Pattern Recognition Approaches inspired by Artificial Immune System

Pattern Recognition Approaches inspired by Artificial Immune System

In this paper, we have presented a survey on Pattern Recognition technique using a new computational paradigm of Artificial Immune System. Inspired by the biological immune system, it aims to provide solutions for problems in a vast range of domains using novel computational tools. The main use of AIS in pattern recognition is in the field of data mining. The basic immune theories used to expla...

Pattern Recognition using Artificial Immune System

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 new immune inspired algorithm for unsupervised classification is proposed. The new algorithm is bas...

Immune Pattern Recognition System

Artificial Immune System Inspired Intrusion Detection System Using Genetic Algorithm

Computer security is an issue that will always be under investigation as intruders never stop to find ways to access data and network resources. Researches try to find functions and approaches that would increase chances to detect attacks and at the same time would be less expensive, regarding time and space. In this paper, an approach is applied to detect anomalous activity in the network, usi...

Artificial Immune System Approaches for Aerospace Applications

Artificial Immune Systems (AIS) combine a priori knowledge with the adapting capabilities of biological immune systems to provide a powerful alternative to currently available techniques for pattern recognition, modeling, design, and control. Immunology is the science of built-in defense mechanisms that are present in all living beings to protect against external attacks. A biological immune sy...