CN117396896A - 预测装置、学习装置、预测方法、学习方法、预测程序及学习程序 - Google Patents

预测装置、学习装置、预测方法、学习方法、预测程序及学习程序 Download PDF

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Publication number
CN117396896A
CN117396896A CN202280035307.8A CN202280035307A CN117396896A CN 117396896 A CN117396896 A CN 117396896A CN 202280035307 A CN202280035307 A CN 202280035307A CN 117396896 A CN117396896 A CN 117396896A
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data
prediction
learning
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角田皓亮
藤森贵大
李海仁
竹本真平
南拓也
奥野好成
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Resonac Corp
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Resonac Corp
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    • 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
    • G06N3/0499—Feedforward 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
    • G06N3/08—Learning methods
    • G06N3/09—Supervised 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
    • G06N3/08—Learning methods
    • G06N3/0985—Hyperparameter optimisation; Meta-learning; Learning-to-learn

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  • Engineering & Computer Science (AREA)
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  • Physics & Mathematics (AREA)
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  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
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  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Complex Calculations (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
CN202280035307.8A 2021-05-18 2022-04-14 预测装置、学习装置、预测方法、学习方法、预测程序及学习程序 Pending CN117396896A (zh)

Applications Claiming Priority (3)

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JP2021083921 2021-05-18
JP2021-083921 2021-05-18
PCT/JP2022/017833 WO2022244563A1 (ja) 2021-05-18 2022-04-14 予測装置、学習装置、予測方法、学習方法、予測プログラム及び学習プログラム

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CN117396896A true CN117396896A (zh) 2024-01-12

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US (1) US20240232659A1 (https=)
EP (1) EP4343620A4 (https=)
JP (2) JP7298789B2 (https=)
CN (1) CN117396896A (https=)
WO (1) WO2022244563A1 (https=)

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US12554796B2 (en) * 2021-05-28 2026-02-17 Nvidia Corporation Optimizing parameter estimation for training neural networks
US20250077372A1 (en) * 2023-09-06 2025-03-06 Dell Products L.P. Proactive insights for system health
JP2025137162A (ja) 2024-03-08 2025-09-19 富士通株式会社 施策特定プログラム、施策特定方法および情報処理装置
JP2026004702A (ja) 2024-06-26 2026-01-15 富士通株式会社 機械学習モデルの訓練プログラム、機械学習モデルの訓練方法および機械学習モデルの訓練装置

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JPH10224990A (ja) * 1997-02-10 1998-08-21 Fuji Electric Co Ltd 電力需要量予測値補正方法
JP2001195379A (ja) * 2000-01-14 2001-07-19 Nippon Telegr & Teleph Corp <Ntt> 多数決予測機械の構成方法、多数決予測機械及びその記録媒体
JP2006309709A (ja) 2005-03-30 2006-11-09 Jfe Steel Kk 結果予測装置、制御装置及び品質設計装置
JP4857597B2 (ja) * 2005-05-02 2012-01-18 富士電機株式会社 油入電気機器の劣化診断方法
JP6881137B2 (ja) 2017-08-03 2021-06-02 日本製鉄株式会社 製品の状態予測装置及び方法、製造プロセスの制御システム、並びにプログラム
JP6705570B2 (ja) * 2018-03-27 2020-06-10 日本製鉄株式会社 解析システム、解析方法、およびプログラム
US11491729B2 (en) * 2018-05-02 2022-11-08 Carnegie Mellon University Non-dimensionalization of variables to enhance machine learning in additive manufacturing processes
US11593650B2 (en) * 2019-03-27 2023-02-28 GE Precision Healthcare LLC Determining confident data samples for machine learning models on unseen data
JP7269122B2 (ja) * 2019-07-18 2023-05-08 株式会社日立ハイテク データ分析装置、データ分析方法及びデータ分析プログラム
JP7335146B2 (ja) 2019-11-29 2023-08-29 株式会社エアウィーヴ マットレス、およびクッション体カバー

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US20240232659A1 (en) 2024-07-11
EP4343620A4 (en) 2025-04-30
JP7298789B2 (ja) 2023-06-27
WO2022244563A1 (ja) 2022-11-24
JPWO2022244563A1 (https=) 2022-11-24
EP4343620A1 (en) 2024-03-27
JP2023113928A (ja) 2023-08-16

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