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Patent drawing for Anomaly anti-pattern
US 7,693,589 B2
Machine learning US 7,693,589 B2 Expired

Anomaly anti-pattern

This is a computer system designed to spot and manage problems in a process. It collects data about things that are going wrong and uses it to create a visual guide, like a color-coded map, showing how serious different issues are. When new problems appear, the system places them on this map, and based on whether they land in a mild, warning, or critical zone, it triggers specific responses, such as showing more details or automatically halting the entire process.

Why it matters: Filed before the widespread adoption of advanced machine learning for anomaly detection and pattern recognition. The ability to identify complex 'non-productive emergent information' and build sophisticated 'inference or reasoning models' from diverse data sources has dramatically improved since 2007.

Status
ExpiredProtection ended and was never renewed
How hard to build
SpecializedSoftware logic, data collection, visual mapping

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