On permutation masks in hamming negative selection

Thomas Stibor*, Jonathan Timmis, Claudia Eckert

*Awdur cyfatebol y gwaith hwn

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (Nid-Cyfnodolyn fathau)

7 Dyfyniadau(SciVal)

Crynodeb

Permutation masks were proposed for reducing the number of holes in Hamming negative selection when applying the r-contignous or r-chunk matching rule. Here, we show that (randomly determined) permutation masks re-arrange the semantic representation of the underlying data and therefore shatter self-regions. As a consequence, detectors do not cover areas around self regions, instead they cover randomly distributed elements across the space. In addition, we observe that the resulting holes occur in regions where actually no self regions should occur.

Iaith wreiddiolSaesneg
TeitlArtificial Immune Systems - 5th International Conference, ICARIS 2006. Proceedings
CyhoeddwrSpringer Nature
Tudalennau122-135
Nifer y tudalennau14
ISBN (Argraffiad)3540377492, 9783540377498
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 2006
Digwyddiad5th International Conference on Artificial Immune Systems, ICARIS 2006 - Oeiras, Portiwgal
Hyd: 04 Medi 200606 Medi 2006

Cyfres gyhoeddiadau

EnwLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Cyfrol4163 LNCS
ISSN (Argraffiad)0302-9743
ISSN (Electronig)1611-3349

Cynhadledd

Cynhadledd5th International Conference on Artificial Immune Systems, ICARIS 2006
Gwlad/TiriogaethPortiwgal
DinasOeiras
Cyfnod04 Medi 200606 Medi 2006

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