JP7364083B2 - 機械学習プログラム、機械学習方法および情報処理装置 - Google Patents

機械学習プログラム、機械学習方法および情報処理装置 Download PDF

Info

Publication number
JP7364083B2
JP7364083B2 JP2022536027A JP2022536027A JP7364083B2 JP 7364083 B2 JP7364083 B2 JP 7364083B2 JP 2022536027 A JP2022536027 A JP 2022536027A JP 2022536027 A JP2022536027 A JP 2022536027A JP 7364083 B2 JP7364083 B2 JP 7364083B2
Authority
JP
Japan
Prior art keywords
machine learning
training data
learning model
data group
generation unit
Prior art date
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.)
Active
Application number
JP2022536027A
Other languages
English (en)
Japanese (ja)
Other versions
JPWO2022013954A1 (enExample
JPWO2022013954A5 (enExample
Inventor
智哉 野呂
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Fujitsu Ltd
Original Assignee
Fujitsu Ltd
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 Fujitsu Ltd filed Critical Fujitsu Ltd
Publication of JPWO2022013954A1 publication Critical patent/JPWO2022013954A1/ja
Publication of JPWO2022013954A5 publication Critical patent/JPWO2022013954A5/ja
Application granted granted Critical
Publication of JP7364083B2 publication Critical patent/JP7364083B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • G06N20/20Ensemble learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/09Supervised learning

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Machine Translation (AREA)
JP2022536027A 2020-07-14 2020-07-14 機械学習プログラム、機械学習方法および情報処理装置 Active JP7364083B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2020/027411 WO2022013954A1 (ja) 2020-07-14 2020-07-14 機械学習プログラム、機械学習方法および情報処理装置

Publications (3)

Publication Number Publication Date
JPWO2022013954A1 JPWO2022013954A1 (enExample) 2022-01-20
JPWO2022013954A5 JPWO2022013954A5 (enExample) 2022-12-28
JP7364083B2 true JP7364083B2 (ja) 2023-10-18

Family

ID=79555365

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2022536027A Active JP7364083B2 (ja) 2020-07-14 2020-07-14 機械学習プログラム、機械学習方法および情報処理装置

Country Status (4)

Country Link
US (1) US20230096957A1 (enExample)
EP (1) EP4184397A4 (enExample)
JP (1) JP7364083B2 (enExample)
WO (1) WO2022013954A1 (enExample)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12288139B2 (en) * 2020-12-02 2025-04-29 Sap Se Iterative machine learning and relearning

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2006252333A (ja) 2005-03-11 2006-09-21 Nara Institute Of Science & Technology データ処理方法、データ処理装置およびそのプログラム
JP2009110064A (ja) 2007-10-26 2009-05-21 Toshiba Corp 分類モデル学習装置および分類モデル学習方法
JP2018045559A (ja) 2016-09-16 2018-03-22 富士通株式会社 情報処理装置、情報処理方法およびプログラム
JP2019016025A (ja) 2017-07-04 2019-01-31 株式会社日立製作所 情報処理システム
JP2020047079A (ja) 2018-09-20 2020-03-26 富士通株式会社 学習プログラム、学習方法および学習装置

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH03105663A (ja) * 1989-09-20 1991-05-02 Fujitsu Ltd 強化学習処理方式
KR100901640B1 (ko) * 2006-05-10 2009-06-09 주식회사 케이티 음성 인식을 위한 음성 특징 벡터 양자화에 있어 비균일표본을 기반으로 하는 학습 데이터 선정 방법
BR112017003893A8 (pt) * 2014-09-12 2017-12-26 Microsoft Corp Rede dnn aluno aprendiz via distribuição de saída
JP6678930B2 (ja) * 2015-08-31 2020-04-15 インターナショナル・ビジネス・マシーンズ・コーポレーションInternational Business Machines Corporation 分類モデルを学習する方法、コンピュータ・システムおよびコンピュータ・プログラム
US10242443B2 (en) * 2016-11-23 2019-03-26 General Electric Company Deep learning medical systems and methods for medical procedures
US10325224B1 (en) * 2017-03-23 2019-06-18 Palantir Technologies Inc. Systems and methods for selecting machine learning training data
JP2019087012A (ja) * 2017-11-07 2019-06-06 キヤノン株式会社 情報処理装置、情報処理方法、コンピュータプログラム、及び記憶媒体
WO2020096099A1 (ko) * 2018-11-09 2020-05-14 주식회사 루닛 기계 학습 방법 및 장치

