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检索条件"主题词=Negative Selection Algorithm"
174 条 记 录,以下是1-10 订阅
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negative selection algorithm for Unsupervised Anomaly Detection
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APPLIED SCIENCES-BASEL 2024年 第23期14卷 11040页
作者: Bereta, Michal Cracow Univ Technol Dept Comp Sci PL-31155 Krakow Poland
In this work, we present a modification of the well-known negative selection algorithm (NSA), inspired by the process of T-cell generation in the immune system. The approach employs spherical detectors and was initial... 详细信息
来源: 评论
A novel negative selection algorithm with hyper-rectangle detectors based on full coverage of state space for anomaly detection
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JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2023年 第1期45卷 719-730页
作者: Gu, Ming Li, Dong Gong, Lanlan Liu, Jia Liu, Shulin Changzhou Univ Sch Petr Engn Changzhou Peoples R China Shanghai Univ Sch Mech Engn & Automat Shanghai Peoples R China
The traditional negative selection algorithm with a randomly generated hypersphere detector is unable to satisfy the development needs of continuous learning due to the inherent defects of the detector. This paper pro... 详细信息
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Self-adaptive mobile web service discovery approach based on modified negative selection algorithm
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NEURAL COMPUTING & APPLICATIONS 2022年 第3期34卷 2007-2029页
作者: Garba, Salisu Mohamad, Radziah Saadon, Nor Azizah Univ Teknol Malaysia Fac Engn Sch Comp Skudai 81310 Johor Malaysia
This paper proposes a self-adaptive mobile web service (MWS) discovery approach based on the modified negative selection algorithm (M-NSA) to improve the effectiveness and accuracy of MWS discovery in dynamic mobile e... 详细信息
来源: 评论
Botnet detection using negative selection algorithm, convolution neural network and classification methods
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EVOLVING SYSTEMS 2022年 第1期13卷 101-115页
作者: Hosseini, Soodeh Nezhad, Ali Emamali Seilani, Hossein Shahid Bahonar Univ Kerman Fac Math & Comp Dept Comp Sci Kerman Iran Shahid Bahonar Univ Kerman Mahani Math Res Ctr Kerman Iran Bahmanyar Univ Kerman Sch Comp Engn Kerman Iran
Botnet is a network and internet risk. It is necessary to detect botnet by analyzing and monitoring in order to quickly prevent them. Most approaches are proposed to detect bots using processing and preprocessing on a... 详细信息
来源: 评论
Using known nonself samples to improve negative selection algorithm
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APPLIED INTELLIGENCE 2022年 第1期52卷 482-500页
作者: Li, Zhiyong Li, Tao Sichuan Univ Sch Cyber Sci & Engn Chengdu 610065 Peoples R China Honghe Univ Ctr Informat Technol Mengzi 661199 Peoples R China
negative selection algorithm is the core algorithm of artificial immune system. It only uses the self for training and generates detectors to detect abnormalities. Holes are feature space areas that the detector fails... 详细信息
来源: 评论
A survey of intrusion detection techniques based on negative selection algorithm
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INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT 2022年 第SUPPL 1期13卷 175-185页
作者: Singh, Kuldeep Kaur, Lakhwinder Maini, Raman Punjabi Univ Dept Comp Sci & Engn Patiala Punjab India
The Artificial Immune System (AIS) is a powerful information processing system in adaptability, distribution, self-regulation, and decentralization control in computer networks inspired by the human immune system (HIS... 详细信息
来源: 评论
negative selection algorithm Based on Antigen Density Clustering
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IEEE ACCESS 2020年 8卷 44967-44975页
作者: Yang, Chao Jia, Lin Chen, Bing-Qiu Wen, Hai-Yang Hubei Univ Sch Comp Sci & Informat Engn Wuhan 430062 Peoples R China Hubei Educ Informatizat Engn Technol Res Ctr Wuhan 430062 Peoples R China Hubei Univ Fac Math & Stat Hubei Key Lab Appl Math Wuhan 430062 Peoples R China
The negative selection algorithm (NSA) is one of the basic algorithms of the artificial immune system. In the traditional negative selection algorithm, candidate detectors are randomly generated without considering th... 详细信息
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A negative selection algorithm with hypercube interface detectors for anomaly detection
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APPLIED SOFT COMPUTING 2024年 154卷
作者: Gu, Ming Li, Dong Liu, Jia Shan, Wangweiyi Liu, Shulin Changzhou Univ Sch Petr & Nat Gas Engn Changzhou 213164 Peoples R China Shanghai Univ Sch Mechatron Engn & Automat Shanghai 200072 Peoples R China
negative selection algorithms play an important role in anomaly detection. Interface detectors are a special negative selection algorithm that completely eliminates outer holes, but there are detection blind areas. Th... 详细信息
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Anomaly process detection using negative selection algorithm and classification techniques
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EVOLVING SYSTEMS 2021年 第3期12卷 769-778页
作者: Hosseini, Soodeh Seilani, Hossein Shahid Bahonar Univ Kerman Fac Math & Comp Dept Comp Sci Kerman Iran Shahid Bahonar Univ Kerman Mahani Math Res Ctr Kerman Iran Bahmanyar Univ Kerman Sch Comp Engn Kerman Iran
Artificial immune system is derived from the biological immune system. This system is an important method for generating detectors that include self-adaption, self- regulation and self-learning which have self/non-sel... 详细信息
来源: 评论
A Cuckoo Search Detector Generation-based negative selection algorithm
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Computer Systems Science & Engineering 2021年 第8期38卷 183-195页
作者: Ayodele Lasisi Ali M.Aseere Department of Mathematical Sciences Faculty of ScienceAugustine UniversityIlara-EpeLagosNigeria Department and College of Computer Science King Khalid UniversityAbhaKingdom of Saudi Arabia
The negative selection algorithm(NSA)is an adaptive technique inspired by how the biological immune system discriminates the self from *** asserts itself as one of the most important algorithms of the artificial immun... 详细信息
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