Artificial Immune Systems: Third International Conference, ICARIS 2004, Catania, Sicily, Italy, September 13-16, 2004 Proceedings

by Nicosia, Giuseppe; Cutello, Vincenzo; Bentley, Peter J.; Timmis, Jonathan

• ISBN13: 9783540230977
• ISBN10: 3540230971
• Format: Paperback
• Copyright: 2004-11-15
• Publisher: Springer Verlag

Summary

This book constitutes the refereed proceedings of the Third International Conference on Artificial Immune Systems, ICARIS 2004, held in Catania, Sicily, Italy, in September 2004. The 34 revised full papers presented were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections on applications of artificial immune systems; conceptual, formal, and theoretical frameworks; artificial immune systems for robotics; emerging metaphors; immunoinformatics; theoretical and experimental studies; future applications; networks; modeling; and distinguishing properties of artificial immune systems.

Table of Contents

Applications of Artificial Immune Systems (Technical Stream)
Negative Selection Algorithm for Aircraft Fault Detection	1	(13)
D. Dasgupta, K. KrishnaKumar, D. Wong, M. Berry
A Hierarchical Immune Network Applied to Gene Expression Data	14	(14)
George B. Bezerra, Leandro N. de Castro, Fernando J. Von Zuben
Artificial Immune Regulation (AIR) for Model-Based Fault Diagnosis ....	28	(14)
Guan-Chun Luh, Chun-Yin Wu, Wei-Chong Cheng
Optimal Circuit Design Using Immune Algorithm	42	(11)
Adem Kalinli
Conceptual, Formal, and Theoretical Frameworks (Conceptual Stream)
Towards a Conceptual Framework for Artificial Immune Systems	53	(12)
Susan Stepney, Robert E. Smith, Jonathan Timmis, Andy M. Tyrrell
Immunologic Responses Manipulation of AIS Agents	65	(15)
Henry Y.K. Lau, Vicky W.K. Wong
Optima, Extrema, and Artificial Immune Systems	80	(11)
Andrew Hone, Johnny Kelsey
Artificial Immune Systems for Robotics (Technical Stream)
An Immuno Control Framework for Decentralized Mechatronic Control	91	(15)
Albert Ko, H. Y.K. Lau, T.L. Lau
AIS Based Robot Navigation in a Rescue Scenario	106	(13)
Michael Krautmacher, Werner Dilger
Reactive Immune Network Based Mobile Robot Navigation	119	(14)
Guan-Chun Luh, Wei-Wen Liu
Emerging Metaphors (Conceptual Stream)
A Fractal Immune Network	133	(13)
Peter J. Bentley, Jon Timmis
Nootropia: A User Profiling Model Based on a Self-Organising Term Network	146	(15)
Nikolaos Nanas, Victoria S. Uren, Anne de Roeck
Towards Danger Theory Based Artificial APC Model: Novel Metaphor for Danger Susceptible Data Codons	161	(14)
Anjum Iqbal, Mohd Aizani Maarof
Online Negative Databases	175	(14)
Fernando Esponda, Elena S. Ackley, Stephanie Forrest, Paul Helman
Special Session on Immunoinformatics
Definition of MHC Supertypes Through Clustering of MHC Peptide Binding Repertoires	189	(8)
Pedro A. Reche, Ellis L. Reinherz
BcePred: Prediction of Continuous B-Cell Epitopes in Antigenic Sequences Using Physico-chemical Properties	197	(8)
Sudipto Saha, G.P.S. Raghava
Integration of Immune Models Using Petri Nets	205	(12)
Dokyun Na, Inho Park, Kwang H. Lee, Doheon Lee
MHC Class I Epitope Binding Prediction Trained on Small Data Sets	217	(9)
Claus Lundegaard, Morten Nielsen, Kasper Lamberth, Peder Worning, Christina Sylvester-Hvid, Soren Buus, Soren Brunak, Ole Lund
Theoretical and Experimental Studies on Artificial Immune Systems (Technical Stream)
Convergence Analysis of a Multiobjective Artificial Immune System Algorithm	226	(10)
Mario Villalobos-Arias, Carlos A. Coello Coello, Onésimo Hernandez-Lerma
A Comparison of Immune and Neural Computing for Two Real-Life Tasks of Pattern Recognition	236	(14)
Alexander 0. Tarakanov, Yuri A. Tarakanov
An Artificial Immune System Based Visual Analysis Model and Its Real-Time Terrain Surveillance Application	250	(13)
Gyorgy Cserey, Wolfgang Porod, Tamás Roska
Exploring the Capability of Immune Algorithms: A Characterization of Hypermutation Operators	263	(14)
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
Future Applications (Conceptual Stream)
Exploiting Immunological Properties for Ubiquitous Computing Systems	277	(13)
Philipp H. Mohr, Nick Ryan, Jon Timmis
A Robust Immune Based Approach to the Iterated Prisoner's Dilemma	290	(12)
Oscar M. Alonso, Fernando Nino, Marcos Velez
Artificial Innate Immune System: An Instant Defence Layer of Embryonics	302	(14)
X. Zhang, G. Dragffy, A. G. Pipe, Q.M. Zhu
Immune System Approaches to Intrusion Detection - A Review	316	(14)
Uwe Aickelin, Julie Greensmith, Jamie Twycross
Multimodal Search with Immune Based Genetic Programming	330	(12)
Yoshihiko Hasegawa, Hitoshi Iba
Networks (Technical Stream)
An Artificial Immune System for Misbehavior Detection in Mobile Ad-Hoc Networks with Virtual Thymus, Clustering, Danger Signal, and Memory Detectors	342	(15)
Slavisa Sarafijanovic, Jean-Yves Le Boudec
Developing Efficient Search Algorithms for P2P Networks Using Proliferation and Mutation	357	(15)
Niloy Ganguly, Andreas Deutsch
Modelling (Conceptual Stream)
A Game-Theoretic Approach to Artificial Immune Networks	372	(14)
Marcos Velez, Fernando Nino, Oscar M. Alonso
Modelling Immune Memory for Prediction and Computation	386	(14)
W.O. Wilson, S.M. Garrett
Immunity Through Swarms: Agent-Based Simulations of the Human Immune System	400	(13)
Christian Jacob, Julius Litorco, Leo Lee
Distinguishing Properties of Artificial Immune Systems (Conceptual Stream)
Studies on the Implications of Shape-Space Models forldiotypic Networks	413	(14)
Emma Hart, Peter Ross
Exploiting Parallelism Inherent in AIRS, an Artificial Iminune Classifier	427	(12)
Andrew Watkins, Jon Timmis
An Overview of Computational and Theoretical Immunology	439	(4)
Alan S. Perelson
Author Index	443