Artficial Immune Systems and Their Applications
Artficial Immune Systems and Their Applications
Artificial Immune Systems: A New Computational Intelligence Paradigm
Artificial Immune Systems: A New Computational Intelligence Paradigm
AINE: An Immunological Approach to Data Mining
ICDM '01 Proceedings of the 2001 IEEE International Conference on Data Mining
Immunocomputing: Principles and Applications
Immunocomputing: Principles and Applications
Immunity-Based Systems
Is negative selection appropriate for anomaly detection?
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
An evolutionary algorithm to generate hyper-ellipsoid detectors for negative selection
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
How Do We Evaluate Artificial Immune Systems?
Evolutionary Computation
Immune anomaly detection enhanced with evolutionary paradigms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A new classifier based on resource limited artificial immune systems
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Revisiting Negative Selection Algorithms
Evolutionary Computation
Dendritic cells for SYN scan detection
Proceedings of the 9th annual conference on Genetic and evolutionary computation
An artificial immune system with partially specified antibodies
Proceedings of the 9th annual conference on Genetic and evolutionary computation
A hardware/software partitioning algorithm based on artificial immune principles
Applied Soft Computing
Immune system approaches to intrusion detection --- a review
Natural Computing: an international journal
An Artificial Immune Network Approach for Pattern Recognition
ICNC '07 Proceedings of the Third International Conference on Natural Computation - Volume 03
An Efficient Artificial Immune Network with Elite-Learning
ICNC '07 Proceedings of the Third International Conference on Natural Computation - Volume 04
Evolution Induced Secondary Immunity: An Artificial Immune System Based Intrusion Detection System
CISIM '08 Proceedings of the 2008 7th Computer Information Systems and Industrial Management Applications
ICAIS: A Novel Incremental Clustering Algorithm Based on Artificial Immune Systems
ICICSE '08 Proceedings of the 2008 International Conference on Internet Computing in Science and Engineering
A sense of danger: dendritic cells inspired artificial immune system for manet security
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Improving accuracy of immune-inspired malware detectors by using intelligent features
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Optimizing task schedules using an artificial immune system approach
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Theoretical advances in artificial immune systems
Theoretical Computer Science
Multiobjective immune algorithm with nondominated neighbor-based selection
Evolutionary Computation
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
MOBAIS: A Bayesian Artificial Immune System for Multi-Objective Optimization
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
A Multi-Objective Multipopulation Approach for Biclustering
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Credit Card Fraud Detection with Artificial Immune System
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Further Exploration of the Dendritic Cell Algorithm: Antigen Multiplier and Time Windows
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Dynamic Polymorphic Agents Scheduling and Execution Using Artificial Immune Systems
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
AIS-Based Bootstrapping of Bayesian Networks for Identifying Protein Energy Route
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
A Neuro-Immune Inspired Robust Real Time Visual Tracking System
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
A Neuro-Immune Algorithm to Solve the Capacitated Vehicle Routing Problem
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Flexible Immune Network Recognition System for Mining Heterogeneous Data
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
An Artificial Immune System for Evolving Amino Acid Clusters Tailored to Protein Function Prediction
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Optimization of Steel Catenary Risers for Offshore Oil Production Using Artificial Immune System
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
An Idiotypic Immune Network as a Short-Term Learning Architecture for Mobile Robots
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
The Deterministic Dendritic Cell Algorithm
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
An Empirical Study of Self/Non-self Discrimination in Binary Data with a Kernel Estimator
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
AIS Based Distributed Wireless Sensor Network for Mobile Search and Rescue Robot Tracking
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
An Immune System Based Multi-robot Mobile Agent Network
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
A Virtual and Real HCI System Based on Artificial Immune System
WGEC '08 Proceedings of the 2008 Second International Conference on Genetic and Evolutionary Computing
Feature Subset Selection by Means of a Bayesian Artificial Immune System
HIS '08 Proceedings of the 2008 8th International Conference on Hybrid Intelligent Systems
A Modified Resource Limited Artificial Immune System
ISECS '08 Proceedings of the 2008 International Symposium on Electronic Commerce and Security
IIH-MSP '08 Proceedings of the 2008 International Conference on Intelligent Information Hiding and Multimedia Signal Processing
Immunological Computation: Theory and Applications
Immunological Computation: Theory and Applications
Research on Vehicle Image Classifier Based on Concentration Regulating of Immune Clonal Selection
ICNC '08 Proceedings of the 2008 Fourth International Conference on Natural Computation - Volume 06
A Complex Artificial Immune System
ICNC '08 Proceedings of the 2008 Fourth International Conference on Natural Computation - Volume 06
Artificial Immune Recognition System for DNA Microarray Data Analysis
ICNC '08 Proceedings of the 2008 Fourth International Conference on Natural Computation - Volume 06
