JP7424507B2 - 検知プログラム、検知方法および検知装置 - Google Patents
検知プログラム、検知方法および検知装置 Download PDFInfo
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- JP7424507B2 JP7424507B2 JP2022556825A JP2022556825A JP7424507B2 JP 7424507 B2 JP7424507 B2 JP 7424507B2 JP 2022556825 A JP2022556825 A JP 2022556825A JP 2022556825 A JP2022556825 A JP 2022556825A JP 7424507 B2 JP7424507 B2 JP 7424507B2
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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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
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- 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
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- 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
- G06N3/084—Backpropagation, e.g. using gradient descent
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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
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N7/00—Computing arrangements based on specific mathematical models
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Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/JP2020/039191 WO2022079919A1 (ja) | 2020-10-16 | 2020-10-16 | 検知プログラム、検知方法および検知装置 |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JPWO2022079919A1 JPWO2022079919A1 (https=) | 2022-04-21 |
| JPWO2022079919A5 JPWO2022079919A5 (https=) | 2023-03-09 |
| JP7424507B2 true JP7424507B2 (ja) | 2024-01-30 |
Family
ID=81209051
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2022556825A Active JP7424507B2 (ja) | 2020-10-16 | 2020-10-16 | 検知プログラム、検知方法および検知装置 |
Country Status (3)
| Country | Link |
|---|---|
| US (1) | US12591808B2 (https=) |
| JP (1) | JP7424507B2 (https=) |
| WO (1) | WO2022079919A1 (https=) |
Families Citing this family (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2021079458A1 (ja) * | 2019-10-24 | 2021-04-29 | 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 |
| WO2024047758A1 (ja) * | 2022-08-30 | 2024-03-07 | 富士通株式会社 | 訓練データ分布推定プログラム、装置、及び方法 |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20170330109A1 (en) | 2016-05-16 | 2017-11-16 | Purepredictive, Inc. | Predictive drift detection and correction |
Family Cites Families (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2012042521A2 (en) | 2010-09-27 | 2012-04-05 | Carmel-Haifa University Economic Corporation Ltd | Detecting change points in data streams |
| US11030536B2 (en) | 2015-04-16 | 2021-06-08 | Siemens Aktiengesellschaft | Method and apparatus for operating an automation system and accounting for concept drift |
| JP7024515B2 (ja) | 2018-03-09 | 2022-02-24 | 富士通株式会社 | 学習プログラム、学習方法および学習装置 |
| WO2020076309A1 (en) * | 2018-10-09 | 2020-04-16 | Hewlett-Packard Development Company, L.P. | Categorization to related categories |
| JP7592737B2 (ja) * | 2020-03-06 | 2024-12-02 | ボストンジーン コーポレイション | 多重免疫蛍光イメージングを使用する組織特性の決定 |
-
2020
- 2020-10-16 WO PCT/JP2020/039191 patent/WO2022079919A1/ja not_active Ceased
- 2020-10-16 JP JP2022556825A patent/JP7424507B2/ja active Active
-
2023
- 2023-03-22 US US18/187,740 patent/US12591808B2/en active Active
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20170330109A1 (en) | 2016-05-16 | 2017-11-16 | Purepredictive, Inc. | Predictive drift detection and correction |
Non-Patent Citations (4)
| Title |
|---|
| CERQUEIRA, Vitor et al.,"Unsupervised Concept Drift Detection Using a Student-Teacher Approach",Lecture Notes in Computer Science [online],スイス,Springer Nature,2020年10月15日,volume 12323,pp. 190-204,[検索日 2020.11.27], インターネット: <URL: https://link.springer.com/chapter/10.1007/978-3-030-61527-7_13> |
| LU, Jie et al.,"Learning under Concept Drift: A Review",IEEE Transactions on Knowledge and Data Engineering [online],米国,IEEE,2019年12月,vol. 31, no. 12,pp. 2346-2363,[検索日 2020.11.27], インターネット: <URL: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8496795> |
| 石井 遊哉 ほか,「Knowledge Distillationにおける温度パラメータの適正化に関する検討」,情報処理学会研究報告 コンピュータビジョンとイメージメディア(CVIM) [online],情報処理学会,2019年02月28日,vol. 2019-CVIM-216, no. 10,pp. 1-5,[検索日 2019.03.01], インターネット: <URL: https://ipsj.ixsq.nii.ac.jp/ej/?action=repository_uri&item_id=194906&file_id=1&file_no=1> |
| 石田 勉 ほか,「ラベルなし運用データに対するコンセプトドリフト検知手法の評価」,人工知能学会 第34回全国大会(2020) 論文集 [online],一般社団法人 人工知能学会,2020年06月,セッションID: 4Rin1-05, pp. 1-4,[検索日 2020.11.27], インターネット: <URL: https://www.jstage.jst.go.jp/article/pjsai/JSAI2020/0/JSAI2020_4Rin105/_pdf/-char/ja> |
Also Published As
| Publication number | Publication date |
|---|---|
| US20230222392A1 (en) | 2023-07-13 |
| WO2022079919A1 (ja) | 2022-04-21 |
| US12591808B2 (en) | 2026-03-31 |
| JPWO2022079919A1 (https=) | 2022-04-21 |
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