Artificial Immune Systems: Second International Conference, ICARIS 2003, Edinburgh, UK, September 1-3, 2003, Proceedings / Edition 1

Artificial Immune Systems: Second International Conference, ICARIS 2003, Edinburgh, UK, September 1-3, 2003, Proceedings / Edition 1

by Jon Timmis
     
 

This book constitutes the refereed proceedings of the Second International Conference on Artificial Immune Systems, ICARIS 2003, held in Edinburgh, UK in September 2003.

The 27 revised full papers presented were carefully reviewed and selected from 41 submissions. The book presents the first coherent account of the state of the art in artificial immune systems

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Overview

This book constitutes the refereed proceedings of the Second International Conference on Artificial Immune Systems, ICARIS 2003, held in Edinburgh, UK in September 2003.

The 27 revised full papers presented were carefully reviewed and selected from 41 submissions. The book presents the first coherent account of the state of the art in artificial immune systems reserch. The papers are organized in topical sections on applications of artificial immune systems, immunocomputing, emerging metaphors, augmentation of artificial immune systems algorithms, theory of artificial immune systems, and representations and operators.

Product Details

ISBN-13:
9783540407669
Publisher:
Springer Berlin Heidelberg
Publication date:
09/29/2003
Series:
Lecture Notes in Computer Science Series, #2787
Edition description:
2003
Pages:
304
Product dimensions:
9.21(w) x 6.14(h) x 0.67(d)

Table of Contents

Use of an Artificial Immune System for Job Shop Scheduling1
An Artificial Immune System for Multimodality Image Alignment11
Bioinformatics Data Analysis Using an Artificial Immune Network22
An Investigation of the Negative Selection Algorithm for Fault Detection in Refrigeration Systems34
A Role for Immunology in "Next Generation" Robot Controllers46
Immunologic Control Framework for Automated Material Handling57
An Immune Learning Classifier Network for Autonomous Navigation69
Software Vaccination: An Artificial Immune System Approach to Mutation Testing81
Memory and Selectivity in Evolving Scale-Free Immune Networks93
Biomolecular Immunocomputing102
Signal Processing by an Immune Type Tree Transform111
Index Design by Immunocomputing120
Immune-Based Framework for Exploratory Bio-information Retrieval from the Semantic Web128
An Artificial Immune System Approach to Semantic Document Classification136
Danger Theory: The Link between AIS and IDS?147
A Danger Theory Inspired Approach to Web Mining156
Meta-stable Memory in an Artificial Immune Network168
Improved Pattern Recognition with Artificial Clonal Selection?181
Improving SOSDM: Inspirations from the Danger Theory194
Artificial Immune Systems and the Grand Challenge for Non-classical Computation204
A Paratope Is Not an Epitope: Implications for Immune Network Models and Clonal Selection217
Revisiting the Foundations of Artificial Immune Systems: A Problem-Oriented Perspective229
Complementary Dual Detectors for Effective Classification242
The Crossover Closure and Partial Match Detection249
A Randomized Real-Valued Negative Selection Algorithm261
Dynamic Function Optimisation: Comparing the Performance of Clonal Selection and Evolution Strategies273
The Effect of Antibody Morphology on Non-self Detection285
The Immune System as a Cognitive System: New Perspectives for Information Technology Society296
Author Index299

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