STREAM DATA ANOMALY DETECTION METHOD AND DEVICE

Patent №

US 9,305,043

Granted

2016-04-05

Filed 2013

Owner

HITACHI, LTD.

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14003563

The present invention is a stream data anomaly detection method for detecting an anomaly in input data received by a computer. The computer has: an input module for receiving the input data; an anomaly detection unit for detecting an anomaly in the input data; and an index management unit for calculating an index for the detection of an anomaly in the input data. The anomaly detection unit compares the received input data with the index and detects an anomaly in the input data when the difference between the value of the input data and the index satisfies a predetermined condition. The index management unit determines whether or not the index should be recalculated, and, when the index is determined to be recalculated, the index management unit recalculates a new index on the basis of the input data and substitutes the index with the calculated index.

Machine learningPlanningAI hardwareG06F 16/2272G06F 16/2228G06F 16/31G06F 16/951H04L 1/20

AI classification

AI hardware1.00
Machine learning0.98
Planning0.93
Knowledge representation0.17
Evolutionary computation0.06
Vision0.01
Natural language0.00
Speech0.00

Ownership

HITACHI, LTD.

assignment · 311500648

Assignors

SAKURAI, TAKAO, HANAI, TOMOHIRO

On an employer assignment, the assignors are typically the inventors.

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