A Systematic Review of Anomaly Detection for Business Process Event Logs
Author:
Publisher
Springer Science and Business Media LLC
Subject
Information Systems
Link
https://link.springer.com/content/pdf/10.1007/s12599-023-00794-y.pdf
Reference75 articles.
1. Aggarwal CC (2017) An introduction to outlier analysis. In: Aggarwal CC (ed) Outlier analysis. Springer, Heidelberg, pp 1–34
2. Andrews R, Wynn MT, Vallmuur K, Ter Hofstede AH, Bosley E, Elcock M, Rashford S (2019) Leveraging data quality to better prepare for process mining: an approach illustrated through analysing road trauma pre-hospital retrieval and transport processes in queensland. Int J Environ Res Pub Health 16(7):1138
3. Bao L, Li Q, Lu P, Lu J, Ruan T, Zhang K (2018) Execution anomaly detection in large-scale systems through console log analysis. J Syst Softw 143:172–186
4. Bezerra F, Wainer J (2011) Fraud detection in process aware systems. Int J Bus Process Integ Manag 5(2):121–129
5. Bezerra F, Wainer J (2013) Algorithms for anomaly detection of traces in logs of process aware information systems. Inf Syst 38(1):33–44
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