Author:
Xie Guojie,Wang Tianlei,Liu Dekang,Zhang Wandong,Lai Xiaoping
Funder
Natural Science Foundation of Zhejiang Province
National Key Research and Development Program of China
Fundamental Research Funds for the Provincial Universities of Zhejiang
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Reference47 articles.
1. Pang G, Shen C, Cao L, Hengel AVD (2021) Deep learning for anomaly detection: A review. ACM Computing Surveys (CSUR) 54(2):1–38
2. Ruff L, Kauffmann JR, Vandermeulen RA, Montavon G, Samek W, Kloft M, Dietterich TG, Müller K-R (2021) A unifying review of deep and shallow anomaly detection. Proc IEEE 109(5):756–795. https://doi.org/10.1109/JPROC.2021.3052449
3. Schölkopf B, Platt JC, Shawe-Taylor J, Smola AJ, Williamson RC (2001) Estimating the support of a high-dimensional distribution. Neural Comput 13(7):1443–1471
4. Tax DM, Duin RP (2004) Support vector data description. Mach Learn 54(1):45–66
5. Pidhorskyi S, Almohsen R, Doretto G (2018) Generative probabilistic novelty detection with adversarial autoencoders. Adv Neural Inf Process Syst 31:1–12