Ebook: Artificial Immune Systems: 11th International Conference, ICARIS 2012, Taormina, Italy, August 28-31, 2012. Proceedings

This book constitutes the refereed proceedings of the 11th International Conference on Artificial Immune Systems, ICARIS 2012, held in Taormia, Italy, in August 2012. The 19 revised selected papers presented were carefully reviewed and selected for inclusion in this book. In addition 4 papers of the workshop on bio and immune inspired algorithms and models for multi-level complex systems are included in this volume. Artificial immune systems (AIS) is a diverse and maturing area of research that bridges the disciplines of immunology, biology, medical science, computer science, physics, mathematics and engineering. The scope of AIS ranges from modelling and simulation of the immune system through to immune-inspired algorithms and in silico, in vitro and in vivo solutions.

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This book constitutes the refereed proceedings of the 11th International Conference on Artificial Immune Systems, ICARIS 2012, held in Taormia, Italy, in August 2012.
The 19 revised selected papers presented were carefully reviewed and selected for inclusion in this book. In addition 4 papers of the workshop on bio and immune inspired algorithms and models for multi-level complex systems are included in this volume. Artificial immune systems (AIS) is a diverse and maturing area of research that bridges the disciplines of immunology, biology, medical science, computer science, physics, mathematics and engineering. The scope of AIS ranges from modelling and simulation of the immune system through to immune-inspired algorithms and in silico, in vitro and in vivo solutions.

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This book constitutes the refereed proceedings of the 11th International Conference on Artificial Immune Systems, ICARIS 2012, held in Taormia, Italy, in August 2012.
The 19 revised selected papers presented were carefully reviewed and selected for inclusion in this book. In addition 4 papers of the workshop on bio and immune inspired algorithms and models for multi-level complex systems are included in this volume. Artificial immune systems (AIS) is a diverse and maturing area of research that bridges the disciplines of immunology, biology, medical science, computer science, physics, mathematics and engineering. The scope of AIS ranges from modelling and simulation of the immune system through to immune-inspired algorithms and in silico, in vitro and in vivo solutions.
Content:
Front Matter....Pages -
Face Recognition by Searching Most Similar Sample with Immune Learning....Pages 1-13
A Multi-Objective Artificial Immune System Based on Hypervolume....Pages 14-27
A Comparative Study of Negative Selection Based Anomaly Detection in Sequence Data....Pages 28-41
Immune-Inspired Self Healing in Wireless Sensor Networks....Pages 42-56
A Beginner’s Guide to Systems Simulation in Immunology....Pages 57-71
Clustering-Based Multi-objective Immune Optimization Evolutionary Algorithm....Pages 72-85
Petri Nets Approach to Modeling of Immune System and Autism....Pages 86-99
Mathematical Implementation of Interaction between Malaria and Immune System....Pages 100-110
Computing Longest Common Subsequences with the B-Cell Algorithm....Pages 111-124
Bait a Trap: Introducing Natural Killer Cells to Artificial Immune System for Spyware Detection....Pages 125-138
AC-CS: An Immune-Inspired Associative Classification Algorithm....Pages 139-151
RC-DCA: A New Feature Selection and Signal Categorization Technique for the Dendritic Cell Algorithm Based on Rough Set Theory....Pages 152-165
Artificial Immune Network Approach with Beta Differential Operator Applied to Optimization of Heat Exchangers....Pages 166-177
A Negative Selection Approach to Intrusion Detection....Pages 178-190
Clonal Expansion  without Self-replicating Entities....Pages 191-204
A Real Time Anomaly Detection System Based on Probabilistic Artificial Immune Based Algorithm....Pages 205-217
CSA/IE: Novel Clonal Selection Algorithm with Information Exchange for High Dimensional Global Optimization Problems....Pages 218-231
An Ecological Approach to Anomaly Detection: The EIA Model....Pages 232-245
Rethinking Concepts of the Dendritic Cell Algorithm for Multiple Data Stream Analysis....Pages 246-259
Stability-Based Model Selection for High Throughput Genomic Data: An Algorithmic Paradigm....Pages 260-270
Towards an Evolutionary Procedure for Reverse-Engineering Biological Networks....Pages 271-285
Distributed Computing with Prokaryotic Immune Systems....Pages 286-288
The Immune System as a Metaphor for Topology Driven Patterns Formation in Complex Systems....Pages 289-291
Back Matter....Pages -

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This book constitutes the refereed proceedings of the 11th International Conference on Artificial Immune Systems, ICARIS 2012, held in Taormia, Italy, in August 2012.
The 19 revised selected papers presented were carefully reviewed and selected for inclusion in this book. In addition 4 papers of the workshop on bio and immune inspired algorithms and models for multi-level complex systems are included in this volume. Artificial immune systems (AIS) is a diverse and maturing area of research that bridges the disciplines of immunology, biology, medical science, computer science, physics, mathematics and engineering. The scope of AIS ranges from modelling and simulation of the immune system through to immune-inspired algorithms and in silico, in vitro and in vivo solutions.
Content:
Front Matter....Pages -
Face Recognition by Searching Most Similar Sample with Immune Learning....Pages 1-13
A Multi-Objective Artificial Immune System Based on Hypervolume....Pages 14-27
A Comparative Study of Negative Selection Based Anomaly Detection in Sequence Data....Pages 28-41
Immune-Inspired Self Healing in Wireless Sensor Networks....Pages 42-56
A Beginner’s Guide to Systems Simulation in Immunology....Pages 57-71
Clustering-Based Multi-objective Immune Optimization Evolutionary Algorithm....Pages 72-85
Petri Nets Approach to Modeling of Immune System and Autism....Pages 86-99
Mathematical Implementation of Interaction between Malaria and Immune System....Pages 100-110
Computing Longest Common Subsequences with the B-Cell Algorithm....Pages 111-124
Bait a Trap: Introducing Natural Killer Cells to Artificial Immune System for Spyware Detection....Pages 125-138
AC-CS: An Immune-Inspired Associative Classification Algorithm....Pages 139-151
RC-DCA: A New Feature Selection and Signal Categorization Technique for the Dendritic Cell Algorithm Based on Rough Set Theory....Pages 152-165
Artificial Immune Network Approach with Beta Differential Operator Applied to Optimization of Heat Exchangers....Pages 166-177
A Negative Selection Approach to Intrusion Detection....Pages 178-190
Clonal Expansion  without Self-replicating Entities....Pages 191-204
A Real Time Anomaly Detection System Based on Probabilistic Artificial Immune Based Algorithm....Pages 205-217
CSA/IE: Novel Clonal Selection Algorithm with Information Exchange for High Dimensional Global Optimization Problems....Pages 218-231
An Ecological Approach to Anomaly Detection: The EIA Model....Pages 232-245
Rethinking Concepts of the Dendritic Cell Algorithm for Multiple Data Stream Analysis....Pages 246-259
Stability-Based Model Selection for High Throughput Genomic Data: An Algorithmic Paradigm....Pages 260-270
Towards an Evolutionary Procedure for Reverse-Engineering Biological Networks....Pages 271-285
Distributed Computing with Prokaryotic Immune Systems....Pages 286-288
The Immune System as a Metaphor for Topology Driven Patterns Formation in Complex Systems....Pages 289-291
Back Matter....Pages -
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