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2006252333A (ja) 2005-03-11 2006-09-21 Nara Institute Of Science & Technology データ処理方法、データ処理装置およびそのプログラム
JP2009110064A (ja) 2007-10-26 2009-05-21 Toshiba Corp 分類モデル学習装置および分類モデル学習方法
JP2018045559A (ja) 2016-09-16 2018-03-22 富士通株式会社 情報処理装置、情報処理方法およびプログラム
JP2019016025A (ja) 2017-07-04 2019-01-31 株式会社日立製作所 情報処理システム
JP2020047079A (ja) 2018-09-20 2020-03-26 富士通株式会社 学習プログラム、学習方法および学習装置

Also Published As

Publication number Publication date
US20230096957A1 (en) 2023-03-30
JPWO2022013954A1 (enExample) 2022-01-20
WO2022013954A1 (ja) 2022-01-20
EP4184397A4 (en) 2023-06-21
EP4184397A1 (en) 2023-05-24

Similar Documents

Publication Publication Date Title
Warnow Computational phylogenetics: an introduction to designing methods for phylogeny estimation
JP6962532B1 (ja) 事象予測装置および事象予測用プログラム
WO2020170052A1 (en) Disease-gene prioritization method and system
JP2015230570A (ja) 学習モデル作成装置、判定システムおよび学習モデル作成方法
US11146580B2 (en) Script and command line exploitation detection
JP2019191827A (ja) 質問応答装置、質問応答方法及びプログラム
JP6172317B2 (ja) 混合モデル選択の方法及び装置
JP2020060970A (ja) コンテキスト情報生成方法、コンテキスト情報生成装置およびコンテキスト情報生成プログラム
JP2019160236A (ja) 学習データ生成方法、学習データ生成プログラムおよびデータ構造
CN111858947B (zh) 自动知识图谱嵌入方法和系统
JP7364083B2 (ja) 機械学習プログラム、機械学習方法および情報処理装置
JP4935047B2 (ja) 情報処理装置、情報処理方法、およびプログラム
JP7163618B2 (ja) 学習装置、学習方法、プログラム及び推定装置
US20230122920A1 (en) Pathway generation apparatus, pathway generation method, and pathway generation program
CN111259664A (zh) 医学文本信息的确定方法、装置、设备及存储介质
CN115630696A (zh) 知识点预测方法、装置、电子设备及存储介质
JP2020140674A (ja) 回答選択装置及びプログラム
JP7593473B2 (ja) 互換性評価装置、互換性評価方法、及び、プログラム
US12141663B2 (en) Double-barreled question predictor and correction
CN112115705B (zh) 一种电子简历的筛选方法及装置
JP7387521B2 (ja) 論述構造推定方法、論述構造推定装置、および論述構造推定プログラム
Hosseini et al. Pool and accuracy based stream classification: a new ensemble algorithm on data stream classification using recurring concepts detection
Villacorta et al. Sensitivity analysis in the scenario method: A multi-objective approach
Liu Computational Complexity Meets Statistical Efficiency: From Change Point Estimation to Monotonicity Testing
CN119599106B (zh) 基于预训练模型的图神经网络知识图谱补全方法

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20221013

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20221013

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20230905

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20230918

R150 Certificate of patent or registration of utility model

Ref document number: 7364083

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150