JP2018533096A5 - - Google Patents
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- JP2018533096A5 JP2018533096A5 JP2018501995A JP2018501995A JP2018533096A5 JP 2018533096 A5 JP2018533096 A5 JP 2018533096A5 JP 2018501995 A JP2018501995 A JP 2018501995A JP 2018501995 A JP2018501995 A JP 2018501995A JP 2018533096 A5 JP2018533096 A5 JP 2018533096A5
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- JP
- Japan
- Prior art keywords
- feature vectors
- processors
- classification
- signal data
- clusters
- 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.)
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- 239000013598 vector Substances 0.000 claims 87
- 238000013499 data model Methods 0.000 claims 13
- 238000000034 method Methods 0.000 claims 13
- 238000013507 mapping Methods 0.000 claims 8
- 230000004931 aggregating effect Effects 0.000 claims 4
- 238000012423 maintenance Methods 0.000 claims 3
- 238000007477 logistic regression Methods 0.000 claims 2
- 238000003909 pattern recognition Methods 0.000 claims 2
- 238000007637 random forest analysis Methods 0.000 claims 2
Applications Claiming Priority (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201562193449P | 2015-07-16 | 2015-07-16 | |
| US62/193,449 | 2015-07-16 | ||
| US15/195,873 | 2016-06-28 | ||
| US15/195,873 US10552762B2 (en) | 2015-07-16 | 2016-06-28 | Machine learning of physical conditions based on abstract relations and sparse labels |
| PCT/US2016/042465 WO2017011734A1 (en) | 2015-07-16 | 2016-07-15 | Machine learning of physical conditions based on abstract relations and sparse labels |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2018533096A JP2018533096A (ja) | 2018-11-08 |
| JP2018533096A5 true JP2018533096A5 (https=) | 2019-08-29 |
| JP6732005B2 JP6732005B2 (ja) | 2020-07-29 |
Family
ID=57758163
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2018501995A Active JP6732005B2 (ja) | 2015-07-16 | 2016-07-15 | 抽象的な関係及びスパースラベルに基づく物理的状況の機械学習 |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US10552762B2 (https=) |
| EP (1) | EP3323052A4 (https=) |
| JP (1) | JP6732005B2 (https=) |
| CA (1) | CA2992297C (https=) |
| WO (1) | WO2017011734A1 (https=) |
Families Citing this family (28)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10296430B2 (en) * | 2016-04-06 | 2019-05-21 | Nec Corporation | Mobile phone with system failure prediction using long short-term memory neural networks |
| US11138514B2 (en) | 2017-03-23 | 2021-10-05 | Futurewei Technologies, Inc. | Review machine learning system |
| US11037060B2 (en) * | 2017-05-05 | 2021-06-15 | Arimo, LLC | Analyzing sequence data using neural networks |
| US10474667B2 (en) * | 2017-07-29 | 2019-11-12 | Vmware, Inc | Methods and systems to detect and correct outliers in a dataset stored in a data-storage device |
| JP6648078B2 (ja) * | 2017-08-03 | 2020-02-14 | 株式会社toor | 状態判定装置、状態判定方法及び状態判定プログラム |
| JP6826021B2 (ja) * | 2017-11-20 | 2021-02-03 | 株式会社日立製作所 | ストレージシステム |
| US11074272B1 (en) | 2017-12-21 | 2021-07-27 | Seeq Corporation | System and method for managing streaming calculations |
| RO133453A2 (ro) * | 2017-12-28 | 2019-06-28 | Siemens Aktiengesellschaft | Motor de procesare a semnalelor şi evenimentelor |
| JP6871877B2 (ja) * | 2018-01-04 | 2021-05-19 | 株式会社東芝 | 情報処理装置、情報処理方法及びコンピュータプログラム |
| US11972178B2 (en) * | 2018-02-27 | 2024-04-30 | Falkonry Inc. | System and method for explanation of condition predictions in complex systems |
| JP7081953B2 (ja) * | 2018-03-28 | 2022-06-07 | 株式会社日立システムズ | アラート通知装置およびアラート通知方法 |
| WO2020011648A1 (en) * | 2018-07-13 | 2020-01-16 | Asml Netherlands B.V. | Pattern grouping method based on machine learning |
| US10635984B2 (en) * | 2018-07-23 | 2020-04-28 | Falkonry Inc. | System and method for the assessment of condition in complex operational systems based on multi-level pattern recognition |
