System and method for degradation based on survival analysis warning model
A detection modeling system has a processing device and a memory coupled to the processing device. The detection modeling system is configured to select a detection model for evaluating model degradation, the detection model being an analysis model for analyzing data and identifying a target event,...
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| creator | WANG WEICHEN HAYES SHANE SALKELD ELISABETH LU SHUYAN |
| description | A detection modeling system has a processing device and a memory coupled to the processing device. The detection modeling system is configured to select a detection model for evaluating model degradation, the detection model being an analysis model for analyzing data and identifying a target event, perform a survival analysis on a plurality of similar detection models, determine a survival metric for the selected detection model based on the survival analysis, and determine a target event for the selected detection model based on the determined survival metric. And comparing the survival metric to a threshold and alerting model degradation based on the comparison.
一种检测建模系统具有处理设备和耦合到该处理设备的存储器。检测建模系统配置成选择用于评估模型降级的检测模型，检测模型是用于分析数据和识别目标事件的分析模型，对多个相似的检测模型执行存活分析，基于存活分析确定选择的检测模型的存活度量，并且将存活度量与阈值进行比较并且基于比较警告模型降级。 |
| format | Patent |
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一种检测建模系统具有处理设备和耦合到该处理设备的存储器。检测建模系统配置成选择用于评估模型降级的检测模型，检测模型是用于分析数据和识别目标事件的分析模型，对多个相似的检测模型执行存活分析，基于存活分析确定选择的检测模型的存活度量，并且将存活度量与阈值进行比较并且基于比较警告模型降级。</description><language>chi ; eng</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ; PHYSICS ; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</subject><creationdate>2022</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20220715&DB=EPODOC&CC=CN&NR=114761976A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,776,881,25542,76290</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20220715&DB=EPODOC&CC=CN&NR=114761976A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>WANG WEICHEN</creatorcontrib><creatorcontrib>HAYES SHANE</creatorcontrib><creatorcontrib>SALKELD ELISABETH</creatorcontrib><creatorcontrib>LU SHUYAN</creatorcontrib><title>System and method for degradation based on survival analysis warning model</title><description>A detection modeling system has a processing device and a memory coupled to the processing device. The detection modeling system is configured to select a detection model for evaluating model degradation, the detection model being an analysis model for analyzing data and identifying a target event, perform a survival analysis on a plurality of similar detection models, determine a survival metric for the selected detection model based on the survival analysis, and determine a target event for the selected detection model based on the determined survival metric. And comparing the survival metric to a threshold and alerting model degradation based on the comparison.
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一种检测建模系统具有处理设备和耦合到该处理设备的存储器。检测建模系统配置成选择用于评估模型降级的检测模型，检测模型是用于分析数据和识别目标事件的分析模型，对多个相似的检测模型执行存活分析，基于存活分析确定选择的检测模型的存活度量，并且将存活度量与阈值进行比较并且基于比较警告模型降级。</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES PHYSICS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR |
| title | System and method for degradation based on survival analysis warning model |
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