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

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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.

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Product Details

  • ISBN-13: 9783540407669
  • Publisher: Springer Berlin Heidelberg
  • Publication date: 9/29/2003
  • Series: Lecture Notes in Computer Science Series , #2787
  • Edition description: 2003
  • Edition number: 1
  • 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 Scheduling 1
An Artificial Immune System for Multimodality Image Alignment 11
Bioinformatics Data Analysis Using an Artificial Immune Network 22
An Investigation of the Negative Selection Algorithm for Fault Detection in Refrigeration Systems 34
A Role for Immunology in "Next Generation" Robot Controllers 46
Immunologic Control Framework for Automated Material Handling 57
An Immune Learning Classifier Network for Autonomous Navigation 69
Software Vaccination: An Artificial Immune System Approach to Mutation Testing 81
Memory and Selectivity in Evolving Scale-Free Immune Networks 93
Biomolecular Immunocomputing 102
Signal Processing by an Immune Type Tree Transform 111
Index Design by Immunocomputing 120
Immune-Based Framework for Exploratory Bio-information Retrieval from the Semantic Web 128
An Artificial Immune System Approach to Semantic Document Classification 136
Danger Theory: The Link between AIS and IDS? 147
A Danger Theory Inspired Approach to Web Mining 156
Meta-stable Memory in an Artificial Immune Network 168
Improved Pattern Recognition with Artificial Clonal Selection? 181
Improving SOSDM: Inspirations from the Danger Theory 194
Artificial Immune Systems and the Grand Challenge for Non-classical Computation 204
A Paratope Is Not an Epitope: Implications for Immune Network Models and Clonal Selection 217
Revisiting the Foundations of Artificial Immune Systems: A Problem-Oriented Perspective 229
Complementary Dual Detectors for Effective Classification 242
The Crossover Closure and Partial Match Detection 249
A Randomized Real-Valued Negative Selection Algorithm 261
Dynamic Function Optimisation: Comparing the Performance of Clonal Selection and Evolution Strategies 273
The Effect of Antibody Morphology on Non-self Detection 285
The Immune System as a Cognitive System: New Perspectives for Information Technology Society 296
Author Index 299
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