Journal ArticleDOI
The immune system, adaptation, and machine learning
TLDR
A dynamical model for the immune system is described that is based on the network hypothesis of Jerne, and is simple enough to simulate on a computer, and has a strong similarity to an approach to learning and artificial intelligence introduced by Holland, called the classifier system.About:
This article is published in Physica D: Nonlinear Phenomena.The article was published on 1986-10-01. It has received 1326 citations till now. The article focuses on the topics: Artificial immune system & Learning classifier system.read more
Citations
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Proceedings ArticleDOI
Modeling cancer outcome prediction by aiNet: Discrete artificial immune network
D. Tsankova,Vania Rangelova +1 more
TL;DR: The paper proposes a methodology of using artificial immune networks (aiNets) for a classification problem oriented to cancer outcome prediction on the basis of gene expression profiling, and tests the cancer outcome predictor in MATLAB environment on 58 data samples.
Journal ArticleDOI
Graph Representation Learning Meets Computer Vision: A Survey
TL;DR: A systematic review of graph representation learning and its applications in computer vision can be found in this article , where the authors sort out the evolution of representation learning on graphs, categorizing them into the non-neural network and neural network methods based on the way the nodes are encoded.
Proceedings ArticleDOI
An immune algorithm for complex fuzzy cognitive map partitioning
TL;DR: This paper first analyzes the knowledge representation and the inference mechanism of fuzzy cognitive map, and presents to partition the complex fuzzy Cognitive map base into smaller chunks based on immune algorithm.
Journal ArticleDOI
Improving Transparency in Approximate Fuzzy Modeling Using Multi-objective Immune-Inspired Optimisation
Jun Chen,Mahdi Mahfouf +1 more
TL;DR: It is claimed here that IMOFM can account for both Singleton and Mamdani Fuzzy Rule-Based Systems (FRBS) due to the carefully chosen output membership functions, the inference scheme and the defuzzification method.
Journal ArticleDOI
AIN-based action selection mechanism for soccer robot systems
TL;DR: A novel action-select algorithm for soccer robots is proposed by using the concepts of artificial immune network (AIN) and it is shown that the proposed algorithm provides an efficient and applicable algorithm for mobile robots to play soccer game.
References
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Journal ArticleDOI
Somatic generation of antibody diversity
TL;DR: In the genome of a germ-line cell, the genetic information for an immunoglobulin polypeptide chain is contained in multiple gene segments scattered along a chromosome which are assembled by recombination which leads to the formation of a complete gene.
Book ChapterDOI
A mathematical model illustrating the theory of turbulence
TL;DR: In this article, the application of statistical analysis and statistical mechanics to the problem of turbulent fluid motion has attracted much attention in recent years, and the authors investigated a complicated system of nonlinear equations, in order to find out enough about the properties of the solutions of these equations that insight can be obtained into the various patterns exhibited by the field and that data can be derived concerning the relative frequencies of these patterns in the hope that in this way a basis may be found for the calculation of important values.