Stephen M George

Title: Stephen M. George and Efficient Anomaly Detection

Introduction

Stephen M. George is an inventor based in Dumfries, Virginia. His patent work addresses the challenge of detecting anomalies efficiently in high-volume transaction operations. He is associated with Capital One Services, LLC.

Latest Patents

The provided information identifies one patent for George: “Efficient Anomaly Detection for High Volume Operations.” The invention describes a method and system designed to reduce the computational cost of anomaly detection during high-volume transaction processing.

The method identifies event motifs that recur across historical event sequences and groups them into motif dictionaries associated with different categories. It searches a record’s event sequence using those dictionaries to determine a motif profile, then selects a category based on that profile. The system checks whether the record’s values meet failure criteria for the selected category and, when they do, modifies the record according to an action mapped to that category. George is credited with 1 patent.

Career Highlights

George’s listed patent focuses on applying historical patterns to categorize transaction records and guide actions when specified failure criteria are met. This approach is intended to make anomaly detection more computationally efficient in high-volume operations.

Collaborations

The provided information names Samuel Sharpe and Christian Schwantes as George’s coworkers. The patent information supplied does not specify their roles or contributions to this invention.

Conclusion

Stephen M. George’s patent presents a motif-based approach to reducing the computational demands of anomaly detection in high-volume transaction processing.