ARTIFICIAL IMMUNE SYSTEMS Cover Image

ИЗКУСТВЕНИ ИМУННИ СИСТЕМИ
ARTIFICIAL IMMUNE SYSTEMS

Author(s): Alexander Ivanov
Subject(s): Demography and human biology
Published by: Бургаски свободен университет
Keywords: machine learning; artificial immune systems; artificial intelligence

Summary/Abstract: Biologically inspired artificial systems are a major topic in the field of Artificial Life. Artificial Life itself is the discipline encompassing Artificial Intelligence and it is one of the most promising areas of modern academic research. Algorithms inspired by natural intelligence are very powerful and efficient tools for solving various kinds of practical problems such as classification, regression, optimisation. The immune systems of most animals, including humans, are smart protective systems, capable of adaptation. The immune mechanisms for specializing in protection against particular kinds of pathogens is one of the most interesting features studied by researchers. This ability can be modeled and used in machine learning tasks. This paper presents a brief overview of the current insights and technologies regarding this interesting topic.

  • Issue Year: XXXVIII/2018
  • Issue No: 1
  • Page Range: 221-229
  • Page Count: 9
  • Language: Bulgarian