| CN112513892B (zh) * | 2018-07-31 | 2024-06-25 | 三菱电机株式会社 | 信息处理装置、计算机可读的记录介质及信息处理方法 |
| AU2019375200B2 (en) | 2018-11-09 | 2024-10-03 | Augury Systems Ltd. | Automated analysis of non-stationary machine performance |
| KR102920247B1 (ko) * | 2018-12-12 | 2026-01-30 | 제네럴 일렉트릭 컴퍼니 | 하이브리드 발전소 |
| CN109974835B (zh) * | 2018-12-29 | 2021-06-04 | 无锡联河光子技术有限公司 | 一种基于光纤信号特征的振动检测识别和时空定位方法和系统 |
| US11821973B2 (en) * | 2019-05-22 | 2023-11-21 | Raytheon Company | Towed array superposition tracker |
| JP6641056B1 (ja) * | 2019-07-16 | 2020-02-05 | 株式会社東芝 | 機器の異常診断方法および機器の異常診断システム |
| CN110795703B (zh) * | 2019-09-20 | 2024-04-16 | 华为技术有限公司 | 数据防窃取方法和相关产品 |
| WO2021064781A1 (ja) * | 2019-09-30 | 2021-04-08 | 三菱電機株式会社 | 情報処理装置、プログラム及び情報処理方法 |
| WO2021079472A1 (ja) * | 2019-10-24 | 2021-04-29 | 富士通株式会社 | 異常検出方法、異常検出プログラム及び異常検出装置 |
| US12093901B2 (en) * | 2020-08-25 | 2024-09-17 | ANI Technologies Private Limited | Predictive maintenance of vehicle components |
| JP7017654B2 (ja) * | 2021-01-14 | 2022-02-08 | 株式会社日立製作所 | ストレージシステム |
| US11809375B2 (en) | 2021-07-06 | 2023-11-07 | International Business Machines Corporation | Multi-dimensional data labeling |
| US20230206058A1 (en) * | 2021-12-29 | 2023-06-29 | Fidelity Information Services, Llc | Processing sequences of multi-modal entity features using convolutional neural networks |
| WO2024118985A1 (en) * | 2022-12-01 | 2024-06-06 | Liveperson, Inc. | Methods and systems for implementing dynamic-action systems in real-time data streams |
| US20260004356A1 (en) * | 2024-06-27 | 2026-01-01 | UnitedHealth Group, Incorporated | Techniques for Dynamic Data Validation |
Family Cites Families (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7373283B2 (en) | 2001-02-22 | 2008-05-13 | Smartsignal Corporation | Monitoring and fault detection system and method using improved empirical model for range extrema |
| US20020183971A1 (en) | 2001-04-10 | 2002-12-05 | Wegerich Stephan W. | Diagnostic systems and methods for predictive condition monitoring |
| US7451003B2 (en) | 2004-03-04 | 2008-11-11 | Falconeer Technologies Llc | Method and system of monitoring, sensor validation and predictive fault analysis |
| US8386401B2 (en) * | 2008-09-10 | 2013-02-26 | Digital Infuzion, Inc. | Machine learning methods and systems for identifying patterns in data using a plurality of learning machines wherein the learning machine that optimizes a performance function is selected |
| US8620853B2 (en) | 2011-07-19 | 2013-12-31 | Smartsignal Corporation | Monitoring method using kernel regression modeling with pattern sequences |
| EP2555019B1 (de) * | 2011-08-05 | 2015-08-05 | Sick Ag | Induktiver Näherungssensor |
| US8886574B2 (en) | 2012-06-12 | 2014-11-11 | Siemens Aktiengesellschaft | Generalized pattern recognition for fault diagnosis in machine condition monitoring |
| US20150095247A1 (en) * | 2013-10-02 | 2015-04-02 | Eventbrite, Inc. | Classifying Fraud on Event Management Systems |
| GB201320216D0 (en) * | 2013-11-15 | 2014-01-01 | Microsoft Corp | Predicting call quality |
| US20170092021A1 (en) * | 2014-03-19 | 2017-03-30 | Northern Vo Aps | Method and system for monitoring equipment |
| US20160352759A1 (en) * | 2015-05-25 | 2016-12-01 | Yan Zhai | Utilizing Big Data Analytics to Optimize Information Security Monitoring And Controls |
-
2016
- 2016-06-28 US US15/195,873 patent/US10552762B2/en active Active
- 2016-07-15 WO PCT/US2016/042465 patent/WO2017011734A1/en not_active Ceased
- 2016-07-15 CA CA2992297A patent/CA2992297C/en active Active
- 2016-07-15 EP EP16825240.1A patent/EP3323052A4/en not_active Ceased
- 2016-07-15 JP JP2018501995A patent/JP6732005B2/ja active Active
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