ANALYTICAL DATA ANALYSIS METHOD AND ANALYTICAL DATA ANALYZER

Patent №

US 11,423,331

Granted

2022-08-23

Filed 2019

Owner

SHIMADZU CORPORATION

Lab

AI components

4

ml · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16462611

This analytical data analysis method uses machine learning of analysis result data (31) measured by an analyzer (1), and includes generating simulated data (32) in which a data variation has been added to the analysis result data (31) within a range that does not affect identification, performing the machine learning using the generated simulated data (32), and performing discrimination using a discrimination criterion (23b) obtained through the machine learning.

Machine learningPlanningEvolutionary computationAI hardwareH01J 49/0036A61B 5/0033G06N 20/00G06T 7/0012G06V 10/478G06V 20/69G06F 2218/10G06N 7/01

AI classification

Machine learning1.00
AI hardware0.98
Evolutionary computation0.97
Planning0.83
Vision0.29
Knowledge representation0.10
Natural language0.01
Speech0.00

Ownership

SHIMADZU CORPORATION

assignment · 492440698

Assignors

TAMAI, YUSUKE, KAJIHARA, SHIGEKI, FUJITA, SHIN, AISU, RYOTA

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

From the same owner

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