Self-updating continual learning classification method based on artificial immune system-Reference-Cited by-同舟云学术

Self-updating continual learning classification method based on artificial immune system

Published:2022-02-15 Issue:11 Volume:52 Page:12817-12843
ISSN:0924-669X
Container-title:Applied Intelligence
language:en
Short-container-title:Appl Intell

Author:

Sun Xin,Wang Haotian^ORCID,Liu Shulin,Li Dong,Xiao Haihua

Funder

national natural science foundation of china

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Link

https://link.springer.com/content/pdf/10.1007/s10489-021-03123-6.pdf

Reference54 articles.

1. Michalski RS (1986) The multi-purpose incremental learning system AQ15 and its testing application to three medical domains. In: Proceedings of the fifth national conference on artificial intelligence

2. Li Z, Hoiem D (2017) Learning without Forgetting. IEEE Trans Pattern Anal Mach Intell 40(12):2935–2947. https://doi.org/10.1109/TPAMI.2017.2773081

3. Rebuffi SA, Kolesnikov A, Sperl G, Lampert CH (2016) iCaRL: incremental Classifier and Representation Learning. IEEE Comp Soc 1:5533–5542. https://doi.org/10.1109/CVPR.2017.587

4. Shen F, Ouyang Q, Kasai W, Hasegawa O (2013) A general associative memory based on self-organizing incremental neural network. Neurocomputing 104(Mar.15):57–71. https://doi.org/10.1016/j.neucom.2012.10.003

5. Liu D, Cong M, Du Y (2017) Episodic memory-based robotic planning under uncertainty. IEEE Trans Ind Electron 64(2):1762–1772. https://doi.org/10.1109/TIE.2016.2613507

Cited by 10 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Vaccine Enhanced Continual Learning With TFE to Overcome Catastrophic Forgetting for Variable Speed-Bearing Fault Diagnosis;IEEE Transactions on Industrial Informatics;2024-05

2. RETRACTED: Domain graph attention neural network: A new mechanical fault diagnosis method with few samples;Journal of Intelligent & Fuzzy Systems;2024-04-18

3. A novel immune detector training method for network anomaly detection;Applied Intelligence;2024-01

4. Artificial Immune-Based Semi-supervised Learning for Classification;2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC);2023-11-02

5. Application of Improved Artificial Immune System Algorithm Based on Applied Mathematics for Optimization of Manpower Allocation in Construction Engineering;Processes;2023-06-21