SG11201804355UA - Data analysis apparatus, method, and program - Google Patents

Data analysis apparatus, method, and program

Info

Publication number
SG11201804355UA
SG11201804355UA SG11201804355UA SG11201804355UA SG11201804355UA SG 11201804355U A SG11201804355U A SG 11201804355UA SG 11201804355U A SG11201804355U A SG 11201804355UA SG 11201804355U A SG11201804355U A SG 11201804355UA SG 11201804355U A SG11201804355U A SG 11201804355UA
Authority
SG
Singapore
Prior art keywords
statistical
data
samples
analysis apparatus
group information
Prior art date
Application number
SG11201804355UA
Inventor
Hiroyuki Yamamoto
Original Assignee
Human Metabolome Tech Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Human Metabolome Tech Inc filed Critical Human Metabolome Tech Inc
Publication of SG11201804355UA publication Critical patent/SG11201804355UA/en

Links

Classifications

    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/20—Supervised data analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/15—Correlation function computation including computation of convolution operations
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N99/00—Subject matter not provided for in other groups of this subclass

Abstract

A data analysis apparatus performs multivariate analysis with data items on statistical samples. The data analysis apparatus (50) includes a storage (52) and a controller (51). The storage records statistical data (X) for managing the data items per statistical sample, and group information (Y) indicating an arrangement order of groups formed by statistical samples. The controller performs calculation processing based on the statistical data and the group information. The controller calculates, based on the statistical data, a kernel matrix (K) in which a matrix element represents a relationship between a statistical sample corresponding to a row number and a statistical sample corresponding to a column number of the matrix element in the statistical samples. The controller performs calculation processing based on a partial least squares method under a condition defined by the kernel matrix and the group information, to calculate a score for the statistical samples.
SG11201804355UA 2015-11-26 2016-11-21 Data analysis apparatus, method, and program SG11201804355UA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2015230862 2015-11-26
PCT/JP2016/084509 WO2017090566A1 (en) 2015-11-26 2016-11-21 Data analysis apparatus, method, and program

Publications (1)

Publication Number Publication Date
SG11201804355UA true SG11201804355UA (en) 2018-06-28

Family

ID=58764279

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201804355UA SG11201804355UA (en) 2015-11-26 2016-11-21 Data analysis apparatus, method, and program

Country Status (7)

Country Link
US (1) US20180357205A1 (en)
EP (1) EP3382610A4 (en)
JP (1) JP6286111B2 (en)
KR (1) KR20180082472A (en)
CN (1) CN108369666A (en)
SG (1) SG11201804355UA (en)
WO (1) WO2017090566A1 (en)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019202728A1 (en) * 2018-04-20 2019-10-24 ヒューマン・メタボローム・テクノロジーズ株式会社 Data analyzer and data analysis method
JP7437003B2 (en) 2019-07-01 2024-02-22 ヒューマン・メタボローム・テクノロジーズ株式会社 Data analysis device and method
CN110928262B (en) * 2019-12-17 2022-11-15 中国人民解放军火箭军工程大学 Quality-related fault online monitoring method for efficiently updating model in time-varying system
KR20210143464A (en) * 2020-05-20 2021-11-29 삼성에스디에스 주식회사 Apparatus for data analysis and method thereof
CN112328962B (en) * 2020-11-27 2021-12-31 深圳致星科技有限公司 Matrix operation optimization method, device and equipment and readable storage medium
CN116049157A (en) * 2023-01-04 2023-05-02 北京京航计算通讯研究所 Quality data analysis method and system

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101446831B (en) * 2008-12-30 2011-05-25 东北大学 Decentralized process monitoring method
WO2014071411A1 (en) * 2012-11-05 2014-05-08 Carolyn Slupsky Determining disease states using biomarker profiles
JP6715451B2 (en) * 2015-04-08 2020-07-01 国立大学法人山梨大学 Mass spectrum analysis system, method and program

Also Published As

Publication number Publication date
WO2017090566A1 (en) 2017-06-01
KR20180082472A (en) 2018-07-18
JPWO2017090566A1 (en) 2018-02-08
US20180357205A1 (en) 2018-12-13
JP6286111B2 (en) 2018-02-28
EP3382610A1 (en) 2018-10-03
CN108369666A (en) 2018-08-03
EP3382610A4 (en) 2019-07-17

Similar Documents

Publication Publication Date Title
SG11201804355UA (en) Data analysis apparatus, method, and program
MX2017014748A (en) Method and system for determining a status of one or more tanks in a particular location.
MY168690A (en) Information processing apparatus, information processing method, and information processing program product
WO2009035108A1 (en) Correspondence learning apparatus and method and correspondence learning program, annotation apparatus and method and annotation program, and retrieval apparatus and method and retrieval program
WO2015102919A3 (en) Modular image analysis system and method
WO2013019869A3 (en) Data fingerpringting for copy accuracy assurance
MX2016014057A (en) Method and apparatus for organizing media content.
WO2015035056A3 (en) Prognostics-based estimator
WO2014152281A3 (en) Ribosomal ribonucleic acid hybridization for organism identification
GB2538625A8 (en) Systems and methods for evaluating search query terms for improving search results
WO2015195836A3 (en) Systems and methods for assessing patient readmission risk and selecting post-acute care intervention
WO2014005040A3 (en) Automated clinical evidence sheet workflow
BR112018016984A2 (en) computerized method for running on a computer system and computer program product
MX2019007413A (en) Systems and methods for creation of personal genetic profile products.
WO2015116550A3 (en) Performing analytics on protected health information
JP2018175840A5 (en)
EP3176706A3 (en) Automated analysis of data reports to determine data structure and to perform automated data processing
MX2017012758A (en) Method and apparatus for estimating the quantity of microorganisms within a taxonomic unit in a sample.
JP2013125329A5 (en)
MX2014004471A (en) Precision phenotyping using score space proximity analysis.
WO2019161039A3 (en) Size standards for next-generation sequencing
RU2017101356A (en) RECOGNITION OF ESSENTIALS TO IMPROVE WORK WITH DOCUMENTS
Kang et al. The analysis of inquisitive tendency of'Problem-Solving Method and Process' section in high school Informatics textbooks
WO2014071237A3 (en) Modifying time data values based on segment rules
WO2013119451A3 (en) Tools and methods for determining relationship values