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Artificial Immune Systems: 9th International Conference, ICARIS 2010, Edinburgh, UK, July 26-29, 2010, Proceedings [Pehme köide]

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  • Formaat: Paperback / softback, 329 pages, 86 Illustrations, black and white; XI, 329 p. 86 illus., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 6209
  • Ilmumisaeg: 15-Jul-2010
  • Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 3642145469
  • ISBN-13: 9783642145469
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  • Formaat: Paperback / softback, 329 pages, 86 Illustrations, black and white; XI, 329 p. 86 illus., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 6209
  • Ilmumisaeg: 15-Jul-2010
  • Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 3642145469
  • ISBN-13: 9783642145469
Arti cial immune systems (AIS) is a diverse and maturing area of research that bridges the disciplines of immunology and computation. The original research impetus in AIS had a clear focus on applying immunological principles to c- putationalproblemsinpracticaldomainssuchascomputersecurity,datamining and optimization. As the ?eld has matured, it has diversi ed such that we now see a growing interest in formalizing the theoretical properties of earlier - proaches, elaborating underlying relationships between applied computational models and those from theoretical immunology, as well a return to the roots of the domain in which the methods of computer science are being applied to - munological modelling problems. Following the trends in the ?eld, the ICARIS conference intends to provide a forum for all these perspectives. The 9th InternationalConference on AIS (ICARIS 2010)built on the success of previous years, providing a convenient vantage point for broader re ection as it returned to Edinburgh, the venue of the Second ICARIS in 2003. This time, the conference was hosted by Edinburgh Napier University at its Craiglockhart Campus, recently reopened after extensive refurbishment which has resulted in a stunning building and state-of-the-art facilities. The extent to which the ?eld has matured over the preceding years is clear; a substantial track of theor- ical research now underpins the discipline. The applied stream has expanded in its outlook, and has examples of AIS algorithms being applied across a wide spectrum of practicalproblems,rangingfrom sensornetworksto semi-conductor design.
Immune System Modelling
A Petri Net Model of Granulomatous Inflammation
1(3)
Luca Albergante
Jon Timmis
Paul Andrews
Lynette Beattie
Paul M. Kaye
Defining a Simulation Strategy for Cancer Immunocompetence
4(14)
Grazziela P. Figueredo
Uwe Aickelin
Theoretical Artificial Immune Systems
Clonal Selection from First Principles
18(15)
Chris McEwan
Emma Hart
Density Preservation and Vector Quantization in Immune-Inspired Algorithms
33(14)
Alisson G. Azzolini
Ricardo P.V. Violato
Fernando J. Von Zuben
Immune Inspired Information Filtering in a High Dimensional Space
47(14)
Nikolaos Nanas
Stefanos Kodovas
Manolis Vavalis
Elias Houstis
On the Benefits of Aging and the Importance of Details
61(14)
Thomas Jansen
Christine Zarges
Classifying in the Presence of Uncertainty: A DCA Perspective
75(13)
Robert Oates
Graham Kendall
Jonathan M. Garibaldi
Insights into the Antigen Sampling Component of the Dendritic Cell Algorithm
88(14)
Chris. J. Musselle
FDCM: A Fuzzy Dendritic Cell Method
102(14)
Zeineb Chelly
Zied Elouedi
Modular RADAR: An Immune System Inspired Search and Response Strategy for Distributed Systems
116(14)
Soumya Banerjee
Melanie Moses
Applied Artificial Immune Systems
A Faster Clonal Selection Algorithm for Expensive Optimization Problems
130(14)
Heder S. Bernardino
Helio J.C. Barbosa
Leonardo G. Fonseca
An Information-Theoretic Approach for Clonal Selection Algorithms
144(14)
Vincenzo Cutello
Giuseppe Nicosia
Mario Pavone
Giovanni Stracquadanio
Antibodies with Adaptive Radius as Prototypes of High-Dimensional Datasets
158(13)
Ricardo P.V. Violato
Alisson G. Azzolini
Fernando J. Von Zuben
GAIS: A Gaussian Artificial Immune System for Continuous Optimization
171(14)
Pablo A.D. Castro
Fernando Jose Von Zuben
An Immune Algorithm for Minimum Interference Channel Assignment in Multi-radio Wireless Mesh Networks
185(14)
Su-Wei Tan
A Developmental and Immune-Inspired Dynamic Task Allocation Algorithm for Microprocessor Array Systems
199(14)
Yang Liu
Jon Timmis
Omer Qadir
Gianluca Tempesti
Andy Tyrrell
An Immunological Algorithm for Doping Profile Optimization in Semiconductors Design
213(10)
Giovanni Stracquadanio
Concetta Drago
Vittorio Romano
Giuseppe Nicosia
QML-AiNet: An Immune-Inspired Network Approach to Qualitative Model Learning
223(14)
Wei Pang
George M. Coghill
Biomedical Article Classification Using an Agent-Based Model of T-Cell Cross-Regulation
237(13)
Alaa Abi-Haidar
Luis M. Rocha
An Artificial Immune System Approach for Artificial Chemistries Based on Set Rewriting
250(14)
Daniel Schreckling
Tobias Marklscheffel
Further Experimentation with Hybrid Immune Inspired Network Intrusion Detection
264(12)
Robert L. Fanelli
Danger Theory and Intrusion Detection: Possibilities and Limitations of the Analogy
276(14)
Mark Vella
Marc Roper
Sotirios Terzis
Electronic Fraud Detection for Video-on-Demand System Using Hybrid Immunology-Inspired Algorithms
290(14)
Rentian Huang
Hissam Tawfik
Atulya Nagar
PerAda Workshop on Novel Applications of Bio-inspired Computing to Pervasive Adaptive Systems
Converging Bio-inspired Robotics and Socio-inspired Agents for Intelligent Transportation Systems
304(3)
Jeremy Pitt
Yiannis Demiris
John Polak
On Homeostasis in Collective Robotic Systems
307(3)
Jon Timmis
Andy Tyrrell
Can a Developmental AIS Provide Immunity to a Multi-cellular Robotics System?
310(2)
Maizura Mokhtar
Yang Liu
Using Virtual Embryogenesis for Structuring Controllers
312(2)
Ronald Thenius
Michael Bodi
Thomas Schmickl
Karl Crailsheim
Towards Self-aware PerAda Systems
314(3)
Emma Hart
Ben Paechter
Is Receptor Degeneracy Suitable for Automatic Response Decisions in Ad Hoc Networks?
317(3)
Sven Schaust
Martin Drozda
Helena Szczerbicka
Biochemically-Inspired Emergent Computation
320(3)
Lidia Yamamoto
Thomas Meyer
Nature-Inspired Adaptivity in Communication and Learning
323(3)
Borbala Katalin Benko
Vilmos Simon
Symbiotic Cognitive Networks: A Proposal
326(3)
Tinku Rasheed
Emma Hart
Jim Bown
Ruth Falconer
Author Index 329