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LoPAD: A Local Prediction Approach to Anomaly Detection

Dependency-based anomaly detection methods detect anomalies by looking at the deviations from the normal probabilistic dependency among variables and are able to discover more subtle and meaningful anomalies. However, with high dimensional data, they face two key challenges. One is how to find the r...

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Detalles Bibliográficos
Autores principales: Lu, Sha, Liu, Lin, Li, Jiuyong, Le, Thuc Duy, Liu, Jixue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7206231/
http://dx.doi.org/10.1007/978-3-030-47436-2_50