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公开(公告)号：US20250131282A1
公开(公告)日：2025-04-24
申请号：US18535093
申请日：2023-12-11
Inventor： Jae-Gil LEE , Doyoung KIM , Dongmin PARK , Yooju SHIN , Hwanjun SONG
IPC: G06N3/096
Abstract: Disclosed is an operating method of an apparatus operated by at least one processor, the operating method including: fusing at least some feature maps generated by layers of a target model performing online continual learning to generate a fused feature map; identifying features with high attention in the fused feature map as shortcut features in a ratio based on a drop intensity; and removing the shortcut features from a target feature map output from a predetermined layer of the target model and input to a next layer.
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公开(公告)号：US20220293282A1
公开(公告)日：2022-09-15
申请号：US17686632
申请日：2022-03-04
Inventor： Jae-Gil LEE , Minseok KIM , Junhyeok KANG , Doyoung KIM , Hwanjun SONG , Hyangsuk MIN , Youngeun NAM , Dongmin PARK
IPC: G16H50/80
Abstract: A method for operating an apparatus for predicting confirmed cases of an infectious disease is provided. The method comprises predicting infectious disease information per country, including an infection risk per country, expected number of entrants per country, and number of imported cases per country, based on collected epidemic statistics data per country and inflow data between a corresponding country and a destination country, grouping two or more countries based on geographic or economic relevance, and correcting the infectious disease information per country of countries within a grouped group according to a contagion risk impact set depending on a correlation between the countries within the group, and predicting total number of imported cases flowing into the destination country by re-correcting the infectious disease information per country through applying a correlation for the confirmed cases of the infectious disease between groups to the infectious disease information per country.
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