This book constitutes the refereed proceedings of the 7th International Conference on Artificial Immune Systems, ICARIS 2008, held in Phuket, Thailand, in August 2008.
The 40 revised full papers presented were carefully reviewed and selected from 67 submissions. The papers are organized in topical sections on computational immunology, applied AIS, and theoretical AIS. Position papers and conceptual papers are also included.
Author(s): Johnny Kelsey, Brian Henderson, Rob Seymour, Andy Hone (auth.), Peter J. Bentley, Doheon Lee, Sungwon Jung (eds.)
Series: Lecture Notes in Computer Science 5132
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2008
Language: English
Pages: 436
Tags: Computation by Abstract Devices; Artificial Intelligence (incl. Robotics); Algorithm Analysis and Problem Complexity; Data Mining and Knowledge Discovery; Information Storage and Retrieval; Computational Biology/Bioinformatics
Front Matter....Pages -
A Stochastic Model of the Interleukin (IL)-1 β Network....Pages 1-11
Modelling the Tunability of Early T Cell Signalling Events....Pages 12-23
Immune Responses: A Stochastic Model....Pages 24-35
Adaptive Spam Detection Inspired by a Cross-Regulation Model of Immune Dynamics: A Study of Concept Drift....Pages 36-47
MOBAIS: A Bayesian Artificial Immune System for Multi-Objective Optimization....Pages 48-59
An Advanced Clonal Selection Algorithm with Ad-Hoc Network-Based Hypermutation Operators for Synthesis of Topology and Sizing of Analog Electrical Circuits....Pages 60-70
A Multi-Objective Multipopulation Approach for Biclustering....Pages 71-82
Viral System to Solve Optimization Problems: An Immune-Inspired Computational Intelligence Approach....Pages 83-94
Computing the State of Specknets: Further Analysis of an Innate Immune-Inspired Model....Pages 95-106
A Hybrid Model for Immune Inspired Network Intrusion Detection....Pages 107-118
Credit Card Fraud Detection with Artificial Immune System....Pages 119-131
Artificial Immune Recognition System with Nonlinear Resource Allocation Method and Application to Traditional Malay Music Genre Classification....Pages 132-141
Further Exploration of the Dendritic Cell Algorithm: Antigen Multiplier and Time Windows....Pages 142-153
Evaluation and Extension of the AISEC Email Classification System....Pages 154-165
Dynamic Polymorphic Agents Scheduling and Execution Using Artificial Immune Systems....Pages 166-175
AIS-Based Bootstrapping of Bayesian Networks for Identifying Protein Energy Route....Pages 176-187
A Neuro-Immune Inspired Robust Real Time Visual Tracking System....Pages 188-199
Negative Selection with Antigen Feedback in Intrusion Detection....Pages 200-209
A Neuro-Immune Algorithm to Solve the Capacitated Vehicle Routing Problem....Pages 210-219
Improving Artificial Immune System Performance: Inductive Bias and Alternative Mutations....Pages 220-231
Flexible Immune Network Recognition System for Mining Heterogeneous Data....Pages 232-241
An Artificial Immune System for Evolving Amino Acid Clusters Tailored to Protein Function Prediction....Pages 242-253
Optimization of Steel Catenary Risers for Offshore Oil Production Using Artificial Immune System....Pages 254-265
An Idiotypic Immune Network as a Short-Term Learning Architecture for Mobile Robots....Pages 266-278
Conserved Self Pattern Recognition Algorithm....Pages 279-290
The Deterministic Dendritic Cell Algorithm....Pages 291-302
Artificial Immune Systems and Kernel Methods....Pages 303-315
Boosting the Immune System....Pages 316-327
The Limitations of Frequency Analysis for Dendritic Cell Population Modelling....Pages 328-339
Empirical Investigation of an Artificial Cytokine Network....Pages 340-351
An Empirical Study of Self/Non-self Discrimination in Binary Data with a Kernel Estimator....Pages 352-363
The Pathways of Complement....Pages 364-375
Adaptable Lymphocytes for Artificial Immune Systems....Pages 376-386
On the Relevance of Cellular Signaling Pathways for Immune-Inspired Algorithms....Pages 387-398
AIS Based Distributed Wireless Sensor Network for Mobile Search and Rescue Robot Tracking....Pages 399-411
Eating Data Is Good for Your Immune System: An Artificial Metabolism for Data Clustering Using Systemic Computation....Pages 412-423
An Immune System Based Multi-robot Mobile Agent Network....Pages 424-433
Back Matter....Pages -