Network Fault Diagnosis: An Artificial Immune System Approach
ICPADS '08 Proceedings of the 2008 14th IEEE International Conference on Parallel and Distributed Systems
A Novel Intrusion Detection Model Based on Danger Theory
PACIIA '08 Proceedings of the 2008 IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application - Volume 02
BAIS: A Bayesian Artificial Immune System for the effective handling of building blocks
Information Sciences: an International Journal
On average time complexity of evolutionary negative selection algorithms for anomaly detection
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Medical Image Registration Based on More Features and Artificial Immune Algorithm
JCAI '09 Proceedings of the 2009 International Joint Conference on Artificial Intelligence
Information fusion for anomaly detection with the dendritic cell algorithm
Information Fusion
ICARIS '09 Proceedings of the 8th International Conference on Artificial Immune Systems
A Sense of `Danger' for Windows Processes
ICARIS '09 Proceedings of the 8th International Conference on Artificial Immune Systems
A hybrid fuzzy neuro-immune network based on multi-epitope approach
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
MILA: multilevel immune learning algorithm
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
Phase transition and the computational complexity of generating r-contiguous detectors
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
Real-valued negative selection algorithm with a Quasi-Monte Carlo genetic detector generation
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
A novel fast negative selection algorithm enhanced by state graphs
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
The application of a dendritic cell algorithm to a robotic classifier
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
Immune and evolutionary approaches to software mutation testing
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
How to obtain appropriate executive decisions using artificial immunologic systems
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
A novel negative selection algorithm with an array of partial matching lengths for each detector
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Randomly evolving idiotypic networks: analysis of building principles
ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems
On permutation masks in hamming negative selection
ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems
ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems
Omni-aiNet: an immune-inspired approach for omni optimization
ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems
Price trackers inspired by immune memory
ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems
ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems
Articulation and clarification of the dendritic cell algorithm
ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems
An immune network for contextual text data clustering
ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems
Introducing dendritic cells as a novel immune-inspired algorithm for anomaly detection
ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
Learning and optimization using the clonal selection principle
IEEE Transactions on Evolutionary Computation
An Immune Algorithm for Protein Structure Prediction on Lattice Models
IEEE Transactions on Evolutionary Computation
The abstract immune system algorithm
UC'07 Proceedings of the 6th international conference on Unconventional Computation
A modified artificial immune network for feature extracting
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
Tunable immune detectors for behaviour-based network intrusion detection
ICARIS'11 Proceedings of the 10th international conference on Artificial immune systems
Immunodomaince based Clonal Selection Clustering Algorithm
Applied Soft Computing
An artificial immune classifier for credit scoring analysis
Applied Soft Computing
Artificial Immune Systems: Models, Applications, and challenges
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Handling disruptions in manufacturing systems: An immune perspective
Engineering Applications of Artificial Intelligence
Biological plausibility in optimisation: an ecosystemic view
International Journal of Bio-Inspired Computation
A novel micro-population immune multiobjective optimization algorithm
Computers and Operations Research
A survey on optimization metaheuristics
Information Sciences: an International Journal
Autonomous Mobile Robot Navigation using Artificial Immune System
Proceedings of Conference on Advances In Robotics
A new hybrid differential evolution with simulated annealing and self-adaptive immune operation
Computers & Mathematics with Applications
RFID reader anti-collision algorithm using adaptive hierarchical artificial immune system
Expert Systems with Applications: An International Journal
Negative selection algorithm based on grid file of the feature space
Knowledge-Based Systems
Hybrid email spam detection model with negative selection algorithm and differential evolution
Engineering Applications of Artificial Intelligence
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The immune system is a remarkable information processing and self learning system that offers inspiration to build artificial immune system (AIS). The field of AIS has obtained a significant degree of success as a branch of Computational Intelligence since it emerged in the 1990s. This paper surveys the major works in the AIS field, in particular, it explores up-to-date advances in applied AIS during the last few years. This survey has revealed that recent research is centered on four major AIS algorithms: (1) negative selection algorithms; (2) artificial immune networks; (3) clonal selection algorithms; (4) Danger Theory and dendritic cell algorithms. However, other aspects of the biological immune system are motivating computer scientists and engineers to develop new models and problem solving methods. Though an extensive amount of AIS applications has been developed, the success of these applications is still limited by the lack of any exemplars that really stand out as killer AIS applications.