JPWO2021079460A1 - - Google Patents
Info
- Publication number
- JPWO2021079460A1 JPWO2021079460A1 JP2021553230A JP2021553230A JPWO2021079460A1 JP WO2021079460 A1 JPWO2021079460 A1 JP WO2021079460A1 JP 2021553230 A JP2021553230 A JP 2021553230A JP 2021553230 A JP2021553230 A JP 2021553230A JP WO2021079460 A1 JPWO2021079460 A1 JP WO2021079460A1
- Authority
- JP
- Japan
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
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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
- G06N20/00—Machine learning
- G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
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- 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
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
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- 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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0499—Feedforward networks
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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
- G06N3/09—Supervised learning
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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
- G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/243—Classification techniques relating to the number of classes
- G06F18/2431—Multiple classes
-
- 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
- G06N3/08—Learning methods
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Physics & Mathematics (AREA)
- Software Systems (AREA)
- Artificial Intelligence (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Evolutionary Computation (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Medical Informatics (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Evolutionary Biology (AREA)
- Biophysics (AREA)
- Biomedical Technology (AREA)
- Computational Linguistics (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Image Analysis (AREA)
- Testing And Monitoring For Control Systems (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/JP2019/041691 WO2021079460A1 (ja) | 2019-10-24 | 2019-10-24 | 検出方法、検出プログラムおよび情報処理装置 |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JPWO2021079460A1 true JPWO2021079460A1 (https=) | 2021-04-29 |
| JPWO2021079460A5 JPWO2021079460A5 (https=) | 2022-06-02 |
| JP7306469B2 JP7306469B2 (ja) | 2023-07-11 |
Family
ID=75619738
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2021553230A Active JP7306469B2 (ja) | 2019-10-24 | 2019-10-24 | 検出方法、検出プログラムおよび情報処理装置 |
Country Status (3)
| Country | Link |
|---|---|
| US (1) | US20220188707A1 (https=) |
| JP (1) | JP7306469B2 (https=) |
| WO (1) | WO2021079460A1 (https=) |
Families Citing this family (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP7306468B2 (ja) * | 2019-10-24 | 2023-07-11 | 富士通株式会社 | 検出方法、検出プログラムおよび情報処理装置 |
| CN111797893B (zh) * | 2020-05-26 | 2021-09-14 | 华为技术有限公司 | 一种神经网络的训练方法、图像分类系统及相关设备 |
| CN113438239B (zh) * | 2021-06-25 | 2022-04-19 | 杭州电子科技大学 | 一种基于深度k近邻的网络攻击检测方法及装置 |
| JP7592568B2 (ja) * | 2021-09-15 | 2024-12-02 | 株式会社東芝 | 機械学習モデル評価システム及び方法 |
| KR20240112656A (ko) * | 2023-01-12 | 2024-07-19 | 삼성전자주식회사 | 센서 데이터의 레이블링을 위한 표현 학습 트레이닝 방법 및 장치 |
| US12475601B2 (en) * | 2023-02-08 | 2025-11-18 | Hitachi, Ltd. | Method to compute drift in image data before ml model inference |
| CN116340864B (zh) * | 2023-05-31 | 2023-09-15 | 平安科技（深圳）有限公司 | 一种模型漂移检测方法、装置、设备及其存储介质 |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP6708204B2 (ja) * | 2015-03-23 | 2020-06-10 | 日本電気株式会社 | 精度推定モデル生成システムおよび精度推定システム |
| JP7238470B2 (ja) * | 2018-03-15 | 2023-03-14 | 富士通株式会社 | 学習装置、検査装置、学習検査方法、学習プログラムおよび検査プログラム |
| US11487997B2 (en) * | 2018-10-04 | 2022-11-01 | Visa International Service Association | Method, system, and computer program product for local approximation of a predictive model |
| US11868440B1 (en) * | 2018-10-04 | 2024-01-09 | A9.Com, Inc. | Statistical model training systems |
-
2019
- 2019-10-24 JP JP2021553230A patent/JP7306469B2/ja active Active
- 2019-10-24 WO PCT/JP2019/041691 patent/WO2021079460A1/ja not_active Ceased
-
2022
- 2022-03-04 US US17/686,440 patent/US20220188707A1/en active Pending
Also Published As
| Publication number | Publication date |
|---|---|
| WO2021079460A1 (ja) | 2021-04-29 |
| US20220188707A1 (en) | 2022-06-16 |
| JP7306469B2 (ja) | 2023-07-11 |
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