A Novel Combination of Negative and Positive Selection in Artificial Immune Systems

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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Main Authors: Nguyen, Van Truong, Nguyen, Xuan Hoai, Luong, Chi Mai
Format: Article
Language:English
Published: H. : ĐHQGHN 2015
Subjects:
Artificial immune systems
Negative selection
Positive selection
Intrusion detection
Detector
Online Access:http://repository.vnu.edu.vn/handle/VNU_123/962
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Institution: Vietnam National University, Hanoi
Language: English
id oai:112.137.131.14:VNU_123-962
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spelling 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

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