- Title
- Rapid anomaly detection using integrated prudence analysis (IPA)
- Creator
- Maruatona, Omaru; Vamplew, Peter; Dazeley, Richard; Watters, Paul
- Date
- 2018
- Type
- Text; Conference proceedings
- Identifier
- http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/180805
- Identifier
- vital:15825
- Identifier
-
https://doi.org/10.1007/978-3-030-04503-6_12
- Identifier
- ISBN:0302-9743
- Abstract
- Integrated Prudence Analysis has been proposed as a method to maximize the accuracy of rule based systems. The paper presents evaluation results of the three Prudence methods on public datasets which demonstrate that combining attribute-based and structural Prudence produces a net improvement in Prudence Accuracy.
- Publisher
- Cham: Springer International Publishing
- Relation
- PAKDD 2018.Trends and Applications in Knowledge Discovery and Data Mining. p. 137-141
- Rights
- All metadata describing materials held in, or linked to, the repository is freely available under a CC0 licence
- Rights
- Copyright Springer
- Subject
- Expert systems; Integrated prudence; Prudence analysis
- Reviewed
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