- Patent Title: Anomaly detection model selection and validity for time series data
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Application No.: US14882694Application Date: 2015-10-14
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Publication No.: US10373070B2Publication Date: 2019-08-06
- Inventor: Anthony T. Brew , Donagh S. Horgan , Ian Manning , Vinh Tuan Thai
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent Reza Sarbakhsh
- Main IPC: G06N99/00
- IPC: G06N99/00 ; G06N20/00
Abstract:
Deploying a model for anomaly detection in time series data. A period of data is received. A model of the period of data is received. It is determined that the model fits a part of the period of data and that the fitted part of the period of data includes the most recent data. A reduced model for the part of the period of data that fit the received model is built. The reduced model is deployed.
Public/Granted literature
- US20170109630A1 ANOMALY DETECTION MODEL SELECTION AND VALIDITY FOR TIME SERIES DATA Public/Granted day:2017-04-20
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