CleverCatch integrates domain expert rules into a weak supervision neural model via shared embeddings and synthetic training data, reporting modest gains over anomaly detection baselines on real prescription data.
Knowgraph: Knowledge-enabled anomaly detection via logical reasoning on graph data,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection
CleverCatch integrates domain expert rules into a weak supervision neural model via shared embeddings and synthetic training data, reporting modest gains over anomaly detection baselines on real prescription data.