Artificial Immune Systems [electronic resource] : 6th International Conference, ICARIS 2007, Santos, Brazil, August 26-29, 2007. Proceedings / edited by Leandro Nunes Castro, Fernando José Zuben, Helder Knidel.

Contributor(s): Castro, Leandro Nunes [editor.] | Zuben, Fernando José [editor.] | Knidel, Helder [editor.] | SpringerLink (Online service)Material type: TextTextSeries: Lecture Notes in Computer Science ; 4628Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007Description: XII, 440 p. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783540739227Subject(s): Computer science | Computer software | Data mining | Information storage and retrieval systems | Artificial intelligence | Bioinformatics | Computer Science | Computation by Abstract Devices | Artificial Intelligence (incl. Robotics) | Algorithm Analysis and Problem Complexity | Data Mining and Knowledge Discovery | Information Storage and Retrieval | Computational Biology/BioinformaticsAdditional physical formats: Printed edition:: No titleDDC classification: 004.0151 LOC classification: QA75.5-76.95Online resources: Click here to access online
Contents:
Search and Optimization -- A Gradient-Based Artificial Immune System Applied to Optimal Power Flow Problems -- Multimodal Dynamic Optimization: From Evolutionary Algorithms to Artificial Immune Systems -- NAIS: A Calibrated Immune Inspired Algorithm to Solve Binary Constraint Satisfaction Problems -- A Solution Concept for Artificial Immune Networks: A Coevolutionary Perspective -- Classification and Clustering -- Artificial Immune Systems for Classification of Petroleum Well Drilling Operations -- The SUPRAIC Algorithm: A Suppression Immune Based Mechanism to Find a Representative Training Set in Data Classification Tasks -- The Influence of Diversity in an Immune–Based Algorithm to Train MLP Networks -- Applying Biclustering to Text Mining: An Immune-Inspired Approach -- Anomaly Detection and Negative Selection -- Defence Against 802.11 DoS Attacks Using Artificial Immune System -- A Novel Immune Inspired Approach to Fault Detection -- Towards a Novel Immune Inspired Approach to Temporal Anomaly Detection -- Bankruptcy Prediction Using Artificial Immune Systems -- Phase Transition and the Computational Complexity of Generating r-Contiguous Detectors -- Real-Valued Negative Selection Algorithm with a Quasi-Monte Carlo Genetic Detector Generation -- A Novel Fast Negative Selection Algorithm Enhanced by State Graphs -- Robotics, Control and Electronics -- Clonal Selection Algorithms for 6-DOF PID Control of Autonomous Underwater Vehicles -- An Immuno Robotic System for Humanitarian Search and Rescue (Application Stream) -- The Application of a Dendritic Cell Algorithm to a Robotic Classifier -- On Immune Inspired Homeostasis for Electronic Systems -- Modeling Papers -- Modeling Migration, Compartmentalization and Exit of Naive T Cells in Lymph Nodes Without Chemotaxis -- Revisiting the Central and Peripheral Immune System -- Topological Constraints in the Evolution of Idiotypic Networks -- A Computational Model for the Cognitive Immune System Theory Based on Learning Classifier Systems -- Conceptual Papers -- Motif Detection Inspired by Immune Memory -- An Immune-Inspired Approach to Speckled Computing -- Biological Inspiration for Artificial Immune Systems -- Regulatory T Cells: Inspiration for Artificial Immune Systems -- Technical Papers and General Applications -- Automated Blog Design System with a Population-Based Artificial Immune Algorithm -- Immune and Evolutionary Approaches to Software Mutation Testing -- An Artificial Immune System Based Approach for English Grammar Checking -- A Novel Clonal Selection Algorithm Based Fragile Watermarking Method -- BeeAIS: Artificial Immune System Security for Nature Inspired, MANET Routing Protocol, BeeAdHoc -- A Cultural Immune System for Economic Load Dispatch with Non-smooth Cost Functions -- Artificial Immune System to Find a Set of k-Spanning Trees with Low Costs and Distinct Topologies -- How to Obtain Appropriate Executive Decisions Using Artificial Immunologic Systems -- An Artificial Immune System-Inspired Multiobjective Evolutionary Algorithm with Application to the Detection of Distributed Computer Network Intrusions.
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Search and Optimization -- A Gradient-Based Artificial Immune System Applied to Optimal Power Flow Problems -- Multimodal Dynamic Optimization: From Evolutionary Algorithms to Artificial Immune Systems -- NAIS: A Calibrated Immune Inspired Algorithm to Solve Binary Constraint Satisfaction Problems -- A Solution Concept for Artificial Immune Networks: A Coevolutionary Perspective -- Classification and Clustering -- Artificial Immune Systems for Classification of Petroleum Well Drilling Operations -- The SUPRAIC Algorithm: A Suppression Immune Based Mechanism to Find a Representative Training Set in Data Classification Tasks -- The Influence of Diversity in an Immune–Based Algorithm to Train MLP Networks -- Applying Biclustering to Text Mining: An Immune-Inspired Approach -- Anomaly Detection and Negative Selection -- Defence Against 802.11 DoS Attacks Using Artificial Immune System -- A Novel Immune Inspired Approach to Fault Detection -- Towards a Novel Immune Inspired Approach to Temporal Anomaly Detection -- Bankruptcy Prediction Using Artificial Immune Systems -- Phase Transition and the Computational Complexity of Generating r-Contiguous Detectors -- Real-Valued Negative Selection Algorithm with a Quasi-Monte Carlo Genetic Detector Generation -- A Novel Fast Negative Selection Algorithm Enhanced by State Graphs -- Robotics, Control and Electronics -- Clonal Selection Algorithms for 6-DOF PID Control of Autonomous Underwater Vehicles -- An Immuno Robotic System for Humanitarian Search and Rescue (Application Stream) -- The Application of a Dendritic Cell Algorithm to a Robotic Classifier -- On Immune Inspired Homeostasis for Electronic Systems -- Modeling Papers -- Modeling Migration, Compartmentalization and Exit of Naive T Cells in Lymph Nodes Without Chemotaxis -- Revisiting the Central and Peripheral Immune System -- Topological Constraints in the Evolution of Idiotypic Networks -- A Computational Model for the Cognitive Immune System Theory Based on Learning Classifier Systems -- Conceptual Papers -- Motif Detection Inspired by Immune Memory -- An Immune-Inspired Approach to Speckled Computing -- Biological Inspiration for Artificial Immune Systems -- Regulatory T Cells: Inspiration for Artificial Immune Systems -- Technical Papers and General Applications -- Automated Blog Design System with a Population-Based Artificial Immune Algorithm -- Immune and Evolutionary Approaches to Software Mutation Testing -- An Artificial Immune System Based Approach for English Grammar Checking -- A Novel Clonal Selection Algorithm Based Fragile Watermarking Method -- BeeAIS: Artificial Immune System Security for Nature Inspired, MANET Routing Protocol, BeeAdHoc -- A Cultural Immune System for Economic Load Dispatch with Non-smooth Cost Functions -- Artificial Immune System to Find a Set of k-Spanning Trees with Low Costs and Distinct Topologies -- How to Obtain Appropriate Executive Decisions Using Artificial Immunologic Systems -- An Artificial Immune System-Inspired Multiobjective Evolutionary Algorithm with Application to the Detection of Distributed Computer Network Intrusions.

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