CN115427984A - 机器学习程序、机器学习方法以及机器学习装置 - Google Patents

机器学习程序、机器学习方法以及机器学习装置 Download PDF

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Publication number
CN115427984A
CN115427984A CN202080099907.1A CN202080099907A CN115427984A CN 115427984 A CN115427984 A CN 115427984A CN 202080099907 A CN202080099907 A CN 202080099907A CN 115427984 A CN115427984 A CN 115427984A
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data
model
machine learning
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clustering
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松尾达
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Fujitsu Ltd
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Fujitsu Ltd
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    • 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
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • 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
    • G06N3/084—Backpropagation, e.g. using gradient descent

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  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
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  • General Physics & Mathematics (AREA)
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  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
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  • Molecular Biology (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
CN202080099907.1A 2020-05-11 2020-05-11 机器学习程序、机器学习方法以及机器学习装置 Pending CN115427984A (zh)

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PCT/JP2020/018777 WO2021229630A1 (ja) 2020-05-11 2020-05-11 機械学習プログラム，機械学習方法および機械学習装置

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US (1) US20230021674A1 (https=)
EP (1) EP4152222A4 (https=)
JP (1) JP7409495B2 (https=)
CN (1) CN115427984A (https=)
WO (1) WO2021229630A1 (https=)

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US12412124B2 (en) * 2021-12-01 2025-09-09 Capital One Services, Llc Detecting category-specific bias using overfitted machine learning models
US12596940B2 (en) * 2022-02-23 2026-04-07 GE Precision Healthcare LLC Smart training and smart deployment of machine learning models
JP2024081979A (ja) * 2022-12-07 2024-06-19 株式会社サキコーポレーション 撮像画像振り分け装置、撮像画像振り分け方法、データセットおよび学習システム
CN117370554B (zh) * 2023-09-25 2025-07-08 中和农信农业集团有限公司 一种衍生数据的验证方法、装置，终端设备及存储介质

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JP6632193B2 (ja) * 2015-01-16 2020-01-22 キヤノン株式会社 情報処理装置、情報処理方法、及びプログラム
JP6588494B2 (ja) * 2017-05-01 2019-10-09 日本電信電話株式会社 抽出装置、分析システム、抽出方法及び抽出プログラム
JP2019045929A (ja) * 2017-08-30 2019-03-22 キヤノン株式会社 情報処理装置、情報処理方法、及びプログラム
JP6971112B2 (ja) 2017-09-29 2021-11-24 株式会社Ｓｃｒｅｅｎホールディングス 教師データ作成支援装置、分類装置および教師データ作成支援方法
JP6973197B2 (ja) * 2018-03-09 2021-11-24 オムロン株式会社 データセット検証装置、データセット検証方法、およびデータセット検証プログラム

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EP4152222A4 (en) 2023-06-07
US20230021674A1 (en) 2023-01-26
JP7409495B2 (ja) 2024-01-09
JPWO2021229630A1 (https=) 2021-11-18
WO2021229630A1 (ja) 2021-11-18
EP4152222A1 (en) 2023-03-22

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