ADAPTIVE OUTLIER DETECTION AND CORRECTION
An embodiment detects, by an outlier detector, a first potential outlier in a data structure. The embodiment determines, by the outlier detector, whether the first potential outlier is a first outlier based on a first threshold. The embodiment applies, by an outlier corrector, responsive to determin...
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| creator | Böhme, Thomas Friedhelm Schuetz, Werner Fränzel, Tobias Kevin Schiller, Oliver Bollinger, Toni Finnie, James Liam |
| description | An embodiment detects, by an outlier detector, a first potential outlier in a data structure. The embodiment determines, by the outlier detector, whether the first potential outlier is a first outlier based on a first threshold. The embodiment applies, by an outlier corrector, responsive to determining the first potential outlier is a first outlier, a data quality rule to the first outlier. The embodiment detects, by the outlier detector, a second potential outlier in the data structure. The embodiment decreases, by the outlier detector, the first threshold to a second threshold. The embodiment determines, by the outlier detector, whether the second potential outlier is a second outlier based on the second threshold. The embodiment applies, by the outlier corrector, responsive to determining the second potential outlier is a second outlier, the data quality rule to the second outlier. |
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The embodiment determines, by the outlier detector, whether the first potential outlier is a first outlier based on a first threshold. The embodiment applies, by an outlier corrector, responsive to determining the first potential outlier is a first outlier, a data quality rule to the first outlier. The embodiment detects, by the outlier detector, a second potential outlier in the data structure. The embodiment decreases, by the outlier detector, the first threshold to a second threshold. The embodiment determines, by the outlier detector, whether the second potential outlier is a second outlier based on the second threshold. 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The embodiment determines, by the outlier detector, whether the first potential outlier is a first outlier based on a first threshold. The embodiment applies, by an outlier corrector, responsive to determining the first potential outlier is a first outlier, a data quality rule to the first outlier. The embodiment detects, by the outlier detector, a second potential outlier in the data structure. The embodiment decreases, by the outlier detector, the first threshold to a second threshold. The embodiment determines, by the outlier detector, whether the second potential outlier is a second outlier based on the second threshold. The embodiment applies, by the outlier corrector, responsive to determining the second potential outlier is a second outlier, the data quality rule to the second outlier.</description><subject>CALCULATING</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>ELECTRIC DIGITAL DATA PROCESSING</subject><subject>PHYSICS</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2025</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZNB0dHEMCPEMc1XwDw3x8XQNUnBxDXF1DvH091Nw9HNRcPYPCoJweRhY0xJzilN5oTQ3g7Kba4izh25qQX58anFBYnJqXmpJfGiwkYGRqYEBEBk6GhoTpwoAwqslPg</recordid><startdate>20250102</startdate><enddate>20250102</enddate><creator>Böhme, Thomas Friedhelm</creator><creator>Schuetz, Werner</creator><creator>Fränzel, Tobias Kevin</creator><creator>Schiller, Oliver</creator><creator>Bollinger, Toni</creator><creator>Finnie, James Liam</creator><scope>EVB</scope></search><sort><creationdate>20250102</creationdate><title>ADAPTIVE OUTLIER DETECTION AND CORRECTION</title><author>Böhme, Thomas Friedhelm ; Schuetz, Werner ; Fränzel, Tobias Kevin ; Schiller, Oliver ; Bollinger, Toni ; Finnie, James Liam</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_US2025005001A13</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng</language><creationdate>2025</creationdate><topic>CALCULATING</topic><topic>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>ELECTRIC DIGITAL DATA PROCESSING</topic><topic>PHYSICS</topic><toplevel>online_resources</toplevel><creatorcontrib>Böhme, Thomas Friedhelm</creatorcontrib><creatorcontrib>Schuetz, Werner</creatorcontrib><creatorcontrib>Fränzel, Tobias Kevin</creatorcontrib><creatorcontrib>Schiller, Oliver</creatorcontrib><creatorcontrib>Bollinger, Toni</creatorcontrib><creatorcontrib>Finnie, James Liam</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Böhme, Thomas Friedhelm</au><au>Schuetz, Werner</au><au>Fränzel, Tobias Kevin</au><au>Schiller, Oliver</au><au>Bollinger, Toni</au><au>Finnie, James Liam</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>ADAPTIVE OUTLIER DETECTION AND CORRECTION</title><date>2025-01-02</date><risdate>2025</risdate><abstract>An embodiment detects, by an outlier detector, a first potential outlier in a data structure. The embodiment determines, by the outlier detector, whether the first potential outlier is a first outlier based on a first threshold. The embodiment applies, by an outlier corrector, responsive to determining the first potential outlier is a first outlier, a data quality rule to the first outlier. The embodiment detects, by the outlier detector, a second potential outlier in the data structure. The embodiment decreases, by the outlier detector, the first threshold to a second threshold. The embodiment determines, by the outlier detector, whether the second potential outlier is a second outlier based on the second threshold. The embodiment applies, by the outlier corrector, responsive to determining the second potential outlier is a second outlier, the data quality rule to the second outlier.</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING PHYSICS |
| title | ADAPTIVE OUTLIER DETECTION AND CORRECTION |
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