Artificial immune system (AIS) research in the last five years

Immunity-based techniques are gaining popularity in wide area of applications, and emerging as a new branch of artificial intelligence (AI). The paper surveys the major works in this field during the last five years, in particular, it reviews the works of existing methods and the new initiatives.

[1]  Alan S. Perelson,et al.  Self-nonself discrimination in a computer , 1994, Proceedings of 1994 IEEE Computer Society Symposium on Research in Security and Privacy.

[2]  Stephanie Forrest,et al.  Information Immune Systems , 2003, Genetic Programming and Evolvable Machines.

[3]  Surya P. N. Singh,et al.  Immunology-directed methods for distributed robotics: a novel immunity-based architecture for robust control and coordination , 2002, SPIE Optics East.

[4]  Stephanie Forrest,et al.  Architecture for an Artificial Immune System , 2000, Evolutionary Computation.

[5]  Jon Timmis,et al.  Artificial Immune Recognition System (AIRS): Revisions and Refinements , 2002 .

[6]  Mark James Neal,et al.  Meta-stable Memory in an Artificial Immune Network , 2003, ICARIS.

[7]  Jonathan Timmis,et al.  A resource limited artificial immune system for data analysis , 2001, Knowl. Based Syst..

[8]  Fabio A. González,et al.  The Effect of Binary Matching Rules in Negative Selection , 2003, GECCO.

[9]  Fabio A. González,et al.  An Novel Artificial Immune System Approach to Robust Data Mining , 2002, GECCO Late Breaking Papers.

[10]  Dipankar Dasgupta,et al.  The Promise and Challenges of Artificial Immune System Based Web Usage Mining : Preliminary Results , 2002 .

[11]  Jon Timmis,et al.  A Multi-Layered Immune Inspired Approach to Data Mining , 2003 .

[12]  J. Neidhoefer,et al.  Immunized Adaptive Critic for an Autonomous Aircraft Control Application , 1999 .

[13]  Peter J. Bentley,et al.  Immune Memory in the Dynamic Clonal Selection Algorithm , 2002 .

[14]  Jonathan Timmis,et al.  Artificial Immune Systems: A New Computational Intelligence Approach , 2003 .

[15]  P. Hajela,et al.  Immune network simulations in multicriterion design , 1999 .

[16]  Jongsoo Lee,et al.  Constrained genetic search via schema adaptation: An immune network solution , 1996 .

[17]  Jonathan Timmis Artificial immune systems : a novel data analysis technique inspired by the immune network theory , 2000 .

[18]  C. A. Coello Coello,et al.  A parallel implementation of an artificial immune system to handle constraints in genetic algorithms: preliminary results , 2002, Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).

[19]  Andrew M. Tyrrell,et al.  Immunotronics: Hardware Fault Tolerance Inspired by the Immune System , 2000, ICES.

[20]  Rogério de Lemos,et al.  Negative Selection: How to Generate Detectors , 2002 .

[21]  Leandro Nunes de Castro,et al.  Artificial Immune Systems: Part I-Basic Theory and Applications , 1999 .

[22]  Peter J. Bentley,et al.  Towards an artificial immune system for network intrusion detection: an investigation of dynamic clonal selection , 2002, Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).

[23]  Agostinho C. Rosa,et al.  Immune System Simulation through a Complex Adaptive System Model , 2002 .

[24]  Leandro Nunes de Castro,et al.  aiNet: An Artificial Immune Network for Data Analysis , 2002 .

[25]  Dipankar Dasgupta,et al.  An immunogenetic approach in chemical spectrum recognition , 2003 .

[26]  L.N. de Castro,et al.  An artificial immune network for multimodal function optimization , 2002, Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).

[27]  D. Dasgupta Artificial Immune Systems and Their Applications , 1998, Springer Berlin Heidelberg.

[28]  Jon Timmis,et al.  Jisys: The Envelopment of an Artificial Immune System for Real World Applications , 1999 .

[29]  Jerne Nk Towards a network theory of the immune system. , 1974 .

[30]  Mark Neal,et al.  An artificial immune system for continuous analysis of time-varying data , 2002 .

[31]  Fabio A. González,et al.  A Randomized Real-Valued Negative Selection Algorithm , 2003, ICARIS.

[32]  Fabio A. González,et al.  A Scalable Artificial Immune System Model for Dynamic Unsupervised Learning , 2003, GECCO.

[33]  Peter Ross,et al.  Exploiting the analogy between immunology and sparse distributedmemories : a system for lustering non-stationary data , 2002 .

[34]  Dipankar Dasgupta,et al.  An immunochip architecture and its emulation , 2002, Proceedings 2002 NASA/DoD Conference on Evolvable Hardware.

[35]  Kalmanje KrishnaKumar,et al.  Artificial Immune System Approaches for Aerospace Applications , 2003 .

[36]  D. Dasgupta,et al.  A formal model of an artificial immune system. , 2000, Bio Systems.

[37]  Senhua Yu,et al.  MILA - Multilevel Immune Learning Algorithm , 2003, GECCO.

[38]  A. B. Watkins,et al.  A resource limited artificial immune classifier , 2002, Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).

[39]  Jonathan Timmis,et al.  Artificial immune systems as a novel soft computing paradigm , 2003, Soft Comput..

[40]  J Timmis,et al.  An artificial immune system for data analysis. , 2000, Bio Systems.

[41]  Kevin P. Anchor,et al.  CDIS: Towards a Computer Immune System for Detecting Network Intrusions , 2001, Recent Advances in Intrusion Detection.

[42]  Jonathan Timmis,et al.  AINE: an immunological approach to data mining , 2001, Proceedings 2001 IEEE International Conference on Data Mining.

[43]  N K Jerne,et al.  Towards a network theory of the immune system. , 1973, Annales d'immunologie.

[44]  Dipankar Dasgupta An Overview of Artificial Immune Systems and Their Applications , 1993 .