A Novel Combination of Negative and Positive Selection in Artificial Immune Systems
Artificial Immune System (AIS) is a multidisciplinary research area that combines the principles of immunology and computation. Negative Selection Algorithms (NSA) is one of the most popular models of AIS mainly designed for one-class learning problems such as anomaly detection. Positive Selection A...
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oai:112.137.131.14:VNU_123-9622018-07-15T15:47:52Z A Novel Combination of Negative and Positive Selection in Artificial Immune Systems Nguyen, Van Truong Nguyen, Xuan Hoai Luong, Chi Mai Artificial immune systems Negative selection Positive selection Intrusion detection Detector Artificial Immune System (AIS) is a multidisciplinary research area that combines the principles of immunology and computation. Negative Selection Algorithms (NSA) is one of the most popular models of AIS mainly designed for one-class learning problems such as anomaly detection. Positive Selection Algorithms (PSA) is the twin brother of NSA with quite similar performance for AIS. Both NSAs and PSAs comprise of two phases: generating a setD of detectors from a given set. 2015-08-14T03:05:50Z 2015-08-14T03:05:50Z 2015 Article Nguyen, Van Truong, Nguyen, Xuan Hoai, Luong, Chi Mai. (2015). A Novel Combination of Negative and Positive Selection in Artificial Immune Systems. VNU Journal of Science: Comp. Science & Com. Eng. Vol. 31, No. 1 (2015), p. 22-31 0866-8612 http://repository.vnu.edu.vn/handle/VNU_123/962 en Vol. 31, No. 1; p. 22-31 application/pdf H. : ĐHQGHN |
| institution |
Vietnam National University, Hanoi |
| building |
VNU Library & Information Center |
| country |
Vietnam |
| collection |
VNU Digital Repository |
| language |
English |
| topic |
Artificial immune systems Negative selection Positive selection Intrusion detection Detector |
| spellingShingle |
Artificial immune systems Negative selection Positive selection Intrusion detection Detector Nguyen, Van Truong Nguyen, Xuan Hoai Luong, Chi Mai A Novel Combination of Negative and Positive Selection in Artificial Immune Systems |
| description |
Artificial Immune System (AIS) is a multidisciplinary research area that combines the principles of immunology and computation. Negative Selection Algorithms (NSA) is one of the most popular models of AIS mainly designed for one-class learning problems such as anomaly detection. Positive Selection Algorithms (PSA) is the twin brother of NSA with quite similar performance for AIS. Both NSAs and PSAs comprise of two phases: generating a setD of detectors from a given set. |
| format |
Article |
| author |
Nguyen, Van Truong Nguyen, Xuan Hoai Luong, Chi Mai |
| author_facet |
Nguyen, Van Truong Nguyen, Xuan Hoai Luong, Chi Mai |
| author_sort |
Nguyen, Van Truong |
| title |
A Novel Combination of Negative and Positive Selection in Artificial Immune Systems |
| title_short |
A Novel Combination of Negative and Positive Selection in Artificial Immune Systems |
| title_full |
A Novel Combination of Negative and Positive Selection in Artificial Immune Systems |
| title_fullStr |
A Novel Combination of Negative and Positive Selection in Artificial Immune Systems |
| title_full_unstemmed |
A Novel Combination of Negative and Positive Selection in Artificial Immune Systems |
| title_sort |
novel combination of negative and positive selection in artificial immune systems |
| publisher |
H. : ĐHQGHN |
| publishDate |
2015 |
| url |
http://repository.vnu.edu.vn/handle/VNU_123/962 |
| _version_ |
1680964639534350336 |