A Rosetta stone for connectionism
CNLS '89 Proceedings of the ninth annual international conference of the Center for Nonlinear Studies on Self-organizing, Collective, and Cooperative Phenomena in Natural and Artificial Computing Networks on Emergent computation
The Baldwin effect in the immune system: learning by somatic hypermutation
Adaptive individuals in evolving populations
Inductive genetic programming with immune network dynamics
Advances in genetic programming
Ant algorithms for discrete optimization
Artificial Life
Computer science as empirical inquiry: symbols and search
Communications of the ACM
Membrane Computing: An Introduction
Membrane Computing: An Introduction
AINE: An Immunological Approach to Data Mining
ICDM '01 Proceedings of the 2001 IEEE International Conference on Data Mining
Coverage and Generalization in an Artificial Immune System
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
On The Use Of Negative Selection In An Artificial Immune System
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
An Imunogenetic Technique To Detect Anomalies In Network Traffic
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
ILP '96 Selected Papers from the 6th International Workshop on Inductive Logic Programming
An Immunological Approach to Change Detection: Theoretical Results
CSFW '96 Proceedings of the 9th IEEE workshop on Computer Security Foundations
Applying a Mutation-Based Genetic Algorithm to Processor Configuration Problems
ICTAI '96 Proceedings of the 8th International Conference on Tools with Artificial Intelligence
Self-Nonself Discrimination in a Computer
SP '94 Proceedings of the 1994 IEEE Symposium on Security and Privacy
An Immunological Approach to Change Detection: Algorithms, Analysis and Implications
SP '96 Proceedings of the 1996 IEEE Symposium on Security and Privacy
Operating system stability and security through process homeostasis
Operating system stability and security through process homeostasis
Anomaly Detection Using Real-Valued Negative Selection
Genetic Programming and Evolvable Machines
LISA '98 Proceedings of the 12th USENIX conference on System administration
Architecture for an Artificial Immune System
Evolutionary Computation
A hybrid immune algorithm with information gain for the graph coloring problem
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
A scalable artificial immune system model for dynamic unsupervised learning
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Learning and optimization using the clonal selection principle
IEEE Transactions on Evolutionary Computation
A formal framework for positive and negative detection schemes
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A retrovirus inspired algorithm for virus detection & optimization
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Applicability issues of the real-valued negative selection algorithms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Immune anomaly detection enhanced with evolutionary paradigms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Immune network based ensembles
Neurocomputing
Revisiting Negative Selection Algorithms
Evolutionary Computation
Application areas of AIS: The past, the present and the future
Applied Soft Computing
Multi-class iteratively refined negative selection classifier
Applied Soft Computing
Self and non-self discrimination agents
Proceedings of the 2008 ACM symposium on Applied computing
Theoretical advances in artificial immune systems
Theoretical Computer Science
Multiobjective immune algorithm with nondominated neighbor-based selection
Evolutionary Computation
Information Theory Inspired Weighted Immune Classification Algorithm
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Negative Selection with Antigen Feedback in Intrusion Detection
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Conserved Self Pattern Recognition Algorithm
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
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
Wiki-News Interface Agent Based on AIS Methods
KES-AMSTA '07 Proceedings of the 1st KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
V-detector: An efficient negative selection algorithm with "probably adequate" detector coverage
Information Sciences: an International Journal
Parametric Modelling of a Flexible Plate Structure Using Artificial Immune System Algorithm
ICARIS '09 Proceedings of the 8th International Conference on Artificial Immune Systems
Review: The use of computational intelligence in intrusion detection systems: A review
Applied Soft Computing
Hybrid immune algorithm with intelligent recombination
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Modelling and Simulation in Engineering
Research on linear time detector generating algorithm based on negative selection model
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Baldwinian learning in clonal selection algorithm for optimization
Information Sciences: an International Journal
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
A novel immune inspired approach to fault detection
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
Towards a novel immune inspired approach to temporal anomaly detection
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
An immune-inspired approach to speckled computing
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
Regulatory T cells: inspiration for artificial immune systems
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
A multiobjective immune clustering ensemble technique applied to unsupervised SAR image segmentation
Proceedings of the ACM International Conference on Image and Video Retrieval
A Survey of artificial immune applications
Artificial Intelligence Review
Proceedings of the 12th annual conference on Genetic and evolutionary computation
An immunological approach for file recovery over JXTA peer-to-peer framework
International Journal of Network Management
Evolving boundary detector for anomaly detection
Expert Systems with Applications: An International Journal
An artificial immune network for multi-objective optimization
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
An immune memory clonal algorithm for numerical and combinatorial optimization
Frontiers of Computer Science in China
Review Article: Recent Advances in Artificial Immune Systems: Models and Applications
Applied Soft Computing
Automatic management of forums via artificial immune systems
International Journal of Autonomous and Adaptive Communications Systems
All in the same boat: a "situated" model of emergent immune response
ECAL'09 Proceedings of the 10th European conference on Advances in artificial life: Darwin meets von Neumann - Volume Part I
A modified artificial immune network for feature extracting
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
A review of clonal selection algorithm and its applications
Artificial Intelligence Review
Solving traveling salesman problems by artificial immune response
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Improving linear discriminant analysis with artificial immune system-based evolutionary algorithms
Information Sciences: an International Journal
Clonal selection: an immunological algorithm for global optimization over continuous spaces
Journal of Global Optimization
A survey on optimization metaheuristics
Information Sciences: an International Journal
Genetic optimized artificial immune system in spam detection: a review and a model
Artificial Intelligence Review
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The field of Artificial Immune Systems (AIS) concerns the study and development of computationally interesting abstractions of the immune system. This survey tracks the development of AIS since its inception, and then attempts to make an assessment of its usefulness, defined in terms of 'distinctiveness' and 'effectiveness.' In this paper, the standard types of AIS are examined—Negative Selection, Clonal Selection and Immune Networks—as well as a new breed of AIS, based on the immunological 'danger theory.' The paper concludes that all types of AIS largely satisfy the criteria outlined for being useful, but only two types of AIS satisfy both criteria with any certainty.