A Learning Automata Based Artificial Immune System for Data Classification

被引：0
|
作者：
Azandaryani, A. H. Momeni [1 ]
Meybodi, M. R. [1 ]
机构：
[1] Amirkabir Univ Technol, Dept Comp Engn & Informat Technol, Soft Comp Lab, Tehran, Iran
来源：
2009 14TH INTERNATIONAL COMPUTER CONFERENCE | 2009年
关键词：
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
In this paper we propose an artificial immune system in which learning automata are used to adaptively determine the values of its parameters. Learning automata are used for altering the shape of receptor portion of antibodies to better complementarily match the confronted antigen. In order to show the effectiveness of the proposed artificial immune computer experiments have been conducted. The result of experimentations confirms the effectiveness of the proposed model.
引用
收藏
页码：529 / 534
页数：6
相关论文
共 50 条
  • [31] Artificial Immune System-Based Learning Style Stereotypes
    Sotiropoulos, Dionisios N.
    Alepis, Efthimios
    Kabassi, Katerina
    Virvou, Maria K.
    Tsihrintzis, George A.
    Sakkopoulos, Evangelos
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2019, 28 (04)
  • [32] A Method for Plant Classification Based on Artificial Immune System and Wavelet Transform
    Bendiab, Esma
    Kholladi, Mohamed Kheirreddine
    DIGITAL INFORMATION AND COMMUNICATION TECHNOLOGY AND ITS APPLICATIONS, PT I, 2011, 166 : 199 - 208
  • [33] Continual learning classification method with human-in-the-loop based on the artificial immune
    Liu, Jia
    Li, Dong
    Shan, Wangweiyi
    Liu, Shulin
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 126
  • [34] An adaptive artificial immune system for fault classification
    Aydin, Ilhan
    Karakose, Mehmet
    Akin, Erhan
    JOURNAL OF INTELLIGENT MANUFACTURING, 2012, 23 (05) : 1489 - 1499
  • [35] MAICS: Multilevel Artificial Immune Classification System
    Bereta, Michal
    Burczynski, Tadeusz
    ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING - ICAISC 2006, PROCEEDINGS, 2006, 4029 : 563 - 572
  • [36] An adaptive artificial immune system for fault classification
    Ilhan Aydin
    Mehmet Karakose
    Erhan Akin
    Journal of Intelligent Manufacturing, 2012, 23 : 1489 - 1499
  • [37] Learning using an artificial immune system
    Hunt, JE
    Cooke, DE
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 1996, 19 (02) : 189 - 212
  • [38] A novel artificial immune system-based approach for mining associative classification rules with stock trading data
    Ghodsi M.M.
    Zandieh M.
    International Journal of Innovative Computing and Applications, 2017, 8 (03) : 149 - 161
  • [39] An Artificial Immune System Approach to Associative Classification
    Elsayed, Samir A. Mohamed
    Rajasekaran, Sanguthevar
    Ammar, Reda A.
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2012, PT I, 2012, 7333 : 161 - 171
  • [40] Continual learning classification method with the weighted k-nearest neighbor rule for time-varying data space based on the artificial immune system
    Li, Dong
    Gu, Ming
    Liu, Shulin
    Sun, Xin
    Gong, Lanlan
    Qian, Kun
    KNOWLEDGE-BASED SYSTEMS, 2022, 240
12345