Login| Sign Up| Help| Contact|

Patent Searching and Data


Title:
ANALYSIS DATA PROCESSING METHOD AND ANALYSIS DATA PROCESSING DEVICE
Document Type and Number:
WIPO Patent Application WO/2018/025361
Kind Code:
A1
Abstract:
This analysis data processing method is a method for processing multidimensional analysis data that has been collected by an analysis device for a plurality of samples and comprises output values from a plurality of channels of a multichannel detector that the analysis device is provided with by applying an analysis method using statistical machine learning to the analysis data. This analysis data processing method is characterized in that a nonlinear regression function or discriminant function expressing analysis data obtained for a known sample is calculated, the contributions of the output values of the plurality of channels composing the analysis data for the known sample to the calculated nonlinear regression function or discriminant function are calculated from differentials of the nonlinear regression function or discriminant function, and a channel to be used in the processing of analysis data obtained from an unknown sample is selected from among the plurality of detector channels on the basis of the contributions.

Inventors:
NODA, Akira (1 Nishinokyo-Kuwabara-cho, Nakagyo-ku, Kyoto-sh, Kyoto 11, 〒6048511, JP)
Application Number:
JP2016/072873
Publication Date:
February 08, 2018
Filing Date:
August 03, 2016
Export Citation:
Click for automatic bibliography generation   Help
Assignee:
SHIMADZU CORPORATION (1 Nishinokyo-Kuwabara-cho, Nakagyo-ku Kyoto-sh, Kyoto 11, 〒6048511, JP)
International Classes:
G01N30/78; G01N21/00; G06F19/24; G06N99/00
Foreign References:
JP2011150408A2011-08-04
Other References:
SIMONYAN KAREN ET AL.: "Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps", ARXIV, 20 January 1221 (1221-01-20), XP055226059, Retrieved from the Internet [retrieved on 20161024]
Attorney, Agent or Firm:
KYOTO INTERNATIONAL PATENT LAW OFFICE (Hougen-Sizyokarasuma Building, 37 Motoakuozi-tyo, Higasinotouin Sizyo-sagaru, Simogyo-ku, Kyoto-s, Kyoto 91, 〒6008091, JP)
Download PDF: