Exploiting the Analogy between the Immune System and Sparse Distributed Memories
Genetic Programming and Evolvable Machines
Using a threshold function to determine the status of lymphocytes in the artificial immune system
SAICSIT '03 Proceedings of the 2003 annual research conference of the South African institute of computer scientists and information technologists on Enablement through technology
An Immune-Evolutionary Algorithm for Multiple Rearrangements of Gene Expression Data
Genetic Programming and Evolvable Machines
An artificial immune system approach to document clustering
Proceedings of the 2005 ACM symposium on Applied computing
A New Approach of Data Clustering Using a Flock of Agents
Evolutionary Computation
Immune-inspired incremental feature selection technology to data streams
Applied Soft Computing
An evolutionary data clustering algorithm
ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
Immune-based evolutionary algorithm for fabric evaluation
Mathematics and Computers in Simulation
Theoretical advances in artificial immune systems
Theoretical Computer Science
Multi-robot Cooperation Based on Hierarchical Reinforcement Learning
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
An Algorithm of Decentralized Artificial Immune Network and Its Implementation
SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
A New Self-adjusting Immune Genetic Algorithm
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Immune K-means and negative selection algorithms for data analysis
Information Sciences: an International Journal
Behavioral analysis of cooperative/competitive antibody dynamics in garbage cleaning applications
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Theoretical advances of intelligent paradigms
An Expanded Lateral Interactive Clonal Selection Algorithm and Its Application
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Association based immune network for multimodal function optimization
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Gene transposon based clonal selection algorithm for clustering
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Parallel Artificial Immune Clustering Algorithm Based on Granular Computing
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
On AIRS and Clonal Selection for Machine Learning
ICARIS '09 Proceedings of the 8th International Conference on Artificial Immune Systems
ICARIS '09 Proceedings of the 8th International Conference on Artificial Immune Systems
Anomaly detection inspired by immune network theory: a proposal
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Design of an Artificial Immune System for fault detection: A Negative Selection Approach
Expert Systems with Applications: An International Journal
The effect of binary matching rules in negative selection
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
Predication based immune network for multimodal function optimization
Engineering Applications of Artificial Intelligence
A solution concept for artificial immune networks: a coevolutionary perspective
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
Research of immune neural network model based on extenics
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Adaptive immune response network model
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
A review of evolutionary and immune-inspired information filtering
Natural Computing: an international journal
Structure versus function: a topological perspective on immune networks
Natural Computing: an international journal
An immune memory clonal algorithm for numerical and combinatorial optimization
Frontiers of Computer Science in China
Collaborative RFID intrusion detection with an artificial immune system
Journal of Intelligent Information Systems
A hybrid approach for learning concept hierarchy from Malay text using artificial immune network
Natural Computing: an international journal
Natural Computing: an international journal
Shot retrieval based on fuzzy evolutionary aiNet and hybrid features
Computers in Human Behavior
A novel parallel clustering algorithm based on artificial immune network using nVidia CUDA framework
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: design and development approaches - Volume Part I
Immunodomaince based Clonal Selection Clustering Algorithm
Applied Soft Computing
Intrusion detection based on ART and artificial immune network clustering
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
A two-phase clustering algorithm based on artificial immune network
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Clone mind evolution algorithm
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
A combinational clustering method based on artificial immune system and support vector machine
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Artificial immune system for medical data classification
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III
On diversity and artificial immune systems: incorporating a diversity operator into ainet
WIRN'05 Proceedings of the 16th Italian conference on Neural Nets
Key frame extraction based on evolutionary artificial immune network
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
GISMOO: A new hybrid genetic/immune strategy for multiple-objective optimization
Computers and Operations Research
Predictive analysis of blood gasometry parameters related to the infants respiration insufficiency
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
Research on clone mind evolution algorithm
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
A novel clustering algorithm based on immune network with limited resource
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Unsupervised anomaly detection based n an evolutionary artificial immune network
EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
Gene transposon based clone selection algorithm for automatic clustering
Information Sciences: an International Journal
Artificial Immune Systems: Models, Applications, and challenges
Proceedings of the 27th Annual ACM Symposium on Applied Computing
An artificial immune system approach to associative classification
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part I
A constructive particle swarm algorithm for fuzzy clustering
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Journal of Intelligent Manufacturing
AC-CS: an immune-inspired associative classification algorithm
ICARIS'12 Proceedings of the 11th international conference on Artificial Immune Systems
ICARIS'12 Proceedings of the 11th international conference on Artificial Immune Systems
Relationships of swarm intelligence and artificial immune system
International Journal of Bio-Inspired Computation
A survey on optimization metaheuristics
Information Sciences: an International Journal
Parallel artificial immune system for the constrained graph list multicolouring problem
International Journal of Metaheuristics
International Journal of Computational Vision and Robotics
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This paper explores basic aspects of the immune system and proposes a novel immune network model with the main goals of clustering and filtering unlabeled numerical data sets. It is not our concern to reproduce with confidence any immune phenomenon, but to show that immune concepts can be used to develop powerful computational tools for data processing. As important results of our model, the network evolved will be capable of reducing redundancy, describing data structure, including the shape of the clusters. The network will be implemented in association with a statistical inference technique, and its performance will be illustrated using two benchmark problems. The paper is concluded with a trade-off between the proposed network and artificial neural networks used to perform unsupervised learning.