This book constitutes the refereed proceedings of the 8th International Conference on Artificial Immune Systems, ICARIS 2009, held in York, United Kingdom, in August 2009.
The 30 revised full papers presented were carefully reviewed and selected from 55 submissions. The papers are organized in topical sections on immune system modelling, theoretical aspects of artificial immune systems, and applied artificial immune systems.
Author(s): Marzio Pennisi, Francesco Pappalardo, Santo Motta (auth.), Paul S. Andrews, Jon Timmis, Nick D. L. Owens, Uwe Aickelin, Emma Hart, Andrew Hone, Andy M. Tyrrell (eds.)
Series: Lecture Notes in Computer Science 5666 : Theoretical Computer Science and General Issues
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2009
Language: English
Pages: 343
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 -
Agent Based Modeling of Lung Metastasis-Immune System Competition....Pages 1-3
Using UML to Model EAE and Its Regulatory Network....Pages 4-6
Non-deterministic Explanation of Immune Responses: A Computer Model....Pages 7-10
Dendritic Cell Trafficking: From Immunology to Engineering....Pages 11-13
A Hybrid Agent Based and Differential Equation Model of Body Size Effects on Pathogen Replication and Immune System Response....Pages 14-18
Nonself Detection in a Two-Component Cellular Frustrated System....Pages 19-21
Questions of Function: Modelling the Emergence of Immune Response....Pages 22-26
Object-Oriented Refactoring of Existing Immune Models....Pages 27-40
Mathematical Model of HIV Superinfection and Comparative Drug Therapy....Pages 41-53
Exploration of the Dendritic Cell Algorithm Using the Duration Calculus....Pages 54-66
On AIRS and Clonal Selection for Machine Learning....Pages 67-79
A Theoretical Analysis of Immune Inspired Somatic Contiguous Hypermutations for Function Optimization....Pages 80-94
Comparing Different Aging Operators....Pages 95-108
Efficient Algorithms for String-Based Negative Selection....Pages 109-121
T Cell Receptor Signalling Inspired Kernel Density Estimation and Anomaly Detection....Pages 122-135
An Immuno-engineering Approach for Anomaly Detection in Swarm Robotics....Pages 136-150
An Immune-Inspired Approach to Qualitative System Identification of the Detoxification Pathway of Methylglyoxal....Pages 151-164
Application of AIS Based Classification Algorithms to Detect Overloaded Areas in Power System Networks....Pages 165-177
Artificial Immune System Applied to the Multi-stage Transmission Expansion Planning....Pages 178-191
Immune Learning in a Dynamic Information Environment....Pages 192-205
Unsupervised Structure Damage Classification Based on the Data Clustering and Artificial Immune Pattern Recognition....Pages 206-219
A Sense of ‘Danger’ for Windows Processes....Pages 220-233
An Immunity Inspired Real-Time Cooperative Control Framework for Networked Multi-agent Systems....Pages 234-247
Managing Diversity on an AIS That Solves 3-Colouring Problems....Pages 248-259
An Error Propagation Algorithm for Ad Hoc Wireless Networks....Pages 260-273
Grammar-Based Immune Programming for Symbolic Regression....Pages 274-287
A New Algorithm Based on Negative Selection and Idiotypic Networks for Generating Parsimonious Detector Sets for Industrial Fault Detection Applications....Pages 288-300
Parametric Modelling of a Flexible Plate Structure Using Artificial Immune System Algorithm....Pages 301-314
A Hybrid Approach for Learning Concept Hierarchy from Malay Text Using GAHC and Immune Network....Pages 315-328
An Immune Inspired Algorithm for Solving Dynamic Vehicle Dispatching Problem in a Port Container Terminal....Pages 329-342
Back Matter....Pages -
