Title:
ANALYSIS DATA ANALYTICS METHOD AND ANALYSIS DATA ANALYTICS DEVICE
Document Type and Number:
WIPO Patent Application WO/2018/134952
Kind Code:
A1
Abstract:
This analysis data analytics method is an analytics method that uses machine learning of analysis result data (31) measured by an analysis device (1). The analysis data analytics method includes a step for generating simulation data (32) arrived at by adding data variation to the analysis result data (31) within a range that does not affect identification, a step for performing machine learning using the generated simulation data (32), and a step for performing differentiation using a differentiation standard (23b) obtained through the machine learning.
Inventors:
TAMAI YUSUKE (JP)
KAJIHARA SHIGEKI (JP)
FUJITA SHIN (JP)
AISU RYOTA (JP)
KAJIHARA SHIGEKI (JP)
FUJITA SHIN (JP)
AISU RYOTA (JP)
Application Number:
PCT/JP2017/001793
Publication Date:
July 26, 2018
Filing Date:
January 19, 2017
Export Citation:
Assignee:
SHIMADZU CORP (JP)
International Classes:
G01N27/62
Domestic Patent References:
| WO2014085826A2 | 2014-06-05 | |||
| WO2014128912A1 | 2014-08-28 |
Foreign References:
| JP5200246B2 | 2013-06-05 | |||
| JP2014521055A | 2014-08-25 | |||
| JP2011145179A | 2011-07-28 | |||
| JP2013210207A | 2013-10-10 | |||
| JP2016028229A | 2016-02-25 |
Other References:
See also references of EP 3572805A4
Attorney, Agent or Firm:
MIYAZONO, Hirokazu (JP)
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