Books

Papers/Articles

Books : reviews

[cover]

Leandro Nunes de Castro, Jonathan Timmis. Artificial Immune Systems: a new computational intelligence approach. Springer. 2002

 

[cover]

Jonathan Timmis, Peter J. Bentley, editors. ICARIS 2002: 1st International Conference on Artificial Immune Systems. University of Kent. 2002

 

The conference papers are collected in six sessions: Applications of AIS; Memory and AIS; Self or Non-Self?; Conceptual Papers; Learning Strategies; Hybrids and Augmentations.

Contents

Richard O. Canham, Andy M. Tyrrell.
A Multilayered Immune System for Hardware Fault Tolerance within an Embryonic Array
Kevin P. Anchor, Jesse B. Zydallis, Gregg H. Gunsch, Gary B. Lamont.
Extending the Computer Defense Immune System: Network Intrusion Detection with a Multiobjective Evolutionary Programming Approach
Srividhya Sathyanath, Ferat Sahin.
AISIMAM - An Artificial Immune System Based Intelligent Multi-Agent Model and its Application to a Mine Detection Problem
Alexander O. Tarakanov, Larisa B. Goncharova, Tatyana V. Gupalova, S. V. Kvachev, A. V. Sukhorakov.
Immunocomputing for Bioarrays
Renato A. Krohling, Yuchao Zhou, Andy M. Tyrrell.
Evolving FPGA-based Robot Controllers using an Evolutionary Algorithm
Emma Hart, Peter Ross.
Exploiting the Analogy Between Immunology and Sparse Distributed Memories: A System for Clustering Nonistationary Data Immune Memory in the Dynamic Clonal Selection Algorithm
Jungwon Kim, Peter J. Bentley.
Immune Memory in the Dynamic Clonal Selection Algorithm
Slawomir Wierzchon, U. Kuzelewska.
Stable Clusters Formation in an Artificial Immune System
Mark Neal.
An Artificial Immune System for Continuous Analysis of Time-Varying Data
Modupe Ayara, Jonathan Timmis, Rogerio de Lemos, Leandro Nunes de Castro, Ross Duncan.
Negative Selection: How to Generate Detectors
Shantanu Singh.
Anomaly Detection Using Negative Selection Based on the r-contiguous Matching Rule
Hugues Bersini.
Self-Assertion versus Self-Recognition: A Tribute to Francisco Varela
Patricia A. Vargas, Leandro Nunes de Castro, Fernando J. Von Zuben.
Artificial Immune Systems as Complex Adaptive Systems
Johan Kaers, Richard Wheeler, Herman Verrelst.
Building a Robust Distributed Artificial Immune Systems
Dennis L. Chao, Stephanie Forrest.
Information Immune Systems
Uwe Aickelin, Steve Cayzer.
The Danger Theory and Its Application to Artificial Immune Systems
Gaurav Marwah, Lois Boggess.
Artificial Immune Systems for Classification: Some Issues
Steve Cayzer, Uwe Aickelin.
On the Effects of Idiotypic Interactions for Recomendation Communities in Artificial Immune Systems
Tom Morrison, Uwe Aickelin.
An Artificial Immune System as a Recommender for Web Sites
Andrew Watkins, Jonathan Timmis.
Artificial Immune Recognition System (AIRS): Revisions and Refinements
Jungwon Kim, Peter J. Bentley.
A Model of Gene Library Evolution in the Dynamic Clonal Selection Algorithm
Alessio Gaspar, Beat Hirsbrunner.
From Optimization to Learning in Learning in Changing Environments: The Pittsburgh Immune Classifier System
Fabio Gonzalez, Dipankar Dasgupta.
Neuro-Immune and Self-Organising Map Approaches to Anomaly Detection: A Comparison
Carlos A. Coello Coello, Nareli Cruz Cortes.
An Approach to Solve Multiobjective Optimization Problems Based on an Artificial Immune System
Svetlana P. Sokolova, Ludmila A. Sokolova.
Immunocomputing for Complex Interval Objects
Leandro Nunes de Castro, Jonathan Timmis.
Hierarchy and Convergence of Immune Networks: Basic Ideas and Preliminary Results

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Jonathan Timmis, Peter J. Bentley, Emma Hart, editors. ICARIS 2003: 2nd International Conference on Artificial Immune Systems. Springer. 2003

 

Contents

Carlos A. Coello Coello, Daniel Cortes Rivera, Nareli Cruz Cortes.
Use of AIS for Job Shop Scheduling
Esma Bendiab, Souham Meshoul, Mohamed Batouche.
An AIS for Multi-Modality Image Alignment
George Barreto Bezerra, Leandro Nunes de Castro.
Bioinformatics data analysis using an Artificial Immune Network
Dan W. Taylor, David W. Corne.
An Investigation of Negative Selection for Fault Detection in Refrigeration Systems
Emma Hart, Peter Ross, Andrew Webb, Alistair Lawson.
A Role for Immunology in "Next Generation" Robot Controllers
Henry Y. K. Lau, Vicky W. K. Wong.
An Immunological Control Framework for Automated Material Handling
Patricia A. Vargas, Leandro Nunes de Castro, Roberto Michelan, Fernando J. Von Zuben.
An Immune Learning Classifier Network for Automated Navigation
Peter May, Keith C. Mander, Jonathan Timmis.
Software vaccination: An AIS Approach
Paolo Tieri, Silvana Valensin, Claudio Franceschi, C. Morandi, Gastone C. Castellani.
Memory and Selectivity in Evolving Scale-free Immune Networks
Larisa B. Goncharova, Yuri Melnikov, Alexander O. Tarakanov.
Biomolecular Immunocomputing
Nikolaos D. Atreas, Costas G. Karanikas, Alexander O. Tarakanov.
Signal Processing by an Immune Type Tree Transform
Ludmila A. Sokolova.
Index Design by Immunocomputing
Doheon Lee, Jungja Kim, Mina Jeong, Yonggwan Won, Seon Hee Park, Kwang-Hyung Lee.
Immune Based Framework for Exploratory Information Retrieval from the Semantic Web
Julie Greensmith, Steve Cayzer.
An AIS Approach to Semantic Document Classification
Uwe Aickelin, Peter J. Bentley, Steve Cayzer, Jungwon Kim, Julie McLeod.
Danger Theory: The Missing Link between AIS and IDS
Andrew Secker, Alex A. Freitas, Jonathan Timmis.
A Danger Theory Approach to Web Mining
Mark Neal.
Meta-Stable Memory in an AIS Network
Jennifer A. White, Simon M. Garrett.
Improved Pattern Recognition with Artifical Clonal Selection?
Emma Hart, Peter Ross.
Improving SOSDM: Inspirations from Danger Theory
Susan Stepney, John A. Clark, Colin G. Johnson, Derek Partridge, Robert E. Smith.
AIS and the Grand Challenge for Non-Classical Computation
full paper
Simon M. Garrett.
A Paratope is not an Epitope: Implications for Immune Network Models and Clonal Selection
Alex A. Freitas, Jonathan Timmis.
Revisiting the Foundations of AIS: A Problem Oriented Perspective
Hyi Taek Ceong, Young-il Kim, Doheon Lee, Kwang-Hyung Lee.
Complementary Dual Detectors for Effective Classification
Fernando Esponda, Stephanie Forrest, Paul Helman.
The Crossover Closure and Partial Match Detection
Fabio Gonzalez, Dipankar Dasgupta, Luis Fernado Nino.
A Randomised Real Valued Negative Selection Algorithm
Joanne H. Walker, Simon M. Garrett.
Dynamic Function Optimisation: Comparing the Performance of CS and ES
Johan Kaers, Richard Wheeler, Herman Verrelst.
Effect of Antibody Morphology on Non-self Detection
Claudio Franceschi.
The Immune System as a Cognitive System: New Perspectives for Information Technology Society
(invited talk: abstract)

[cover]

Giuseppe Nicosia, Vincenzo Cutello, Peter J. Bentley, Jonathan Timmis, editors. ICARIS 2004: 3rd International Conference on Artificial Immune Systems, Catania, Sicily. Springer. 2004

 

Contents

Dipankar Dasgupta, Kalmanjie KrishnaKumar, D. Wong, M. Berry.
Negative selection algorithm for aircraft fault detection
George Barreto Bezerra, Leandro Nunes de Castro, Fernando J. Von Zuben.
A hierarchical immune network applied to gene expression data
Guan-Chun Luh, Chun-Yin Wu, Wei-Chong Chen.
Artificial Immun Regulation (AIR) for model-based fault diagnosis
Adem Kalinli.
Optimal circuit design using immune algorithm
Susan Stepney, Robert E. Smith, Jonathan Timmis, Andy M. Tyrrell.
Towards a conceptual framework for artificial immune systems
full paper
Henry Y. K. Lau, Vicky W. K. Wong.
Immunologic responses manipulation of AIS agents
Andrew N. W. Hone, Johnny Kelsey.
Optima, extrema, and artificial immune systems
analysing AIS algorithms with dynamical systems techniques; possible fractal basins of attraction
Albert Ko, Henry Y. K. Lau, T. L. Lau.
An immuno control framework for decentralized mechatronic control
Michael Krautmacher, Werner Dilger.
AIS based robot navigation in a rescue scenario
Guan-Chun Luh, Wei-Wen Liu.
Reactive immune network based mobile robot navigation
Peter J. Bentley, Jonathan Timmis.
A fractal immune network
fractal proteins and artificial immune networks
Nikolaos Nanas, Victoria S. Uren, Anne de Roeck.
Nootropia: a user profiling model based on a self-organising term network
Anjum Iqbal, Mohd Aizaini Maarof.
Towards danger theory based artificial APC model: novel metaphor for danger susceptible data codons
Fernando Esponda, Elena S. Ackley, Stephanie Forrest, Paul Helman.
Online negative databases
storing negative information only, as an additional security mechanism
Pedro A. Reche, Ellis L. Reinherz.
Definition of MHC supertypes through clustering of MHC peptide binding repetoires
Sudipto Saha, G. P. S. Raghava.
BcePred: prediction of continuous B-cell epitopes in antigenic sequences using physico-chemical properties
Dokyun Na, Inho Park, Kwang-Hyung Lee, Doheon Lee.
Integration of immune models using Petri Nets
using continuous Petri Nets to help model complicated biological systems
Claus Lundegaarde, Morten Nielsen, Kasper Lamberth, Peder Worning, Christina Sylvester-Hvid, Soren Buus, Soren Brunak, Ole Lund.
MHC class I epitope binding prediction trained on small data sets
Mario Villalobos-Arias, Carlos A. Coello Coello, Onesimo Hernandez-Lerma.
Convergence analysis of a multiobjective artificial immune system algorithm
MISA does not converge; MISA with elitism converges
Alexander O. Tarakanov, Yuri A. Tarakanov.
A comparison of immune and neural computing for two real-life tasks of pattern recognition
Gyorgy Cserey, Wolfgang Porod, Tamas Roska.
An artificial immune system based visual analysis model and its real-time terrain surveillance application
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone.
Exploring the capability of immune algorithms: a characterization of hypermutation operators
Philipp H. Mohr, Nick Ryan, Jonathan Timmis.
Exploiting immunological properties for ubiquitous computing systems
data reduction of GPS tracking data
Oscar M. Alonso, Luis Fernado Nino, Marcos Velez.
A robust immune based approach to the iterated Prisoner's Dilemma
X. Zhang, Gabriel Dragffy, A. G. Pipe, Q. M. Zhu.
Artificial innate immune system: an instant defence layer of embryonics
hardware fault detection and recovery
Uwe Aickelin, Julie Greensmith, Jamie Twycross.
Immune system approaches to intrusion detection: a review
Yoshihiko Hasegawa, Hitoshi Iba.
Multimodal search with immune based genetic programming
Slavisa Sarafijanovic, Jean-Yves Le Boudec.
An artificial immune system for misbehaviour detection in mobile ad-hoc networks with virtual thymus, clustering, danger signal, and memory detectors
adaptive negative selection using a "danger signal" to decide what is the current "self"
Niloy Ganguly, Andreas Deutsch.
Developing efficient search algorithms for P2P networks using proliferation and mutation
Marcos Velez, Luis Fernado Nino, Oscar M. Alonso.
A game-theoretic approach to artificial immune networks
William O. Wilson, Simon M. Garrett.
Modelling immune memory for prediction and computation
telomere-inspired lifetime model
Christian Jacob, Julius Litorco, Leo Lee.
Immunity through swarms: agent-based simulations of the human immune system
a breve model of an imune response
Emma Hart, Peter Ross.
Studies on the implications of shape-space models for idiotypic networks
exploration of Bersini's idiotypic network model, including asymmtric binding response, multiple binding sites
Andrew Watkins, Jonathan Timmis.
Exploiting parallelism inherent in AIRS, and artificial immune classifier
parallel and distributed implementations
Alan S. Perelson.
An overview of computational and theoretical immunology
(invited talk: extended abstract)

[cover]

Mathieu S. Capcarrere, Alex A. Freitas, Peter J. Bentley, Colin G. Johnson, Jonathan Timmis. Advances in Artificial Life, ECAL2005: 8th European Conference on Artificial Life, Canterbury, UK. Springer. 2005

