JP7287505B2 - 学習支援プログラム、学習支援方法及び学習支援装置 - Google Patents

学習支援プログラム、学習支援方法及び学習支援装置 Download PDF

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JP7287505B2
JP7287505B2 JP2021570583A JP2021570583A JP7287505B2 JP 7287505 B2 JP7287505 B2 JP 7287505B2 JP 2021570583 A JP2021570583 A JP 2021570583A JP 2021570583 A JP2021570583 A JP 2021570583A JP 7287505 B2 JP7287505 B2 JP 7287505B2
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distance metric
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裕司 溝渕
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Fujitsu Ltd
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/211—Selection of the most significant subset of features
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/22—Matching criteria, e.g. proximity measures
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • 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
    • G06N3/0499—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
    • G06N3/0895—Weakly supervised learning, e.g. semi-supervised or self-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
    • G06N3/09—Supervised learning
    • 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
    • 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
    • G06N5/045—Explanation of inference; Explainable artificial intelligence [XAI]; Interpretable artificial intelligence

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  • Engineering & Computer Science (AREA)
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  • Data Mining & Analysis (AREA)
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  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
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  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
JP2021570583A 2020-01-16 2020-01-16 学習支援プログラム、学習支援方法及び学習支援装置 Active JP7287505B2 (ja)

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PCT/JP2020/001382 WO2021144938A1 (ja) 2020-01-16 2020-01-16 学習支援プログラム、学習支援方法及び学習支援装置

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JPWO2021144938A5 JPWO2021144938A5 (https=) 2022-06-24
JP7287505B2 true JP7287505B2 (ja) 2023-06-06

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GB202017510D0 (en) * 2020-09-29 2020-12-23 Univ Oxford Innovation Ltd Method of training a machine learning model, method of assessing ultrasound measurement data, method of determining information about an anatomical featur
JP7314331B1 (ja) 2022-01-28 2023-07-25 俊二 有賀 Ａｉを用いた類似デザイン判定システム
EP4379671B1 (en) * 2022-12-01 2026-03-18 Siemens Mobility GmbH Assessment of input-output datasets using local complexity values and associated data structure
US20240211796A1 (en) * 2022-12-22 2024-06-27 Microsoft Technology Licensing, Llc Explanation of emergent semantics in embedding spaces via analogy
CN116361679B (zh) * 2023-06-02 2023-08-11 青岛豪迈电缆集团有限公司 基于数据驱动的电缆寿命智能预测方法及系统

Citations (1)

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JP2013161295A (ja) 2012-02-06 2013-08-19 Canon Inc ラベル付加装置、ラベル付加方法及びプログラム

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US11024424B2 (en) * 2017-10-27 2021-06-01 Nuance Communications, Inc. Computer assisted coding systems and methods

Patent Citations (1)

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Publication number Priority date Publication date Assignee Title
JP2013161295A (ja) 2012-02-06 2013-08-19 Canon Inc ラベル付加装置、ラベル付加方法及びプログラム

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
岡田将吾(外３名)，「ユーザとの相互作用を通じた画像分類システムの開発」，2010年度人工知能学会全国大会(第24回)論文集, [CD-ROM]，2010年06月11日，Session ID: 2G2-OS9-6, Pages 1-4，ISSN: 1347-9881, <DOI: 10.11517/pjsai.JSAI2010.0_2G2OS96>

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