JPWO2021260945A1 - - Google Patents

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Publication number
JPWO2021260945A1
JPWO2021260945A1 JP2022532227A JP2022532227A JPWO2021260945A1 JP WO2021260945 A1 JPWO2021260945 A1 JP WO2021260945A1 JP 2022532227 A JP2022532227 A JP 2022532227A JP 2022532227 A JP2022532227 A JP 2022532227A JP WO2021260945 A1 JPWO2021260945 A1 JP WO2021260945A1
Authority
JP
Japan
Legal status (The legal status 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 status listed.)
Granted
Application number
JP2022532227A
Other languages
Japanese (ja)
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JP7367872B2 (ja
JPWO2021260945A5 (https=
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Publication of JPWO2021260945A1 publication Critical patent/JPWO2021260945A1/ja
Publication of JPWO2021260945A5 publication Critical patent/JPWO2021260945A5/ja
Application granted granted Critical
Publication of JP7367872B2 publication Critical patent/JP7367872B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G06F18/2155—Generating training patterns; Bootstrap methods, e.g. bagging or boosting characterised by the incorporation of unlabelled data, e.g. multiple instance learning [MIL], semi-supervised techniques using expectation-maximisation [EM] or naïve labelling
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
    • G06F18/2178—Validation; Performance evaluation; Active pattern learning techniques based on feedback of a supervisor
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/10—Office automation; Time management
    • G06Q10/105—Human resources
    • G06Q10/1053—Employment or hiring
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/03—Credit; Loans; Processing thereof

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Software Systems (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Human Resources & Organizations (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Strategic Management (AREA)
  • Medical Informatics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Finance (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Accounting & Taxation (AREA)
  • Tourism & Hospitality (AREA)
  • Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Quality & Reliability (AREA)
  • Operations Research (AREA)
  • Technology Law (AREA)
  • Development Economics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
JP2022532227A 2020-06-26 2020-06-26 訓練データ生成プログラム、装置、及び方法 Active JP7367872B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2020/025360 WO2021260945A1 (ja) 2020-06-26 2020-06-26 訓練データ生成プログラム、装置、及び方法

Publications (3)

Publication Number Publication Date
JPWO2021260945A1 true JPWO2021260945A1 (https=) 2021-12-30
JPWO2021260945A5 JPWO2021260945A5 (https=) 2022-12-16
JP7367872B2 JP7367872B2 (ja) 2023-10-24

Family

ID=79282159

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2022532227A Active JP7367872B2 (ja) 2020-06-26 2020-06-26 訓練データ生成プログラム、装置、及び方法

Country Status (4)

Country Link
US (1) US20230117689A1 (https=)
EP (1) EP4174734A4 (https=)
JP (1) JP7367872B2 (https=)
WO (1) WO2021260945A1 (https=)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2023108516A (ja) * 2022-01-25 2023-08-04 富士通株式会社 機械学習プログラム，機械学習方法及び情報処理装置
JP7764775B2 (ja) * 2022-02-02 2025-11-06 富士通株式会社 機械学習プログラム，機械学習方法及び情報処理装置
WO2024058202A1 (ja) * 2022-09-15 2024-03-21 ソニーグループ株式会社 情報処理装置及び情報処理方法、並びにコンピュータプログラム
JP7798761B2 (ja) * 2022-12-27 2026-01-14 株式会社日立ソリューションズ 教師データ編集支援システム、方法、およびプログラム
JP2024121212A (ja) * 2023-02-27 2024-09-06 ソニーグループ株式会社 情報処理装置及び情報処理方法、コンピュータプログラム、並びにイメージセンサ
JPWO2024180775A1 (https=) * 2023-03-02 2024-09-06

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2010204966A (ja) * 2009-03-03 2010-09-16 Nippon Telegr & Teleph Corp <Ntt> サンプリング装置、サンプリング方法、サンプリングプログラム、クラス判別装置およびクラス判別システム。
US20190147371A1 (en) * 2017-11-13 2019-05-16 Accenture Global Solutions Limited Training, validating, and monitoring artificial intelligence and machine learning models
US20190188605A1 (en) * 2017-12-20 2019-06-20 At&T Intellectual Property I, L.P. Machine Learning Model Understanding As-A-Service

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050073918A1 (en) * 2003-10-01 2005-04-07 Ryoichi Ishikawa Optical disc apparatus and tracking control method and program for the optical disc apparatus
US8832116B1 (en) * 2012-01-11 2014-09-09 Google Inc. Using mobile application logs to measure and maintain accuracy of business information
US11068796B2 (en) * 2013-11-01 2021-07-20 International Business Machines Corporation Pruning process execution logs
US10362062B1 (en) * 2016-04-22 2019-07-23 Awake Security, Inc. System and method for evaluating security entities in a computing environment
US20210312362A1 (en) * 2020-04-07 2021-10-07 Microsoft Technology Licensing, Llc Providing action items for an activity based on similar past activities

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2010204966A (ja) * 2009-03-03 2010-09-16 Nippon Telegr & Teleph Corp <Ntt> サンプリング装置、サンプリング方法、サンプリングプログラム、クラス判別装置およびクラス判別システム。
US20190147371A1 (en) * 2017-11-13 2019-05-16 Accenture Global Solutions Limited Training, validating, and monitoring artificial intelligence and machine learning models
US20190188605A1 (en) * 2017-12-20 2019-06-20 At&T Intellectual Property I, L.P. Machine Learning Model Understanding As-A-Service

Also Published As

Publication number Publication date
JP7367872B2 (ja) 2023-10-24
WO2021260945A1 (ja) 2021-12-30
EP4174734A4 (en) 2023-06-14
US20230117689A1 (en) 2023-04-20
EP4174734A1 (en) 2023-05-03

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