JP7483180B2 - 因果関係推定装置、因果関係推定方法、及び因果関係推定プログラム - Google Patents
因果関係推定装置、因果関係推定方法、及び因果関係推定プログラム Download PDFInfo
- Publication number
- JP7483180B2 JP7483180B2 JP2024513679A JP2024513679A JP7483180B2 JP 7483180 B2 JP7483180 B2 JP 7483180B2 JP 2024513679 A JP2024513679 A JP 2024513679A JP 2024513679 A JP2024513679 A JP 2024513679A JP 7483180 B2 JP7483180 B2 JP 7483180B2
- Authority
- JP
- Japan
- Prior art keywords
- time series
- series data
- causal relationship
- variables
- causal
- Prior art date
- 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.)
- Active
Links
Images
Classifications
-
- 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
- G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
-
- 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
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Software Systems (AREA)
- Computing Systems (AREA)
- Evolutionary Computation (AREA)
- Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Artificial Intelligence (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
- Computational Linguistics (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/JP2022/020680 WO2023223461A1 (ja) | 2022-05-18 | 2022-05-18 | 因果関係推定装置、因果関係推定方法、及び因果関係推定プログラム |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JPWO2023223461A1 JPWO2023223461A1 (https=) | 2023-11-23 |
| JPWO2023223461A5 JPWO2023223461A5 (https=) | 2024-04-26 |
| JP7483180B2 true JP7483180B2 (ja) | 2024-05-14 |
Family
ID=88834904
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2024513679A Active JP7483180B2 (ja) | 2022-05-18 | 2022-05-18 | 因果関係推定装置、因果関係推定方法、及び因果関係推定プログラム |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US20250053881A1 (https=) |
| EP (1) | EP4510048A4 (https=) |
| JP (1) | JP7483180B2 (https=) |
| CN (1) | CN119317928A (https=) |
| WO (1) | WO2023223461A1 (https=) |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN118798412B (zh) * | 2024-06-14 | 2025-02-07 | 北京工业大学 | 产业集群预警及优化方法、装置、电子设备及存储介质 |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2019057198A (ja) | 2017-09-22 | 2019-04-11 | 株式会社神戸製鋼所 | 油圧システムのパラメータ推定方法 |
| US20200241171A1 (en) | 2016-05-12 | 2020-07-30 | The Climate Corporation | Statistical blending of weather data sets |
| JP2022054018A (ja) | 2020-09-25 | 2022-04-06 | 株式会社Gsユアサ | 推定装置、推定方法、及びコンピュータプログラム |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP6629682B2 (ja) | 2016-06-24 | 2020-01-15 | 日本電信電話株式会社 | 学習装置、分類装置、分類確率計算装置、及びプログラム |
-
2022
- 2022-05-18 CN CN202280095955.2A patent/CN119317928A/zh active Pending
- 2022-05-18 JP JP2024513679A patent/JP7483180B2/ja active Active
- 2022-05-18 WO PCT/JP2022/020680 patent/WO2023223461A1/ja not_active Ceased
- 2022-05-18 EP EP22942666.3A patent/EP4510048A4/en not_active Withdrawn
-
2024
- 2024-10-30 US US18/931,754 patent/US20250053881A1/en not_active Abandoned
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20200241171A1 (en) | 2016-05-12 | 2020-07-30 | The Climate Corporation | Statistical blending of weather data sets |
| JP2019057198A (ja) | 2017-09-22 | 2019-04-11 | 株式会社神戸製鋼所 | 油圧システムのパラメータ推定方法 |
| JP2022054018A (ja) | 2020-09-25 | 2022-04-06 | 株式会社Gsユアサ | 推定装置、推定方法、及びコンピュータプログラム |
Non-Patent Citations (2)
| Title |
|---|
| FUKUMIZU, Kenji et al.,Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces,The Journal of Machine Learning Research,The MIT Press,2004年01月,Vol. 5,pp. 73-99,Retrieved from the Internet: <URL: http://www.jmlr.org/papers/volume5/fukumizu04a/fukumizu04a.pdf>,ISSN: 1532-4435 [retrieved on 2022.08.01] |
| 小堀 良行,共分散構造解析に基づく音の関数分解と合成,電子情報通信学会技術研究報告,日本,社団法人電子情報通信学会,2011年06月23日,Vol. 111, No. 106,Pages 107-112,ISSN: 0913-5685 |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2023223461A1 (ja) | 2023-11-23 |
| CN119317928A (zh) | 2025-01-14 |
| US20250053881A1 (en) | 2025-02-13 |
| EP4510048A1 (en) | 2025-02-19 |
| EP4510048A4 (en) | 2025-09-10 |
| JPWO2023223461A1 (https=) | 2023-11-23 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN100468318C (zh) | 构建时间序列模型的系统与方法 | |
| JP7082461B2 (ja) | 故障予知方法、故障予知装置および故障予知プログラム | |
| CN114580263A (zh) | 基于知识图谱的信息系统故障预测方法及相关设备 | |
| CN117076931A (zh) | 一种基于条件扩散模型的时间序列数据预测方法和系统 | |
| CN112598248A (zh) | 负荷预测方法、装置、计算机设备和存储介质 | |
| US20200265307A1 (en) | Apparatus and method with multi-task neural network | |
| EP3874426A1 (en) | Finite rank deep kernel learning for robust time series forecasting and regression | |
| CN107016571A (zh) | 数据预测方法及其系统 | |
| CN113554178A (zh) | 优化梯度提升特征选择 | |
| CN111339487B (zh) | 基于径向基函数rbf的边坡系统失效概率计算方法 | |
| US11682069B2 (en) | Extending finite rank deep kernel learning to forecasting over long time horizons | |
| CN119690851B (zh) | 基于金融风险系统的自动化测试平台及其搭建方法 | |
| CA3119533A1 (en) | Finite rank deep kernel learning with linear computational complexity | |
| JP7483180B2 (ja) | 因果関係推定装置、因果関係推定方法、及び因果関係推定プログラム | |
| CN119226982A (zh) | 风电机组运行状态辨识方法、装置、设备、介质及产品 | |
| CN118762513A (zh) | 一种基于双域归一化的交通流时间序列预测方法 | |
| CN114444861A (zh) | 线损异常检测方法、装置、计算机设备和存储介质 | |
| KR102591504B1 (ko) | 상품의 연관성 그래프 구조를 이용하는 물류 예측 기술 | |
| CN116304607A (zh) | 用于使用深度强化学习进行预测建模的自动特征工程 | |
| CN120561020A (zh) | 压力测试异常检测方法、装置、计算机设备和存储介质 | |
| CN114861871A (zh) | 一种卷积神经网络在加速器上的推理性能评估系统 | |
| KR20240143082A (ko) | 다중선형회귀 분석과 정규화를 활용한 국가종합전자조달시스템(koneps) 복수예비가격 방법에서의 예정가격 예측 | |
| CN116107854A (zh) | 一种计算机运行维护指标预测方法、系统、设备及介质 | |
| CN116109339A (zh) | 用于配件需求的预测方法、预测装置及存储介质 | |
| CN114997923A (zh) | 一种不依赖自身历史销量数据的商品销量预测方法及系统 |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20240228 |
|
| A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20240228 |
|
| A871 | Explanation of circumstances concerning accelerated examination |
Free format text: JAPANESE INTERMEDIATE CODE: A871 Effective date: 20240228 |
|
| TRDD | Decision of grant or rejection written | ||
| A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 Effective date: 20240402 |
|
| A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20240430 |
|
| R150 | Certificate of patent or registration of utility model |
Ref document number: 7483180 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |