Artificial Immune Systems: Third International Conference, ICARIS 2004, Catania, Sicily, Italy, September 13-16, 2004, Proceedings: Lecture Notes in Computer Science, cartea 3239
Editat de Giuseppe Nicosia, Vincenzo Cutello, Peter John Bentley, Jonathan Ian Timmisen Limba Engleză Paperback – 7 sep 2004
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Specificații
ISBN-13: 9783540230977
ISBN-10: 3540230971
Pagini: 460
Ilustrații: XII, 448 p.
Dimensiuni: 152 x 229 x 24 mm
Greutate: 0.64 kg
Ediția:2004
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Lecture Notes in Computer Science
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3540230971
Pagini: 460
Ilustrații: XII, 448 p.
Dimensiuni: 152 x 229 x 24 mm
Greutate: 0.64 kg
Ediția:2004
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Lecture Notes in Computer Science
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
ResearchCuprins
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 Real-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).- Exploiting Immunological Properties for Ubiquitous Computing Systems.- A Robust Immune Based Approach to the Iterated Prisoner’s Dilemma.- Artificial Innate Immune System: An Instant Defence Layer of Embryonics.- Immune System Approaches to Intrusion Detection – A Review.- Multimodal Search with Immune Based Genetic Programming.- Networks (Technical Stream).- An Artificial Immune System for Misbehavior Detection in Mobile Ad-Hoc Networks with Virtual Thymus, Clustering, Danger Signal, and Memory Detectors.- Developing Efficient Search Algorithms for P2P Networks Using Proliferation and Mutation.- Modelling (Conceptual Stream).- A Game-Theoretic Approach to Artificial Immune Networks.- Modelling Immune Memory for Prediction and Computation.- Immunity Through Swarms: Agent-Based Simulations of the Human Immune System.- Distinguishing Properties of Artificial Immune Systems (Conceptual Stream).- Studies on the Implications of Shape-Space Models for Idiotypic Networks.- Exploiting Parallelism Inherent in AIRS, an Artificial Immune Classifier.- An Overview of Computational and Theoretical Immunology.
Caracteristici
Includes supplementary material: sn.pub/extras