune Systems
    Greensmith, Julie
    Jackson, Andrew M.
    Spendlove, Ian
    [J]. PROCEEDINGS OF THE 2016 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO'16 COMPANION), 2016, : 7 - 8
  • [8] An artificial immune network approach for pattern recognition
    Deng, Jiuying
    Jiang, Yongsheng
    Mao, Zongyuan
    [J]. ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 3, PROCEEDINGS, 2007, : 635 - +
  • [9] An artificial immune network with diversity for pattern recognition
    Sun, WD
    Xu, XS
    Dai, HW
    Tang, Z
    Tamura, H
    [J]. SICE 2004 ANNUAL CONFERENCE, VOLS 1-3, 2004, : 716 - 721
  • [10] Revised Artificial Immune Recognition System
    Nebili, Wafa
    Farou, Brahim
    Kouahla, Zineddine
    Seridi, Hamid
    [J]. IEEE ACCESS, 2021, 9 : 167477 - 167488
12345