Financebinary risk scoring / anomaly-oriented classificationproposed/applied research workflow with a concrete fraud-detection application, but source excerpt does not confirm commercial deployment.

Credit card fraud detection with improved LightGBM for extreme class imbalance

Train a fraud detector that is better at spotting the very rare bad transactions hidden among huge numbers of normal card payments.

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