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.
Unsupervised feature selection and class labeling for credit card fraud,
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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.