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Artificial Immune Recognition System (AIRS): Revisions and Refinements
A. Watkins and J. Timmis
In J. Timmis and P.J. Bentley, editors, 1st International Conference on Artificial Immune Systems, pages 182-196, University of Kent at Canterbury, September 2002. Unversity of Kent at Canterbury Printing Unit.Abstract
This paper revisits the Artificial Immmune Recognition System (AIRS) that has been developed as an immune-inspired supervised learning algorithm. Certain unnecessary complications of the original algorithm are discussed and means of overcomming these complexities are proposed. Experimental evidence is presented to support these revisions which do not sacrifice the accuracy of the original algorihtm but, rather, maintain accuracy whilst increasing the simplicity and data reduction capabilities of AIRS.
Bibtex Record
@inproceedings{1505, author = {Watkins, A. and Timmis, J.}, title = {Artificial {I}mmune {R}ecognition {S}ystem ({AIRS}): {R}evisions and {R}efinements}, month = {September}, year = {2002}, pages = {182-196}, keywords = {determinacy analysis, Craig interpolants}, note = {}, doi = {}, url = {http://www.cs.kent.ac.uk/pubs/2002/1505}, publication_type = {inproceedings}, submission_id = {21739_1031841864}, ISBN = {1902671325}, booktitle = {1st International Conference on Artificial Immune Systems}, editor = {Timmis, J. and Bentley, P.J.}, address = {University of Kent at Canterbury}, publisher = {Unversity of Kent at Canterbury Printing Unit}, refereed = {yes}, }