JP7173510B1 - 異常検知装置、システム、方法及びプログラム - Google Patents

異常検知装置、システム、方法及びプログラム Download PDF

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JP7173510B1
JP7173510B1 JP2022549666A JP2022549666A JP7173510B1 JP 7173510 B1 JP7173510 B1 JP 7173510B1 JP 2022549666 A JP2022549666 A JP 2022549666A JP 2022549666 A JP2022549666 A JP 2022549666A JP 7173510 B1 JP7173510 B1 JP 7173510B1
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tree structure
anomaly detection
update
inference
model
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JPWO2023209878A1 (https=
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志門 菅原
純一 出澤
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AISing Ltd
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    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/21—Design, administration or maintenance of databases
    • G06F16/215—Improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or correcting typographical errors
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/906—Clustering; Classification
    • 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
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning

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  • Computer Vision & Pattern Recognition (AREA)
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  • Testing And Monitoring For Control Systems (AREA)
JP2022549666A 2022-04-27 2022-04-27 異常検知装置、システム、方法及びプログラム Active JP7173510B1 (ja)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2025079137A1 (ja) * 2023-10-10 2025-04-17 日本電気株式会社 学習装置、学習方法、および記録媒体

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2020008919A1 (ja) * 2018-07-04 2020-01-09 株式会社エイシング 機械学習装置及び方法
WO2021171863A1 (ja) * 2020-02-27 2021-09-02 オムロン株式会社 モデル更新装置、方法、及びプログラム
WO2021256135A1 (ja) * 2020-06-17 2021-12-23 株式会社エイシング 制御装置、方法及びプログラム

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2020174862A (ja) * 2019-04-17 2020-10-29 キヤノン株式会社 眼科撮影装置及びその制御方法
JP6950911B1 (ja) * 2020-07-31 2021-10-13 株式会社アイデミ— 需要予測プログラム、需要予測装置、需要予測方法、需要予測通知プログラム、需要予測通知装置及び需要予測通知方法
US20220124110A1 (en) * 2020-10-20 2022-04-21 Amazon Technologies, Inc. Anomaly detection using an ensemble of detection models

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2020008919A1 (ja) * 2018-07-04 2020-01-09 株式会社エイシング 機械学習装置及び方法
WO2021171863A1 (ja) * 2020-02-27 2021-09-02 オムロン株式会社 モデル更新装置、方法、及びプログラム
WO2021256135A1 (ja) * 2020-06-17 2021-12-23 株式会社エイシング 制御装置、方法及びプログラム

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
HOENS, T. Ryan et al.，"Learning from streaming data with concept drift and imbalance: an overview"，Progress in Artificial Intelligence [online]，Springer Nature，2012年，No.1，pp.89-101，[検索日 2022.07.05], インターネット:<URL: https://link.springer.com/article/10.1007/s13748-011-0008-0>
HOENS, T. RYAN ET AL.: ""Learning from streaming data with concept drift and imbalance: an overview"", PROGRESS IN ARTIFICIAL INTELLIGENCE [ONLINE], JPN6022028652, 2012, pages 89 - 101, ISSN: 0004883780 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2025079137A1 (ja) * 2023-10-10 2025-04-17 日本電気株式会社 学習装置、学習方法、および記録媒体

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EP4517607A1 (en) 2025-03-05
WO2023209878A1 (ja) 2023-11-02
JPWO2023209878A1 (https=) 2023-11-02
JP7829866B2 (ja) 2026-03-16
US20250278640A1 (en) 2025-09-04
JP2023163114A (ja) 2023-11-09
EP4517607A4 (en) 2026-02-25

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