 

[cover]

Christian Jacob, Marcin L. Pilat, Peter J. Bentley, Jonathan Timmis, editors. ICARIS 2005: 4th International Conference on Artificial Immune Systems, Banff, Canada. Springer. 2005

 

Contents

Peter J. Bentley, Gordana Novakovic, Anthony Ruto.
Fugue: An Interactive Immersive Audiovisualisation and Artwork Using an Artificial Immune System
Vincenzo Cutello, Giuseppe Narzisi, Giuseppe Nicosia, Mario Pavone.
Clonal Selection Algorithms: A Comparative Case Study Using Effective Mutation Potentials
Emma Hart.
Not All Balls Are Round: An Investigation of Alternative Recognition-Region Shapes
John Newborough, Susan Stepney.
A Generic Framework for Population-Based Algorithms, Implemented on Multiple FPGAs
Henry Y. K. Lau, Eugene Y. C. Wong.
An AIS-Based Dynamic Routing (AISDR) Framework
Larisa B. Goncharova, Yannick Jacques, Carlos Martin-Vide, Alexander O. Tarakanov, Jonathan Timmis.
Biomolecular Immune-Computer: Theoretical Basis and Experimental Simulator
Steve Cayzer, James E. Smith, James A. R. Marshall, Tim Kovacs.
What Have Gene Libraries Done for AIS?
Hugues Bersini.
Why the First Glass of Wine Is Better Than the Seventh
Jamie Twycross, Uwe Aickelin.
Towards a Conceptual Framework for Innate Immunity
Paul S. Andrews, Jonathan Timmis.
Inspiration for the Next Generation of Artificial Immune Systems
Peter J. Bentley, Julie Greensmith, Supiya Ujjin.
Two Ways to Grow Tissue for Artificial Immune Systems
Julie Greensmith, Uwe Aickelin, Steve Cayzer.
Introducing Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection
Jungwon Kim, William O. Wilson, Uwe Aickelin, Julie McLeod.
Cooperative Automated Worm Response and Detection ImmuNe ALgorithm (CARDINAL) Inspired by T-Cell Immunity and Tolerance
Dokyun Na, Doheon Lee.
Mathematical Modeling of Immune Suppression
Martin J. Robbins, Simon M. Garrett.
Evaluating Theories of Immunological Memory Using Large-Scale Simulations
Maoguo Gong, Licheng Jiao, Fang Liu, Haifeng Du.
The Quaternion Model of Artificial Immune Response
Zaiyi Guo, Joc Cing Tay.
A Comparative Study on Modeling Strategies for Immune System Dynamics Under HIV-1 Infection
Nareli Cruz Cortes, Daniel Trejo-Perez, Carlos A. Coello Coello.
Handling Constraints in Global Optimization Using an Artificial Immune System
Fabio Freschi, Maurizio Repetto.
Multiobjective Optimization by a Modified Artificial Immune System Algorithm
Thomas Stibor, Jonathan Timmis, Claudia Eckert.
A Comparative Study of Real-Valued Negative Selection to Statistical Anomaly Detection Techniques
Terri Oda, Tony White.
Immunity from Spam: An Analysis of an Artificial Immune System for Junk Email Detection
George Barreto Bezerra, Tiago V. Barra, Leandro Nunes de Castro, Fernando J. Von Zuben.
Adaptive Radius Immune Algorithm for Data Clustering
Yangyang Li, Licheng Jiao.
Quantum-Inspired Immune Clonal Algorithm
Edward Clark, Andrew N. W. Hone, Jonathan Timmis.
A Markov Chain Model of the B-Cell Algorithm
Inho Park, Dokyun Na, Kwang-Hyung Lee, Doheon Lee.
Fuzzy Continuous Petri Net-Based Approach for Modeling Helper T Cell Differentiation
Bruce C. Trapnell Jr.
A Peer-to-Peer Blacklisting Strategy Inspired by Leukocyte-Endothelium Interaction
Zejun Wu, Yiwen Liang.
Self-regulating Method for Model Library Based Artificial Immune Systems
Anjum Iqbal, Mohd Aizaini Maarof.
Polymorphism and Danger Susceptibility of System Call DASTONs
Albert Ko, Henry Y. K. Lau, T. L. Lau.
General Suppression Control Framework: Application in Self-balancing Robots
Marcelo F. Caetano, Jonatas Manzolli, Fernando J. Von Zuben.
Application of an Artificial Immune System in a Compositional Timbre Design Technique
Modupe Ayara, Jonathan Timmis, Rogerio de Lemos, Simon Forrest.
Immunising Automated Teller Machines
Jose Carlos L. Pinto, Fernando J. Von Zuben.
Fault Detection Algorithm for Telephone Systems Based on the Danger Theory
Dongmei Fu, Deling Zheng, Ying Chen.
Design and Simulation of a Biological Immune Controller Based on Improved Varela Immune Network Model
Zi Xuan Ong, Joc Cing Tay, Chee Keong Kwoh.
Applying the Clonal Selection Principle to Find Flexible Job-Shop Schedules
Seral Sahan, Kemal Polat, Halife Kodaz, Salih Gunes.
The Medical Applications of Attribute Weighted Artificial Immune System (AWAIS): Diagnosis of Heart and Diabetes Diseases
Pablo D. Castro, Guilherme P. Coelho, Marcelo F. Caetano, Fernando J. Von Zuben.
Designing Ensembles of Fuzzy Classification Systems: An Immune-Inspired Approach
Emma Hart, Jonathan Timmis.
Application Areas of AIS: The Past, The Present and The Future

