This book constitutes the refereed proceedings of the 4th International Conference on Artificial Immune Systems, ICARIS 2005, held in Banff, Alberta, Canada, in August 2005.
The 37 revised full papers presented were carefully reviewed and selected from 68 submissions. The papers are organized in topical sections on conceptual, formal, and theoretical frameworks, immunoinformatics, theoretical and experimental studies on artificial immune systems, and applications of artificial immune systems.
Author(s): Peter J. Bentley, Gordana Novakovic, Anthony Ruto (auth.), Christian Jacob, Marcin L. Pilat, Peter J. Bentley, Jonathan I. Timmis (eds.)
Series: Lecture Notes in Computer Science 3627 : Theoretical Computer Science and General Issues
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2005
Language: English
Pages: 508
Tags: Computation by Abstract Devices; Artificial Intelligence (incl. Robotics); Algorithm Analysis and Problem Complexity; Database Management; Information Storage and Retrieval; Bioinformatics
Front Matter....Pages -
Fugue : An Interactive Immersive Audiovisualisation and Artwork Using an Artificial Immune System....Pages 1-12
Clonal Selection Algorithms: A Comparative Case Study Using Effective Mutation Potentials....Pages 13-28
Not All Balls Are Round: An Investigation of Alternative Recognition-Region Shapes....Pages 29-42
A Generic Framework for Population-Based Algorithms, Implemented on Multiple FPGAs....Pages 43-55
An AIS-Based Dynamic Routing (AISDR) Framework....Pages 56-71
Biomolecular Immune-Computer: Theoretical Basis and Experimental Simulator....Pages 72-85
What Have Gene Libraries Done for AIS?....Pages 86-99
Why the First Glass of Wine Is Better Than the Seventh....Pages 100-111
Towards a Conceptual Framework for Innate Immunity....Pages 112-125
Inspiration for the Next Generation of Artificial Immune Systems....Pages 126-138
Two Ways to Grow Tissue for Artificial Immune Systems....Pages 139-152
Introducing Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection....Pages 153-167
Cooperative Automated Worm Response and Detection ImmuNe ALgorithm(CARDINAL) Inspired by T-Cell Immunity and Tolerance....Pages 168-181
Mathematical Modeling of Immune Suppression....Pages 182-192
Evaluating Theories of Immunological Memory Using Large-Scale Simulations....Pages 193-206
The Quaternion Model of Artificial Immune Response....Pages 207-219
A Comparative Study on Modeling Strategies for Immune System Dynamics Under HIV-1 Infection....Pages 220-233
Handling Constraints in Global Optimization Using an Artificial Immune System....Pages 234-247
Multiobjective Optimization by a Modified Artificial Immune System Algorithm....Pages 248-261
A Comparative Study of Real-Valued Negative Selection to Statistical Anomaly Detection Techniques....Pages 262-275
Immunity from Spam: An Analysis of an Artificial Immune System for Junk Email Detection....Pages 276-289
Adaptive Radius Immune Algorithm for Data Clustering....Pages 290-303
Quantum-Inspired Immune Clonal Algorithm....Pages 304-317
A Markov Chain Model of the B-Cell Algorithm....Pages 318-330
Fuzzy Continuous Petri Net-Based Approach for Modeling Helper T Cell Differentiation....Pages 331-338
A Peer-to-Peer Blacklisting Strategy Inspired by Leukocyte-Endothelium Interaction....Pages 339-352
Self-regulating Method for Model Library Based Artificial Immune Systems....Pages 353-365
Polymorphism and Danger Susceptibility of System Call DASTONs....Pages 366-374
General Suppression Control Framework: Application in Self-balancing Robots....Pages 375-388
Application of an Artificial Immune System in a Compositional Timbre Design Technique....Pages 389-403
Immunising Automated Teller Machines....Pages 404-417
Fault Detection Algorithm for Telephone Systems Based on the Danger Theory....Pages 418-431
Design and Simulation of a Biological Immune Controller Based on Improved Varela Immune Network Model....Pages 432-441
Applying the Clonal Selection Principle to Find Flexible Job-Shop Schedules....Pages 442-455
The Medical Applications of Attribute Weighted Artificial Immune System (AWAIS): Diagnosis of Heart and Diabetes Diseases....Pages 456-468
Designing Ensembles of Fuzzy Classification Systems: An Immune-Inspired Approach....Pages 469-482
Application Areas of AIS: The Past, The Present and The Future....Pages 483-497
Back Matter....Pages -
