Adaptive Immune Response Network Model

被引:0
|
作者
Liu, Tao [1 ,2 ]
Zhang, Li [2 ]
Shi, Binbin [2 ]
机构
[1] Modern Informat Technol Applicat Enterprise, JiangSu Prov Support Software Engn R&D Ctr, Suzhou 215104, Jiangsu, Peoples R China
[2] Suzhou Vocat Univ, Elect & Informat Engn Dept, Suzhou 215104, Jiangsu, Peoples R China
关键词
self-adaptation; immune response; network; model; SYSTEM;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Artificial immune system (AIS) and its applications have become a search hotspot in recent years. According to the theory of immune response and immune network, the Adaptive Immune Response Network (AIRN) is presented in this paper. In AIRN the expression and procedure are given. The AIRN is applied to the clustering analysis, and this cluster method call receive data modes more quickly. The testing results show that the AIRN has better performance in data partition and pattern recognition than the clustering algorithm based on CA and the others.
引用
收藏
页码:890 / +
页数:3
相关论文
共 50 条
  • [31] Mast Cells and the Adaptive Immune Response
    Melissa A. Brown
    Blayne A. Sayed
    Alison Christy
    Journal of Clinical Immunology, 2008, 28 : 671 - 676
  • [32] Advances of Adaptive Immune Response in Atherosclerosis
    Mu Huai-Yu
    Guo Xiao-Chen
    Chen Xin-Nong
    Zhu Ya-Ping
    Zhang Jun-Ping
    PROGRESS IN BIOCHEMISTRY AND BIOPHYSICS, 2020, 47 (05) : 407 - 417
  • [33] Is the adaptive immune response detrimental in TBI?
    Daglas, M.
    Galle, A.
    Draxler, D.
    Borg, R.
    Nasa, Z.
    Au, A.
    Alderuccio, F.
    Sashindranath, M.
    Medcalf, R.
    JOURNAL OF NEUROCHEMISTRY, 2015, 134 : 267 - 267
  • [34] Role of the adaptive immune response in sepsis
    Brady, Jack
    Horie, Shahd
    Laffey, John G.
    INTENSIVE CARE MEDICINE EXPERIMENTAL, 2020, 8 (Suppl 1)
  • [35] Modeling the Adaptive Immune Response in an HBV Infection Model with Virus to Cell Transmission in Both Liver with CTL Immune Response and the Extrahepatic Tissue
    Fikri, Fatima Ezzahra
    Allali, Karam
    MATHEMATICAL AND COMPUTATIONAL APPLICATIONS, 2022, 27 (04)
  • [36] Physical model of the immune response of bacteria against bacteriophage through the adaptive CRISPR-Cas immune system
    Han, Pu
    Niestemski, Liang Ren
    Barrick, Jeffrey E.
    Deem, Michael W.
    PHYSICAL BIOLOGY, 2013, 10 (02)
  • [37] An adaptive classifier based on artificial immune network
    Li, Zhiguo
    Zhong, Jiang
    Feng, Yong
    Wu, ZhongFu
    LIFE SYSTEM MODELING AND SIMULATION, PROCEEDINGS, 2007, 4689 : 422 - +
  • [38] Immune network - model inspired by immune system
    Zak, Premysl
    Neural Network World, 1997, 7 (06): : 739 - 756
  • [39] Optimal control of an HIV infection model with the adaptive immune response and two saturated rates
    Harroudi, Sanaa
    Bentaleb, Dounia
    Tabit, Youssef
    Amine, Saida
    Allali, Karam
    INTERNATIONAL JOURNAL OF MATHEMATICS AND COMPUTER SCIENCE, 2019, 14 (04): : 787 - 807
  • [40] Global dynamics of a general diffusive HBV infection model with capsids and adaptive immune response
    Elaiw, A. M.
    Al Agha, A. D.
    ADVANCES IN DIFFERENCE EQUATIONS, 2019, 2019 (01)