Immunological inspiration for building a new generation of autonomic systems
Proceedings of the 1st international conference on Autonomic computing and communication systems
Theoretical advances in artificial immune systems
Theoretical Computer Science
Immune Responses: A Stochastic Model
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Negative Selection with Antigen Feedback in Intrusion Detection
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Improving Artificial Immune System Performance: Inductive Bias and Alternative Mutations
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Artificial Immune Systems and Kernel Methods
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Rigorous Runtime Analysis of Inversely Fitness Proportional Mutation Rates
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Immune Systems and Computation: An Interdisciplinary Adventure
UC '08 Proceedings of the 7th international conference on Unconventional Computing
A negative selection algorithm for classification and reduction of the noise effect
Applied Soft Computing
Information fusion in the immune system
Information Fusion
Review: The use of computational intelligence in intrusion detection systems: A review
Applied Soft Computing
A hybrid immune-estimation distribution of algorithm for mining thyroid gland data
Expert Systems with Applications: An International Journal
Formal specification of an immune based agent architecture
Engineering Applications of Artificial Intelligence
Biological inspiration for artificial immune systems
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
A Survey of artificial immune applications
Artificial Intelligence Review
Natural Computing: an international journal
A modified artificial immune network for feature extracting
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
Relevance of pattern recognition in a non-deterministic model of immune responses
ICARIS'11 Proceedings of the 10th international conference on Artificial immune systems
A lymphocyte-cytokine network inspired algorithm for data analysis
ICARIS'11 Proceedings of the 10th international conference on Artificial immune systems
An engineering-informed modelling approach to AIS
ICARIS'11 Proceedings of the 10th international conference on Artificial immune systems
A review of clonal selection algorithm and its applications
Artificial Intelligence Review
Structural design of the danger model immune algorithm
Information Sciences: an International Journal
Clonal selection: an immunological algorithm for global optimization over continuous spaces
Journal of Global Optimization
Clustering-Based multi-objective immune optimization evolutionary algorithm
ICARIS'12 Proceedings of the 11th international conference on Artificial Immune Systems
| Hi-index | 0.00 |
In this position paper, we argue that the field of artificial immune systems (AIS) has reached an impasse. For many years, immune inspired algorithms, whilst having some degree of success, have been limited by the lack of theoretical advances, the adoption of a naive immune inspired approach and the limited application of AIS to challenging problems. We review the current state of the AIS approach, and suggest a number of challenges to the AIS community that can be undertaken to help move the area forward.