Open Access
Application areas of AIS: the past, present and future.
Emma Hart,Jon Timmis +1 more
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TLDR
In this paper, the authors take a step back and reflect on the contributions that the Artificial Immune Systems (AIS) has brought to the application areas to which it has been applied, and suggest a set of problem features that they believe will allow the true potential of the immunological system to be exploited in computational systems.Abstract:
After a decade of research into the area of artificial immune systems, it is worthwhile to take a step back and reflect on the contributions that the
paradigm has brought to the application areas to which it has been applied. Undeniably, there have been a lot of successful stories—however, if the
field is to advance in the future and really carve out its own distinctive niche, then it is necessary to be able to illustrate that there are clear benefits to
be obtained by applying this paradigm rather than others. This paper attempts to take stock of the application areas that have been tackled in the
past, and ask the difficult question ‘‘was it worth it ?’’. We then attempt to suggest a set of problem features that we believe will allow the true
potential of the immunological system to be exploited in computational systems, and define a unique niche for AISread more
Citations
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Proceedings ArticleDOI
Analogy of autonomic computing: An AIS (artificial immune systems) overview
TL;DR: This paper addresses to the commonability of both Autonomic Computation and AIS models by combining ideas from different fields which may lead to explore new methodologies of autonomic computation in the context of Artificial immune systems (AIS).
Proceedings ArticleDOI
Analyzing and processing intelligent maintenance systems data to use for planning spare parts supply chains
Ann-Kristin Cordes,Bernd Hellingrath,Fabricio da Silva Stein,Marcos Zuccolotto,Carlos Eduardo Pereira +4 more
TL;DR: This paper proposes how the IMS can be adapted for generating the needed data type for enhancing the spare parts demand forecast by developing an IMS simulator based on the same IMS architecture used in the field.
Posted Content
Algorithmic Mechanism Construction bridging Secure Multiparty Computation and Intelligent Reasoning.
TL;DR: This work presents the construction of intelligent algorithmic mechanism based on multidimensional view of intelligent reasoning, threat analytics, cryptographic solutions and secure multiparty computation, basically an attempt of the cross fertilization of distributed AI, algorithmic game theory and cryptography.
Book ChapterDOI
Simulated Annealing and its Hybridisation on Noisy and Constrained Response Surface Optimisations
Artificial immune system for the Internet
TL;DR: The usability of the Artificial Immune Systems (AIS) approach for solving selected problems in computer networks is investigated and it is shown that the overall AIS is very good both in detecting spam and in avoiding misdetection of good emails.
References
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Proceedings ArticleDOI
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