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1. WO2018101128 - METHOD AND DEVICE FOR ESTIMATING VALUE TO BE ESTIMATED ASSOCIATED WITH SPECIMEN

Publication Number WO/2018/101128
Publication Date 07.06.2018
International Application No. PCT/JP2017/041856
International Filing Date 21.11.2017
IPC
G01N 19/00 2006.1
GPHYSICS
01MEASURING; TESTING
NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
19Investigating materials by mechanical methods
CPC
G01N 1/00
GPHYSICS
01MEASURING; TESTING
NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
1Sampling; Preparing specimens for investigation
G01N 19/00
GPHYSICS
01MEASURING; TESTING
NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
19Investigating materials by mechanical methods
G01N 2001/1087
GPHYSICS
01MEASURING; TESTING
NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
1Sampling; Preparing specimens for investigation
02Devices for withdrawing samples
10in the liquid or fluent state
1087Categories of sampling
G01N 2001/1093
GPHYSICS
01MEASURING; TESTING
NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
1Sampling; Preparing specimens for investigation
02Devices for withdrawing samples
10in the liquid or fluent state
1087Categories of sampling
1093Composite sampling; Cumulative sampling
G01N 2291/0215
GPHYSICS
01MEASURING; TESTING
NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
2291Indexing codes associated with group G01N29/00
02Indexing codes associated with the analysed material
021Gases
0215Mixtures of three or more gases, e.g. air
G01N 2291/0255
GPHYSICS
01MEASURING; TESTING
NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
2291Indexing codes associated with group G01N29/00
02Indexing codes associated with the analysed material
025Change of phase or condition
0255(Bio)chemical reactions, e.g. on biosensors
Applicants
  • 国立研究開発法人物質・材料研究機構 NATIONAL INSTITUTE FOR MATERIALS SCIENCE [JP]/[JP]
Inventors
  • 柴 弘太 SHIBA Kota
  • 田村 亮 TAMURA Ryo
  • 今村 岳 IMAMURA Gaku
  • 吉川 元起 YOSHIKAWA Genki
Agents
  • 特許業務法人浅村特許事務所 ASAMURA PATENT OFFICE, P.C.
Priority Data
2016-23079329.11.2016JP
Publication Language Japanese (ja)
Filing Language Japanese (JA)
Designated States
Title
(EN) METHOD AND DEVICE FOR ESTIMATING VALUE TO BE ESTIMATED ASSOCIATED WITH SPECIMEN
(FR) PROCÉDÉ ET DISPOSITIF POUR L'ESTIMATION DE VALEUR À ESTIMER ASSOCIÉE À UN ÉCHANTILLON
(JA) 試料に対応付けられた推定対象値を推定する方法及び装置
Abstract
(EN) The present invention provides a method and a device for estimating a value to be estimated associated with a specimen, by performing machine learning of a relationship between a value of an estimation object and an output corresponding thereto, based on an output from a chemical sensor with regard to a plurality of specimens for which specific values to be estimated are known, and using the result of the mechanical learning to estimate a specific value to be estimated on the basis of an output from the chemical sensor with regard to a given unknown specimen.
(FR) La présente invention concerne un procédé et un dispositif pout l'estimation d'une valeur à estimer associée à un échantillon, par la réalisation d'apprentissage automatique d'une relation entre une valeur d'un objet d'estimation et une sortie correspondant à celle-ci, en fonction d'une sortie provenant d'un capteur chimique par rapport à une pluralité d'échantillons pour lesquels des valeurs spécifiques à estimer sont connues, et l'utilisation du résultat de l'apprentissage automatique pour estimer une valeur spécifique à estimer sur la base d'une sortie du capteur chimique par rapport à un échantillon inconnu donné.
(JA) 特定の推定対象の値が既知の複数の試料に対する化学センサからの出力から、推定対象の値とそれに対応する出力との関係を機械学習し、与えられた未知の試料に対する化学センサからの出力に基づいて、この機械学習結果を使用して特定の推定対象の値を推定することにより、試料に対応付けられた推定対象値を推定する方法及び装置を提供する。
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