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Artificial Immune Systems

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This book constitutes the refereed proceedings of the 5th International Conference on Artificial Immune Systems, ICARIS 2006. The... Weiterlesen
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This book constitutes the refereed proceedings of the 5th International Conference on Artificial Immune Systems, ICARIS 2006. The book presents 34 revised full 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.


Computer Simulation of Classical Immunology.- Did Germinal Centers Evolve Under Differential Effects of Diversity vs Affinity?.- Modelling the Control of an Immune Response Through Cytokine Signalling.- Modeling Influenza Viral Dynamics in Tissue.- Cellular Frustration: A New Conceptual Framework for Understanding Cell-Mediated Immune Responses.- The Swarming Body: Simulating the Decentralized Defenses of Immunity.- Computer Simulation of Idiotypic Network.- Analysis of a Growth Model for Idiotypic Networks.- Randomly Evolving Idiotypic Networks: Analysis of Building Principles.- The Idiotypic Network with Binary Patterns Matching.- Tolerance vs Intolerance: How Affinity Defines Topology in an Idiotypic Network.- ImmunoInformatics Conceptual Papers.- On Permutation Masks in Hamming Negative Selection.- Gene Libraries: Coverage, Efficiency and Diversity.- Immune System Modeling: The OO Way.- A Computational Model of Degeneracy in a Lymph Node.- Structural Properties of Shape-Spaces.- Pattern Recognition Type of Application.- Integrating Innate and Adaptive Immunity for Intrusion Detection.- A Comparative Study on Self-tolerant Strategies for Hardware Immune Systems.- On the Use of Hyperspheres in Artificial Immune Systems as Antibody Recognition Regions.- A Heuristic Detector Generation Algorithm for Negative Selection Algorithm with Hamming Distance Partial Matching Rule.- A Novel Approach to Resource Allocation Mechanism in Artificial Immune Recognition System: Fuzzy Resource Allocation Mechanism and Application to Diagnosis of Atherosclerosis Disease.- Recognition of Handwritten Indic Script Using Clonal Selection Algorithm.- Optimization Type of Application.- Diophantine Benchmarks for the B-Cell Algorithm.- A Population Adaptive Based Immune Algorithm for Solving Multi-objective Optimization Problems.- omni-aiNet: An Immune-Inspired Approach for Omni Optimization.- Immune Procedure for Optimal Scheduling of Complex Energy Systems.- Aligning Multiple Protein Sequences by Hybrid Clonal Selection Algorithm with Insert-Remove-Gaps and BlockShuffling Operators.- Control and Time-Series Type of Application.- Controlling the Heating System of an Intelligent Home with an Artificial Immune System.- Don't Touch Me, I'm Fine: Robot Autonomy Using an Artificial Innate Immune System.- Price Trackers Inspired by Immune Memory.- Theoretical Basis of Novelty Detection in Time Series Using Negative Selection Algorithms.- Danger Theory Inspired Application.- Danger Is Ubiquitous: Detecting Malicious Activities in Sensor Networks Using the Dendritic Cell Algorithm.- Articulation and Clarification of the Dendritic Cell Algorithm.- Text Mining Application.- Immune-Inspired Adaptive Information Filtering.- An Immune Network for Contextual Text Data Clustering.- An Immunological Filter for Spam.


Titel: Artificial Immune Systems
Untertitel: 5th International Conference, ICARIS 2006, Oeiras, Portugal, September 4-6, 2006, Proceedings
EAN: 9783540377511
Digitaler Kopierschutz: Wasserzeichen
Format: E-Book (pdf)
Hersteller: Springer Berlin Heidelberg
Genre: IT & Internet
Anzahl Seiten: 460
Veröffentlichung: 07.09.2006
Dateigrösse: 9.2 MB

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