Name
Abstract | ||
|---|---|---|
An immune system without tissue is like evolution without genes. Something very important is missing. Here we present the novel concept of tissue for artificial immune systems. Much like the genetic representation of genetic algorithms, tissue provides an interface between problem and immune algorithm. Two tissue-growing algorithms are presented with experimental results illustrating their abilities to dynamically cluster data and provide useful signals. The use of tissue to provide an innate immune response driving the adaptive response of conventional immune algorithms is then discussed. |
Year | DOI | Venue |
|---|---|---|
2005 | 10.1007/11536444_11 | ICARIS |
Keywords | Field | DocType |
cluster data,immune system,genetic algorithm,conventional immune algorithm,artificial immune system,immune algorithm,innate immune response,adaptive response,genetic representation | Artificial immune system,Computer science,Innate immune system,Immune system,Genetic representation,Artificial intelligence,Intrusion detection system,Adaptive response,Genetic algorithm | Conference |
Volume | ISSN | ISBN |
3627 | 0302-9743 | 3-540-28175-4 |
Citations | PageRank | References |
18 | 2.98 | 4 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Peter J. Bentley | 1 | 963 | 113.11 |
| Julie Greensmith | 2 | 624 | 41.87 |
| Supiya Ujjin | 3 | 23 | 4.59 |