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Darren R. Flower, Jonathan Timmis, editors. in silico Immunology. Springer. 2007

 

Contents

Adrian Robins.
Innate and Adaptive Immunity
Paul D. Taylor, Darren R. Flower.
Immunoinformatics and Computational Vaccinology: a brief introduction
Jonathan Timmis, Paul S. Andrews.
A Beginners Guide to Artificial Imune Systems
Ha Youn Lee, Alan S. Perelson.
Computational models of B call and T cell receptors
Simon M. Garrett, Martin J. Robbins, Joanne H. Walker, William O. Wilson, Uwe Aickelin.
Modelling immunological memory
Paolo Tieri, Gastone C. Castellani, Daniel Remondini, Silvana Valensin, Jonathan Loroni, Stefano Salvioli, Claudio Franceschi.
Capturing degeneracy in the immune system
Paul S. Andrews, Jonathan Timmis.
Alternative inspiration for Artificial Immune Systems: exploiting Cohen's cognitive immune model
Channa K. Hattotuwagama, Pingping Guan, Matthew Davies, Debra J. Taylor, Valerie Walshe, Shelley L. Hemsley, Christopher Toseland, Irini A. Doytchinova, Persephone Borrow, Darren R. Flower.
Empirical, AI, and QSAR approaches to peptide-MHC binding prediction
Jose A. M. Borghans, Can Kesmir, Rob J. de Boer.
MHC diversity in individuals and populations
Pingping Guan, Irini A. Doytchinova, Darren R. Flower.
Identifying Major Histocompatibility Complex supertypes
Vincenzo Cutello, Giuseppe Nicosia.
Biomolecular structure prediction using immune inspired algorithms
Susan Stepney.
Embodiment
Denise Kirschner.
The multi-scale immune response to pathogens: M. tuberculosis as an example
Mark Neal, Bruce C. Trapnell Jr.
Go Dutch: exploit interactions and environments with Artificial Immune Systems
Andrew Watkins.
Immune inspired learning in a distributed environment
Andrew N. W. Hone, Hugo van den Berg.
Mathematical analysis of Artificial Immune System dynamics and performance
Melvin Cohn.
Conceptualizing the self-nonself discrimination by the vertebrate immune system

[cover]

Susan Stepney, Peter H. Welch, Paul S. Andrews, Jonathan Timmis, editors. CoSMoS 2009. Luniver Press. 2009

 

Contents

Irun R. Cohen, David Harel.
Two views of a Biology-Computer Science alliance
Mark Read, Jonathan Timmis, Paul S. Andrews, Vipin Kumar.
A domain model of Experimental Autoimmune Encephalomyelitis
Andrew N. W. Hone.
On non-standard numerical integration methods for biological oscillators
Tim Hoverd, Susan Stepney.
Environment Orientation: an architecture for simulating complex systems
Anthony Nash, Sara Kalvala.
A framework proposition fo cellular locality in Dictyostelium modelled in pi-calculus
Teodor Ghetiu, Robert Alexander, Paul S. Andrews, Fiona Polack.
Equivalence arguments for complex systems simulations -- a case-study

[cover]

Paul S. Andrews, Jonathan Timmis, Nick D. L. Owens, Uwe Aickelin, Emma Hart, Andrew N. W. Hone, Andy M. Tyrrell. ICARIS 2009: 8th International Conference on Artificial Immune Systems, York, UK. Springer. 2009