This book constitutes the refereed proceedings of the 6th International Conference on Artificial Immune Systems, ICARIS 2007, held in Santos, Brazil, in August 2007.
The 36 revised full papers presented were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections on search and optimization, classification and clustering, anomaly detection and negative selection, robotics, control and electronics. Modeling papers, conceptual papers, as well as technical papers and general applications are also included.
Author(s): Leonardo de Mello Honório, Armando M. Leite da Silva, Daniele A. Barbosa (auth.), Leandro Nunes de Castro, Fernando José Von Zuben, Helder Knidel (eds.)
Series: Lecture Notes in Computer Science 4628 : Theoretical Computer Science and General Issues
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2007
Language: English
Pages: 440
Tags: Computation by Abstract Devices; Artificial Intelligence (incl. Robotics); Algorithm Analysis and Problem Complexity; Data Mining and Knowledge Discovery; Information Storage and Retrieval; Computational Biology/Bioinformatics
Front Matter....Pages -
A Gradient-Based Artificial Immune System Applied to Optimal Power Flow Problems....Pages 1-12
Multimodal Dynamic Optimization: From Evolutionary Algorithms to Artificial Immune Systems....Pages 13-24
NAIS: A Calibrated Immune Inspired Algorithm to Solve Binary Constraint Satisfaction Problems....Pages 25-34
A Solution Concept for Artificial Immune Networks: A Coevolutionary Perspective....Pages 35-46
Artificial Immune Systems for Classification of Petroleum Well Drilling Operations....Pages 47-58
The SUPRAIC Algorithm: A Suppression Immune Based Mechanism to Find a Representative Training Set in Data Classification Tasks....Pages 59-70
The Influence of Diversity in an Immune–Based Algorithm to Train MLP Networks....Pages 71-82
Applying Biclustering to Text Mining: An Immune-Inspired Approach....Pages 83-94
Defence Against 802.11 DoS Attacks Using Artificial Immune System....Pages 95-106
A Novel Immune Inspired Approach to Fault Detection....Pages 107-118
Towards a Novel Immune Inspired Approach to Temporal Anomaly Detection....Pages 119-130
Bankruptcy Prediction Using Artificial Immune Systems....Pages 131-141
Phase Transition and the Computational Complexity of Generating r -Contiguous Detectors....Pages 142-155
Real-Valued Negative Selection Algorithm with a Quasi-Monte Carlo Genetic Detector Generation....Pages 156-167
A Novel Fast Negative Selection Algorithm Enhanced by State Graphs....Pages 168-181
Clonal Selection Algorithms for 6-DOF PID Control of Autonomous Underwater Vehicles....Pages 182-190
An Immuno Robotic System for Humanitarian Search and Rescue (Application Stream)....Pages 191-203
The Application of a Dendritic Cell Algorithm to a Robotic Classifier....Pages 204-215
On Immune Inspired Homeostasis for Electronic Systems....Pages 216-227
Modeling Migration, Compartmentalization and Exit of Naive T Cells in Lymph Nodes Without Chemotaxis....Pages 228-239
Revisiting the Central and Peripheral Immune System....Pages 240-251
Topological Constraints in the Evolution of Idiotypic Networks....Pages 252-263
A Computational Model for the Cognitive Immune System Theory Based on Learning Classifier Systems....Pages 264-275
Motif Detection Inspired by Immune Memory....Pages 276-287
An Immune-Inspired Approach to Speckled Computing....Pages 288-299
Biological Inspiration for Artificial Immune Systems....Pages 300-311
Regulatory T Cells: Inspiration for Artificial Immune Systems....Pages 312-323
Automated Blog Design System with a Population-Based Artificial Immune Algorithm....Pages 324-335
Immune and Evolutionary Approaches to Software Mutation Testing....Pages 336-347
An Artificial Immune System Based Approach for English Grammar Checking....Pages 348-357
A Novel Clonal Selection Algorithm Based Fragile Watermarking Method....Pages 358-369
BeeAIS: Artificial Immune System Security for Nature Inspired, MANET Routing Protocol, BeeAdHoc....Pages 370-381
A Cultural Immune System for Economic Load Dispatch with Non-smooth Cost Functions....Pages 382-394
Artificial Immune System to Find a Set of k -Spanning Trees with Low Costs and Distinct Topologies....Pages 395-406
How to Obtain Appropriate Executive Decisions Using Artificial Immunologic Systems....Pages 407-419
An Artificial Immune System-Inspired Multiobjective Evolutionary Algorithm with Application to the Detection of Distributed Computer Network Intrusions....Pages 420-435
Back Matter....Pages -
