JP7335352B2 - アンサンブル・モデルの強化された多様性および学習 - Google Patents

アンサンブル・モデルの強化された多様性および学習 Download PDF

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JP7335352B2
JP7335352B2 JP2021559389A JP2021559389A JP7335352B2 JP 7335352 B2 JP7335352 B2 JP 7335352B2 JP 2021559389 A JP2021559389 A JP 2021559389A JP 2021559389 A JP2021559389 A JP 2021559389A JP 7335352 B2 JP7335352 B2 JP 7335352B2
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サテ、サケト
トゥラガ、ディーパク、スリニバス
アッガーワル、チャル
パブルリ、ベンカタ、ナガラジュ
チャン、ユアン－チ
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    • 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
    • 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
    • G06F18/2115—Selection of the most significant subset of features by evaluating different subsets according to an optimisation criterion, e.g. class separability, forward selection or backward elimination
    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G06F18/232—Non-hierarchical techniques
    • G06F18/2321—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
    • G06F18/23213—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions with fixed number of clusters, e.g. K-means clustering
    • G—PHYSICS
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    • G06F18/00—Pattern recognition
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    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/259—Fusion by voting

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JP2021559389A 2019-04-11 2020-03-18 アンサンブル・モデルの強化された多様性および学習 Active JP7335352B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US16/381,979 US11593716B2 (en) 2019-04-11 2019-04-11 Enhanced ensemble model diversity and learning
US16/381,979 2019-04-11
PCT/IB2020/052472 WO2020208445A1 (en) 2019-04-11 2020-03-18 Enhanced ensemble model diversity and learning

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JP2022527366A JP2022527366A (ja) 2022-06-01
JP2022527366A5 JP2022527366A5 (https=) 2022-08-12
JP7335352B2 true JP7335352B2 (ja) 2023-08-29

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US (1) US11593716B2 (https=)
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CN (1) CN113632112A (https=)
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KR20240068162A (ko) * 2022-11-10 2024-05-17 삼성전자주식회사 이미지의 객체를 분류하는 분류 방법 및 이를 수행하는 분류 장치
US12050626B2 (en) * 2022-11-21 2024-07-30 Hewlett Packard Enterprise Development Lp Unsupervised segmentation of a univariate time series dataset using motifs and shapelets
JP2025049280A (ja) * 2023-09-21 2025-04-03 ソフトバンクグループ株式会社 システム
JP2025056785A (ja) * 2023-09-26 2025-04-08 ソフトバンクグループ株式会社 システム
JP7706730B1 (ja) * 2024-08-16 2025-07-14 ＡＩ ｉｎｓｉｄｅ株式会社 プログラム、方法、自律分散処理システム
WO2026038705A1 (ko) * 2024-08-16 2026-02-19 주식회사 Lg 경영개발원 예측 시스템 및 이의 제어 방법, 그리고 예측 시스템의 학습 방법
KR102831812B1 (ko) * 2024-08-16 2025-07-09 주식회사 Lg 경영개발원 예측 시스템 및 이의 제어 방법, 그리고 예측 시스템의 학습 방법

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JP2013161298A (ja) 2012-02-06 2013-08-19 Nippon Steel & Sumitomo Metal 分類器作成装置、分類器作成方法、及びコンピュータプログラム
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JP2020532025A (ja) 2017-08-11 2020-11-05 ビュノ インコーポレイテッドＶｕｎｏ， Ｉｎｃ． 被検体の致命的症状の発生を早期に予測するための予測結果を生成する方法、及びそれを利用する装置

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GB2598061A (en) 2022-02-16
WO2020208445A1 (en) 2020-10-15
US11593716B2 (en) 2023-02-28
GB202115645D0 (en) 2021-12-15
US20200327456A1 (en) 2020-10-15
CN113632112A (zh) 2021-11-09
JP2022527366A (ja) 2022-06-01

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