Online learnability of Statistical Relational Learning in anomaly detection

Statistical Relational Learning (SRL) methods for anomaly detection are introduced via a security-related application. Operational requirements for online learning stability are outlined and compared to mathematical definitions as applied to the learning process of a representative SRL method - Baye...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Jandel, M., Svenson, P., Wadstromer, N.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Analytical models Anomaly detection Bayesian Logic Programs Bayesian methods Knowledge based systems Learning stability Online learning Random variables Stability analysis Statistical Relational Learning Surveillance Training
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