Specknets: a case study for artificial immune systems by despina davoudani a thesis submitted in partial fulfilment of the requirements of edinburgh napier university, for the award of doctor of philosophy school of computing april 2012. Abstract: in this thesis, the uses of artificial immune systems (ais) in machine learning is studded the thesis focus on some of immune inspired algorithms such as clonal selection algorithm and artificial immune network the effect of changing the algorithm parameter on its performance is studded then a. The artificial immune-recognition system (airs) was implemented by watkins [12 ] in his master's thesis this algorithm is actually a cluster-based implementation of the classifier by using the -nearest neighbor the airs makes generalizations by data reduction however, the -nearest neighbor uses all of. Abstract this thesis presents a novel data analysis technique inspired by the natural immune system immunological metaphors were extracted, simplified and applied to create an effective data analysis technique this thesis builds on foundations of previous work, extracts salient features of the immune. Architecture for an artificial immune system sa hofmeyr, s forrest evolutionary computation 8 (4), 443-473, 2000 1098, 2000 emergent computation: self- organizing, collective, and cooperative phenomena in natural and artificial computing networks: introduction to the proceedings of the ni s forrest physica d:.
This thesis explores a possible way to enable artificial immune sys- tems (ais) to filter information in the context of profile adaptation previous work has investigated this issue from the perspective of self-organisation based on au- topoetic theory in contrast, this current work approaches the problem from the perspective of. Abstract in this paper natural immune system and artificial immune system are described natural immune system is an example of evolutionary learning mechanism which possesses a content addressable memory and the ability to forget little-used information, it is highly complicated and appears to be precisely turned to. This dependence on specific parameter values limits these methods' applicability this paper proposes an artificial immune system- (ais-) based approach for the civil structural health monitoring, which does not require specific parameter values to work a linear three-floor structure model and a number of.
D dasgupta (ed), artificial immune systems and their applications, springer ( 1998), pp 157-186 : j timmis, artificial immune systems: a novel data analysis technique inspired by the immune system, phd thesis, university of wales, aberystwyth, 2000  ln de castro, fj von zubenlearning. Inspired by the human immune system, we explore the development of a new multiple-detector set artificial immune system (mais) for the detection of mobile malware based on the information flows in android apps maiss differ from conventional aiss in that multiple-detector sets are evolved concurrently. Masters thesis: artificial immune optimization and its application in industrial electronics institute of intelligent power electronics, department of electrical and communications engineering, helsinki university of technology, 2005 7 amanda marie whitbrook masters thesis: an idiotypic immune.
I recently started my thesis on artificial immune systems, and this was the first place i looked this book gave me the foundation that i needed to start my own ais i was a little disappointed with the fact that the book is outdated, and a lot of the sources that the authors use are no longer available, but if you know how search. Abstract the use of artificial immune systems in intrusion detection is an appealing concept for two reasons firstly, the human immune system provides the human body with a high level of protection from invading pathogens, in a robust, self-organised and distributed manner secondly, current techniques used in computer.