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Artificial immune systems : 5th international conference, ICARIS 2006, Oeiras, Portugal, September 4-6, 2006 : proceedings /
Hugues Bersini, Jorge Carneiro (eds.).
Berlin ; New York : Springer, c2006.
xii, 460 p. : ill. ; 24 cm.
3540377492 (pbk.), 9783540377498 (pbk.)
More Details
Berlin ; New York : Springer, c2006.
3540377492 (pbk.)
9783540377498 (pbk.)
catalogue key
Includes bibliographical references and index.
A Look Inside
Main Description
This book constitutes the refereed proceedings of the 5th International Conference on Artificial Immune Systems, ICARIS 2006, held in Oeiras, Portugal in September 2006. The 34 revised full papers presented were carefully reviewed and selected from 60 submissions. The papers are organized in topical sections on computer simulation of classical immunology, computer simulation of idiotypic network, immunoinformatics conceptual papers, pattern recognition type of application, optimization type of application, control and time-series type of application, danger theory inspired application, and text mining application.
Table of Contents
Computer Simulation of Classical Immunology
Did Germinal Centers Evolve Under Differential Effects of Diversity vs Affinity?p. 1
Modelling the Control of an Immune Response Through Cytokine Signallingp. 9
Modeling Influenza Viral Dynamics in Tissuep. 23
Cellular Frustration: A New Conceptual Framework for Understanding Cell-Mediated Immune Responsesp. 37
The Swarming Body: Simulating the Decentralized Defenses of Immunityp. 52
Computer Simulation of Idiotypic Network
Analysis of a Growth Model for Idiotypic Networksp. 66
Randomly Evolving Idiotypic Networks: Analysis of Building Principlesp. 81
The Idiotypic Network with Binary Patterns Matchingp. 95
Tolerance vs Intolerance: How Affinity Defines Topology in an Idiotypic Networkp. 109
ImmunoInformatics Conceptual Papers
On Permutation Masks in Hamming Negative Selectionp. 122
Gene Libraries: Coverage, Efficiency and Diversityp. 136
Immune System Modeling: The OO Wayp. 150
A Computational Model of Degeneracy in a Lymph Nodep. 164
Structural Properties of Shape-Spacesp. 178
Pattern Recognition Type of Application
Integrating Innate and Adaptive Immunity for Intrusion Detectionp. 193
A Comparative Study on Self-tolerant Strategies for Hardware Immune Systemsp. 203
On the Use of Hyperspheres in Artificial Immune Systems as Antibody Recognition Regionsp. 215
A Heuristic Detector Generation Algorithm for Negative Selection Algorithm with Hamming Distance Partial Matching Rulep. 229
A Novel Approach to Resource Allocation Mechanism in Artificial Immune Recognition System: Fuzzy Resource Allocation Mechanism and Application to Diagnosis of Atherosclerosis Diseasep. 244
Recognition of Handwritten Indie Script Using Clonal Selection Algorithmp. 256
Optimization Type of Application
Diophantine Benchmarks for the B-Cell Algorithmp. 267
A Population Adaptive Based Immune Algorithm for Solving Multi-objective Optimization Problemsp. 280
Omni-aiNet: An Immune-Inspired Approach for Omni Optimizationp. 294
Immune Procedure for Optimal Scheduling of Complex Energy Systemsp. 309
Aligning Multiple Protein Sequences by Hybrid Clonal Selection Algorithm with Insert-Remove-Gaps and BlockShuffling Operatorsp. 321
Control and Time-Series Type of Application
Controlling the Heating System of an Intelligent Home with an Artificial Immune Systemp. 335
Don't Touch Me, I'm Fine: Robot Autonomy Using an Artificial Innate Immune Systemp. 349
Price Trackers Inspired by Immune Memoryp. 362
Theoretical Basis of Novelty Detection in Time Series Using Negative Selection Algorithmsp. 376
Danger Theory Inspired Application
Danger Is Ubiquitous: Detecting Malicious Activities in Sensor Networks Using the Dendritic Cell Algorithmp. 390
Articulation and Clarification of the Dendritic Cell Algorithmp. 404
Text Mining Application
Immune-Inspired Adaptive Information Filteringp. 418
An Immune Network for Contextual Text Data Clusteringp. 432
An Immunological Filter for Spamp. 446
Author Indexp. 459
Table of Contents provided by Ingram. All Rights Reserved.

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