Introducting Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection
Dendritic cells are antigen presenting cells that provide a vital link between the innate and adaptive immune system. Research into this family of cells has revealed that they perform the role of coordinating T-cell based immune responses, both reactive and for generating tolerance. We have derived...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Published: |
2005
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| Online Access: | https://eprints.nottingham.ac.uk/582/ |
| _version_ | 1848790436539269120 |
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| author | Greensmith, Julie Aickelin, Uwe Cayzer, Steve |
| author_facet | Greensmith, Julie Aickelin, Uwe Cayzer, Steve |
| author_sort | Greensmith, Julie |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | Dendritic cells are antigen presenting cells that provide a
vital link between the innate and adaptive immune system. Research into this family of cells has revealed that they perform the role of coordinating T-cell based immune responses, both reactive and for generating tolerance. We have derived an algorithm based on the functionality of these cells, and have used the signals and differentiation pathways to build a control mechanism for an artificial immune system. We present our algorithmic details in addition to some preliminary results, where the algorithm was applied for the purpose of anomaly detection. We hope
that this algorithm will eventually become the key component within a large, distributed immune system, based on sound imnological concepts. |
| first_indexed | 2025-11-14T18:12:35Z |
| format | Conference or Workshop Item |
| id | nottingham-582 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:12:35Z |
| publishDate | 2005 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-5822020-05-04T20:30:51Z https://eprints.nottingham.ac.uk/582/ Introducting Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection Greensmith, Julie Aickelin, Uwe Cayzer, Steve Dendritic cells are antigen presenting cells that provide a vital link between the innate and adaptive immune system. Research into this family of cells has revealed that they perform the role of coordinating T-cell based immune responses, both reactive and for generating tolerance. We have derived an algorithm based on the functionality of these cells, and have used the signals and differentiation pathways to build a control mechanism for an artificial immune system. We present our algorithmic details in addition to some preliminary results, where the algorithm was applied for the purpose of anomaly detection. We hope that this algorithm will eventually become the key component within a large, distributed immune system, based on sound imnological concepts. 2005 Conference or Workshop Item PeerReviewed Greensmith, Julie, Aickelin, Uwe and Cayzer, Steve (2005) Introducting Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection. In: Proceedings of the 4th International Conference on Artificial Immune Systems (ICARIS 2005), Banff, Canada. |
| spellingShingle | Greensmith, Julie Aickelin, Uwe Cayzer, Steve Introducting Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection |
| title | Introducting Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection |
| title_full | Introducting Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection |
| title_fullStr | Introducting Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection |
| title_full_unstemmed | Introducting Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection |
| title_short | Introducting Dendritic Cells as a Novel Immune-Inspired Algorithm for Anomaly Detection |
| title_sort | introducting dendritic cells as a novel immune-inspired algorithm for anomaly detection |
| url | https://eprints.nottingham.ac.uk/582/ |