JP7448026B2 - 検知プログラム、モデル生成プログラム、検知方法、モデル生成方法、検知装置及びモデル生成装置 - Google Patents
検知プログラム、モデル生成プログラム、検知方法、モデル生成方法、検知装置及びモデル生成装置 Download PDFInfo
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- JP7448026B2 JP7448026B2 JP2022551471A JP2022551471A JP7448026B2 JP 7448026 B2 JP7448026 B2 JP 7448026B2 JP 2022551471 A JP2022551471 A JP 2022551471A JP 2022551471 A JP2022551471 A JP 2022551471A JP 7448026 B2 JP7448026 B2 JP 7448026B2
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
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- 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
- G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections
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Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/JP2020/035841 WO2022064570A1 (ja) | 2020-09-23 | 2020-09-23 | モデル生成プログラム、モデル生成方法及びモデル生成装置 |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JPWO2022064570A1 JPWO2022064570A1 (https=) | 2022-03-31 |
| JPWO2022064570A5 JPWO2022064570A5 (https=) | 2023-03-08 |
| JP7448026B2 true JP7448026B2 (ja) | 2024-03-12 |
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2022551471A Active JP7448026B2 (ja) | 2020-09-23 | 2020-09-23 | 検知プログラム、モデル生成プログラム、検知方法、モデル生成方法、検知装置及びモデル生成装置 |
Country Status (3)
| Country | Link |
|---|---|
| US (1) | US20230186165A1 (https=) |
| JP (1) | JP7448026B2 (https=) |
| WO (1) | WO2022064570A1 (https=) |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2018063504A (ja) | 2016-10-12 | 2018-04-19 | 株式会社リコー | 生成モデル学習方法、装置及びプログラム |
| JP2020052935A (ja) | 2018-09-28 | 2020-04-02 | 三菱電機インフォメーションシステムズ株式会社 | 学習済みモデルを生成する方法、データを分類する方法、コンピュータおよびプログラム |
Family Cites Families (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9165051B2 (en) * | 2010-08-24 | 2015-10-20 | Board Of Trustees Of The University Of Illinois | Systems and methods for detecting a novel data class |
| US9336484B1 (en) * | 2011-09-26 | 2016-05-10 | The United States Of America As Represented By The Administrator Of The National Aeronautics And Space Administration (Nasa) | System and method for outlier detection via estimating clusters |
| US9031897B2 (en) * | 2012-03-23 | 2015-05-12 | Nuance Communications, Inc. | Techniques for evaluation, building and/or retraining of a classification model |
| US11030536B2 (en) * | 2015-04-16 | 2021-06-08 | Siemens Aktiengesellschaft | Method and apparatus for operating an automation system and accounting for concept drift |
| US20170330109A1 (en) * | 2016-05-16 | 2017-11-16 | Purepredictive, Inc. | Predictive drift detection and correction |
| US20180307741A1 (en) * | 2017-04-25 | 2018-10-25 | Intel Corporation | Filtering training data for simpler rbf models |
| US10209974B1 (en) * | 2017-12-04 | 2019-02-19 | Banjo, Inc | Automated model management methods |
| US10599984B1 (en) * | 2018-03-20 | 2020-03-24 | Verily Life Sciences Llc | Validating a machine learning model after deployment |
| US10810512B1 (en) * | 2018-03-21 | 2020-10-20 | Verily Life Sciences Llc | Validating a machine learning model prior to deployment |
| JP6513314B1 (ja) * | 2018-07-30 | 2019-05-15 | 楽天株式会社 | 判定システム、判定方法及びプログラム |
| US11574144B2 (en) * | 2019-01-07 | 2023-02-07 | Microsoft Technology Licensing, Llc | Performance of a computer-implemented model that acts as a multi-class classifier |
| WO2020219685A1 (en) * | 2019-04-23 | 2020-10-29 | Sciencelogic, Inc. | Distributed learning anomaly detector |
| US11481682B2 (en) * | 2020-05-07 | 2022-10-25 | International Business Machines Corporation | Dataset management in machine learning |
| US11475235B2 (en) * | 2020-05-15 | 2022-10-18 | Equifax Inc. | Clustering techniques for machine learning models |
| US10970650B1 (en) * | 2020-05-18 | 2021-04-06 | King Abdulaziz University | AUC-maximized high-accuracy classifier for imbalanced datasets |
-
2020
- 2020-09-23 WO PCT/JP2020/035841 patent/WO2022064570A1/ja not_active Ceased
- 2020-09-23 JP JP2022551471A patent/JP7448026B2/ja active Active
-
2023
- 2023-02-03 US US18/164,088 patent/US20230186165A1/en active Pending
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2018063504A (ja) | 2016-10-12 | 2018-04-19 | 株式会社リコー | 生成モデル学習方法、装置及びプログラム |
| JP2020052935A (ja) | 2018-09-28 | 2020-04-02 | 三菱電機インフォメーションシステムズ株式会社 | 学習済みモデルを生成する方法、データを分類する方法、コンピュータおよびプログラム |
Also Published As
| Publication number | Publication date |
|---|---|
| US20230186165A1 (en) | 2023-06-15 |
| JPWO2022064570A1 (https=) | 2022-03-31 |
| WO2022064570A1 (ja) | 2022-03-31 |
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