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Key number

210 million transactions

Total Monthly Transactions. International Journal of Intelligent Systems and Data Science p.9

Key number

0.9184

Ensemble Recall. International Journal of Intelligent Systems and Data Science p.1

Temporal Layering and Rule-Based Matching in Distributed Settlement Ledgers: A Multi-Horizon Reconciliation Architecture for Financial Break Detection

Research paperInternational Journal of Intelligent Systems and Data ScienceOctober 202618 pages

The paper introduces a multi-horizon reconciliation architecture that coordinates daily batch, hourly incremental partitioning, and real-time listener interception over a single transaction stream.

AI-Driven Predictive Analytics Framework for Financial Fraud Detection in Digital Transactions

Research paperInternational Journal of Intelligent Systems and Data ScienceOctober 202614 pages

On a six-million-transaction synthetic dataset, the proposed ensemble attains a recall of 0.9184 at a false-positive rate of 0.0186.