JPWO2022196666A1 - - Google Patents
Info
- Publication number
- JPWO2022196666A1 JPWO2022196666A1 JP2023507120A JP2023507120A JPWO2022196666A1 JP WO2022196666 A1 JPWO2022196666 A1 JP WO2022196666A1 JP 2023507120 A JP2023507120 A JP 2023507120A JP 2023507120 A JP2023507120 A JP 2023507120A JP WO2022196666 A1 JPWO2022196666 A1 JP WO2022196666A1
- 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.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B23/00—Testing or monitoring of control systems or parts thereof
- G05B23/02—Electric testing or monitoring
- G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
- G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
- G05B23/0283—Predictive maintenance, e.g. involving the monitoring of a system and, based on the monitoring results, taking decisions on the maintenance schedule of the monitored system; Estimating remaining useful life [RUL]
-
- 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
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Software Systems (AREA)
- General Engineering & Computer Science (AREA)
- Evolutionary Computation (AREA)
- Medical Informatics (AREA)
- Computing Systems (AREA)
- Data Mining & Analysis (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Mathematical Physics (AREA)
- Artificial Intelligence (AREA)
- Automation & Control Theory (AREA)
- Computer Hardware Design (AREA)
- Quality & Reliability (AREA)
- General Factory Administration (AREA)
- Testing And Monitoring For Control Systems (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2021042839 | 2021-03-16 | ||
| PCT/JP2022/011470 WO2022196666A1 (ja) | 2021-03-16 | 2022-03-15 | 情報処理装置及び情報処理方法 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| JPWO2022196666A1 true JPWO2022196666A1 (https=) | 2022-09-22 |
Family
ID=83321009
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2023507120A Pending JPWO2022196666A1 (https=) | 2021-03-16 | 2022-03-15 |
Country Status (3)
| Country | Link |
|---|---|
| US (1) | US20240184284A1 (https=) |
| JP (1) | JPWO2022196666A1 (https=) |
| WO (1) | WO2022196666A1 (https=) |
Families Citing this family (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US12561686B2 (en) * | 2023-04-13 | 2026-02-24 | Capital One Services, Llc | Systems and methods for outlier detection using unsupervised machine learning models trained on balanced data |
| WO2024257190A1 (ja) * | 2023-06-12 | 2024-12-19 | 三菱電機株式会社 | 学習管理プログラム、学習管理装置、及び、学習システム |
| CN120770034A (zh) | 2023-06-22 | 2025-10-10 | 株式会社日立高新技术 | 数据操作装置以及数据操作方法 |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20170330109A1 (en) * | 2016-05-16 | 2017-11-16 | Purepredictive, Inc. | Predictive drift detection and correction |
| US20170372232A1 (en) * | 2016-06-27 | 2017-12-28 | Purepredictive, Inc. | Data quality detection and compensation for machine learning |
| CN110618983A (zh) * | 2019-08-15 | 2019-12-27 | 复旦大学 | 基于json文档结构的工业大数据多维分析与可视化方法 |
| CN112328425A (zh) * | 2020-12-04 | 2021-02-05 | 杭州谐云科技有限公司 | 一种基于机器学习的异常检测方法和系统 |
Family Cites Families (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10410135B2 (en) * | 2015-05-21 | 2019-09-10 | Software Ag Usa, Inc. | Systems and/or methods for dynamic anomaly detection in machine sensor data |
| US10635939B2 (en) * | 2018-07-06 | 2020-04-28 | Capital One Services, Llc | System, method, and computer-accessible medium for evaluating multi-dimensional synthetic data using integrated variants analysis |
| US11481665B2 (en) * | 2018-11-09 | 2022-10-25 | Hewlett Packard Enterprise Development Lp | Systems and methods for determining machine learning training approaches based on identified impacts of one or more types of concept drift |
| US12039415B2 (en) * | 2019-09-30 | 2024-07-16 | Amazon Technologies, Inc. | Debugging and profiling of machine learning model training |
| US20210224696A1 (en) * | 2020-01-21 | 2021-07-22 | Accenture Global Solutions Limited | Resource-aware and adaptive robustness against concept drift in machine learning models for streaming systems |
| US11531903B2 (en) * | 2020-08-02 | 2022-12-20 | Actimize Ltd | Real drift detector on partial labeled data in data streams |
| US20220188694A1 (en) * | 2020-12-15 | 2022-06-16 | Oracle International Corporation | Automatically change anomaly detection threshold based on probabilistic distribution of anomaly scores |
-
2022
- 2022-03-15 US US18/549,811 patent/US20240184284A1/en active Pending
- 2022-03-15 WO PCT/JP2022/011470 patent/WO2022196666A1/ja not_active Ceased
- 2022-03-15 JP JP2023507120A patent/JPWO2022196666A1/ja active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20170330109A1 (en) * | 2016-05-16 | 2017-11-16 | Purepredictive, Inc. | Predictive drift detection and correction |
| US20170372232A1 (en) * | 2016-06-27 | 2017-12-28 | Purepredictive, Inc. | Data quality detection and compensation for machine learning |
| CN110618983A (zh) * | 2019-08-15 | 2019-12-27 | 复旦大学 | 基于json文档结构的工业大数据多维分析与可视化方法 |
| CN112328425A (zh) * | 2020-12-04 | 2021-02-05 | 杭州谐云科技有限公司 | 一种基于机器学习的异常检测方法和系统 |
Non-Patent Citations (1)
| Title |
|---|
| LAURENT, BOB ET AL.: ""Maintaining Data Science at Scale With Model Monitoring"", CORPORATE BLOG [ONLINE], JPN6022020680, 2020, ISSN: 0005453250 * |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2022196666A1 (ja) | 2022-09-22 |
| US20240184284A1 (en) | 2024-06-06 |
Similar Documents
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