Artificial immune networks: Models and applications

被引:6
|
作者
Shen, Xian [1 ]
Gao, X. Z. [2 ]
Bie, Rongfang [1 ]
Jin, Xin [1 ]
机构
[1] Beijing Normal Univ, Coll Informat Sci & Technol, Beijing 100875, Peoples R China
[2] Aalto Univ, Inst Intelligent Power Elect, FIN-02150 Espoo, Finland
关键词
D O I
10.1109/ICCIAS.2006.294161
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, the theory of natural immune system is first briefly introduced Several representative artificial immune networks are next discussed. Their principles and learning algorithms are given here in details. Moreover, we demonstrate the applications of these artificial immune networks in the fields of data mining, pattern recognition, and optimization.
引用
收藏
页码:394 / 397
页数:4
相关论文
共 50 条
  • [31] A hierarchical artificial immune architecture and its applications
    Sun, WD
    Tang, Z
    Tamura, H
    Ishii, M
    SICE 2003 ANNUAL CONFERENCE, VOLS 1-3, 2003, : 3265 - 3270
  • [32] An artificial immune system architecture and its applications
    Sun, WD
    Tang, Z
    Tamura, H
    Ishii, M
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2003, E86A (07) : 1858 - 1868
  • [33] Applications of Artificial Neural Networks in Process Control Applications: A review
    Kramer, Alexander
    Morgado-Dias, Fernando
    2018 INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND APPLICATIONS (ICBEA), 2018, : 34 - 41
  • [34] Comments on "quantum artificial neural networks with applications"
    da Silva, Adenilton J.
    de Oliveira, Wilson R.
    INFORMATION SCIENCES, 2016, 370 : 120 - 122
  • [35] Artificial neural networks: applications in chemical engineering
    Pirdashti, Mohsen
    Curteanu, Silvia
    Kamangar, Mehrdad Hashemi
    Hassim, Mimi H.
    Khatami, Mohammad Amin
    REVIEWS IN CHEMICAL ENGINEERING, 2013, 29 (04) : 205 - 239
  • [36] Recent engineering applications of artificial neural networks
    Cox, C
    MEASUREMENT & CONTROL, 2002, 35 (01): : 4 - 4
  • [37] Artificial neural networks in energy applications in buildings
    Kalogirou, Soteris A.
    INTERNATIONAL JOURNAL OF LOW-CARBON TECHNOLOGIES, 2006, 1 (03) : 201 - 216
  • [38] Artificial neural networks as models of stimulus control
    Ghirlanda, S
    Enquist, M
    ANIMAL BEHAVIOUR, 1998, 56 : 1383 - 1389
  • [39] Applications of artificial neural networks in power electronics
    Alexander, S. Albert
    Karthikeyan, J.
    Sivavasanth, A.
    ICCIMA 2007: INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND MULTIMEDIA APPLICATIONS, VOL I, PROCEEDINGS, 2007, : 267 - +
  • [40] Evaluating artificial neural networks for medical applications
    Burke, HB
    1997 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, 1997, : 2494 - 2496