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Artificial Immune Systems(人工免疫系统/会议录)

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Artificial Immune Systems(人工免疫系统/会议录)

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作 者:GiuseppeNicosia,VincenzoCutello,PeterJohnBentley,Jonathan Ian Timmis 著

出 版 社:北京燕山出版社

出版时间:2004-11-1

I S B N:3540230971

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内容简介

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.

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目录

Applications of Artificial Immune Systems(Technical Stream)
Negative Selection Algorithm for Aircraft Fault Detection
A Hierarchical Immune Network Applied to Gene Expression Data
Artificial Immune Regulation (AIR) for Model-Based Fault Diagnosis
Optimal Circuit Design Using Immune Algorithm
Conceptual, Formal, and Theoretical Frameworks(Conceptual Stream)
Towards a Conceptual Framework for Artificial Immune Systems
Immunologic Responses Manipulation of AIS Agents
Optima, Extrema, and Artificial Immune Systems
Artificial Immune Systems for Robotics(Technical Stream)
An Immuno Control Framework for Decentralized Mechatronic Control
AIS Based Robot Navigation in a Rescue Scenario
Reactive Immune Network Based Mobile Robot Navigation
Emerging Metaphors (Conceptual Stream)
A Fractal Immune Network
Nootropia: A User Profiling Model Based on a Self-Organising Term Network
Towards Danger Theory Based Artificial APC Model:Novel Metaphor for Danger Susceptible Data Codons
Online Negative Databases
Special Session on Immunoinformatics
Definition of MHC Supertypes Through Clustering of MHC Peptide Binding Repertoires
BcePred: Prediction of Continuous B-Cell Epitopes in Antigenic Sequences Using Physico-chemical Properties
Integration of Immune Models Using Petri Nets
MHC Class I Epitope Binding Prediction Trained on Small Data Sets
Theoretical and Experimental Studies on Artificial Immune Systems (Technical Stream)
Convergence Analysis of a Multiobjective Artificial Immune System Algorithm
A Comparison of Immune and Neural Computing for Two Reai-Life Tasks of Pattern Recognition
An Artificial Immune System Based Visual Analysis Model and Its Real-Time Terrain Surveillance Application
Exploring the Capability of Immune Algorithms:A Characterization of Hypermutation Operators
Future Applications(Conceptual Stream)
Networks(Technical Stream)
Modelling(Conceptual Stream)
Distinguishing Properties of Artificial Immune Systems(Conceptual Stream)
Author Index

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