JP6774129B1 - 解析装置、解析方法及び解析プログラム - Google Patents

解析装置、解析方法及び解析プログラム Download PDF

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JP6774129B1
JP6774129B1 JP2020016010A JP2020016010A JP6774129B1 JP 6774129 B1 JP6774129 B1 JP 6774129B1 JP 2020016010 A JP2020016010 A JP 2020016010A JP 2020016010 A JP2020016010 A JP 2020016010A JP 6774129 B1 JP6774129 B1 JP 6774129B1
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JP2021124805A (ja
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望 窪田
望 窪田
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Priority to EP20918102.3A priority patent/EP4102418A4/en
Priority to CN202080005675.9A priority patent/CN113490956B/zh
Priority to CN202110609294.8A priority patent/CN113469368A/zh
Priority to PCT/JP2020/036328 priority patent/WO2021157124A1/ja
Priority to US17/608,978 priority patent/US11568264B2/en
Priority to CN202210750874.3A priority patent/CN115271091A/zh
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    • 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
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • 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
    • G06N3/08—Learning methods
    • G06N3/0985—Hyperparameter optimisation; Meta-learning; Learning-to-learn
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N10/00—Quantum computing, i.e. information processing based on quantum-mechanical phenomena
    • G06N10/20—Models of quantum computing, e.g. quantum circuits or universal quantum computers
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N10/00—Quantum computing, i.e. information processing based on quantum-mechanical phenomena
    • G06N10/60—Quantum algorithms, e.g. based on quantum optimisation, quantum Fourier or Hadamard transforms
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/004—Artificial life, i.e. computing arrangements simulating life
    • G06N3/006—Artificial life, i.e. computing arrangements simulating life based on simulated virtual individual or collective life forms, e.g. social simulations or particle swarm optimisation [PSO]
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    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks

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  • Computer Vision & Pattern Recognition (AREA)
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  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
JP2020016010A 2020-02-03 2020-02-03 解析装置、解析方法及び解析プログラム Active JP6774129B1 (ja)

Priority Applications (9)

Application Number Priority Date Filing Date Title
JP2020016010A JP6774129B1 (ja) 2020-02-03 2020-02-03 解析装置、解析方法及び解析プログラム
JP2020140108A JP7437763B2 (ja) 2020-02-03 2020-08-21 解析装置、解析方法及び解析プログラム
CN202080005675.9A CN113490956B (zh) 2020-02-03 2020-09-25 解析装置、解析方法以及解析程序
CN202110609294.8A CN113469368A (zh) 2020-02-03 2020-09-25 解析装置、解析方法以及解析程序
EP20918102.3A EP4102418A4 (en) 2020-02-03 2020-09-25 ANALYSIS DEVICE, ANALYSIS METHOD AND ANALYSIS PROGRAM
PCT/JP2020/036328 WO2021157124A1 (ja) 2020-02-03 2020-09-25 解析装置、解析方法及び解析プログラム
US17/608,978 US11568264B2 (en) 2020-02-03 2020-09-25 Using shape information and loss functions for predictive modelling
CN202210750874.3A CN115271091A (zh) 2020-02-03 2020-09-25 信息处理装置、信息处理方法以及计算机可读的存储介质
US17/665,424 US20220156647A1 (en) 2020-02-03 2022-02-04 Analysis device, analysis method, and analysis program

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WO (1) WO2021157124A1 (enExample)

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JP2022165271A (ja) * 2021-04-19 2022-10-31 日新電機株式会社 モデル生成装置、図面検索装置、モデル生成方法、および図面検索方法

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CN120440226A (zh) * 2025-07-08 2025-08-08 集美大学 基于Stacking和SHAP的船舶主机能耗预测及可解释性方法及装置

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JP2022143627A (ja) * 2021-03-18 2022-10-03 株式会社奥村組 シールド掘進機の掘進予測モデル
JP7613962B2 (ja) 2021-03-18 2025-01-15 株式会社奥村組 シールド掘進機の掘進予測モデル
JP2022165271A (ja) * 2021-04-19 2022-10-31 日新電機株式会社 モデル生成装置、図面検索装置、モデル生成方法、および図面検索方法
JP7688251B2 (ja) 2021-04-19 2025-06-04 日新電機株式会社 モデル生成装置、情報処理装置、モデル生成方法、および情報処理装置の制御方法

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CN113490956A (zh) 2021-10-08
WO2021157124A1 (ja) 2021-08-12
EP4102418A4 (en) 2024-03-06
JP2021124805A (ja) 2021-08-30
US20220147829A1 (en) 2022-05-12
EP4102418A1 (en) 2022-12-14
US11568264B2 (en) 2023-01-31
US20220156647A1 (en) 2022-05-19
JP2021125210A (ja) 2021-08-30
JP7437763B2 (ja) 2024-02-26
CN113490956B (zh) 2022-05-31

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