STORAGE MEDIUM STORING ANOMALY DETECTION PROGRAM, ANOMALY DETECTION METHOD, AND ANOMALY DETECTION APPARATUS

Patent №

US 11,699,311

Granted

2023-07-11

Filed 2020

Owner

FUJITSU LIMITED

Lab

AI components

2

planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17132275

An anomaly of a moving object is detected by using a regression function according to k-nearest-neighbor crossover kernel regression. The regression function is configured to derive an estimation value for a value of a second item from a value of a first item regarding a movement of the moving object. Whether the moving object has an anomaly or not is determined, based on whether a difference between an estimation value of the second item and an actually measured value of the second item is smaller than or equal to a threshold. The estimation value of the second item is derived by the regression function from a value of the first item in the log data having values of the first item and values of the second item, and the actually measured value of the second item is also included in the second log data.

PlanningAI hardwareG07C 5/0808G07C 5/0841G06N 5/02G06N 20/00G06N 20/10G07C 5/008

AI classification

Planning0.98
AI hardware0.85
Knowledge representation0.40
Evolutionary computation0.37
Vision0.02
Machine learning0.02
Natural language0.01
Speech0.00

Ownership

FUJITSU LIMITED

assignment · 547390503

Assignors

ITO, TOSHIO

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

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