JPWO2023188017A1 - - Google Patents

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Publication number
JPWO2023188017A1
JPWO2023188017A1 JP2024510813A JP2024510813A JPWO2023188017A1 JP WO2023188017 A1 JPWO2023188017 A1 JP WO2023188017A1 JP 2024510813 A JP2024510813 A JP 2024510813A JP 2024510813 A JP2024510813 A JP 2024510813A JP WO2023188017 A1 JPWO2023188017 A1 JP WO2023188017A1
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.)
Pending
Application number
JP2024510813A
Other languages
Japanese (ja)
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 filed Critical
Publication of JPWO2023188017A1 publication Critical patent/JPWO2023188017A1/ja
Pending legal-status Critical Current

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Classifications

    • 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
    • G06N3/094Adversarial learning
    • 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
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/047Probabilistic or stochastic networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/0475Generative networks
    • 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
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00Computing arrangements based on specific mathematical models
    • G06N7/01Probabilistic graphical models, e.g. probabilistic networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Probability & Statistics with Applications (AREA)
  • Algebra (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Mathematical Analysis (AREA)
  • Computational Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Testing And Monitoring For Control Systems (AREA)
JP2024510813A 2022-03-29 2022-03-29 Pending JPWO2023188017A1 (https=)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2022/015591 WO2023188017A1 (ja) 2022-03-29 2022-03-29 学習用データ生成装置、学習用データ生成方法及びプログラム

Publications (1)

Publication Number Publication Date
JPWO2023188017A1 true JPWO2023188017A1 (https=) 2023-10-05

Family

ID=88200134

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2024510813A Pending JPWO2023188017A1 (https=) 2022-03-29 2022-03-29

Country Status (3)

Country Link
US (1) US20250165799A1 (https=)
JP (1) JPWO2023188017A1 (https=)
WO (1) WO2023188017A1 (https=)

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021095101A1 (ja) * 2019-11-11 2021-05-20 日本電信電話株式会社 学習装置、検知装置、学習方法、及び異常検知方法
WO2021161405A1 (ja) * 2020-02-12 2021-08-19 日本電信電話株式会社 異常データ生成装置、異常データ生成モデル学習装置、異常データ生成方法、異常データ生成モデル学習方法、プログラム

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11550682B2 (en) * 2020-10-20 2023-01-10 International Business Machines Corporation Synthetic system fault generation

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021095101A1 (ja) * 2019-11-11 2021-05-20 日本電信電話株式会社 学習装置、検知装置、学習方法、及び異常検知方法
WO2021161405A1 (ja) * 2020-02-12 2021-08-19 日本電信電話株式会社 異常データ生成装置、異常データ生成モデル学習装置、異常データ生成方法、異常データ生成モデル学習方法、プログラム

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
JINSONG YANG他: "Conditional GAN and 2-D CNN for Bearing Fault Diagnosis With Small Samples", IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT [オンライン], vol. 70, JPN6025004484, 8 October 2021 (2021-10-08), ISSN: 0005578628 *
池内光希 ほか: ""障害データ生成に基づく要因特定手法の一検討"", 電子情報通信学会2020年総合大会講演論文集 通信2, JPN6022025042, 3 March 2020 (2020-03-03), pages 130, ISSN: 0005578629 *

Also Published As

Publication number Publication date
WO2023188017A1 (ja) 2023-10-05
US20250165799A1 (en) 2025-05-22

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