Invention Grant
US08027939B2 Automatic labeler assignment using a model built from multi-labeler data
有权
使用由多标签器数据构建的模型进行自动标签分配
- Patent Title: Automatic labeler assignment using a model built from multi-labeler data
- Patent Title (中): 使用由多标签器数据构建的模型进行自动标签分配
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Application No.: US12893008Application Date: 2010-09-29
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Publication No.: US08027939B2Publication Date: 2011-09-27
- Inventor: Glenn Fung , Romer E. Rosales , Jennifer G. Dy , Yan Yan
- Applicant: Glenn Fung , Romer E. Rosales , Jennifer G. Dy , Yan Yan
- Applicant Address: US PA Malvern
- Assignee: Siemens Medical Solutions USA, Inc.
- Current Assignee: Siemens Medical Solutions USA, Inc.
- Current Assignee Address: US PA Malvern
- Agent Joshua B. Ryan
- Main IPC: G06F15/18
- IPC: G06F15/18 ; G06K9/00 ; G06K9/62

Abstract:
A method, including receiving multi-labeler data that includes data points labeled by a plurality of labelers; building a model from the multi-labeler data, wherein the model includes an input variable that corresponds to the data points, a label variable that corresponds to true labels for the data points, and variables for the labels given by the labelers; and executing the model, in response to receiving new data points, to determine a level of expertise of the labelers for the new data points.
Public/Granted literature
- US20110071967A1 Automatic Labeler Assignment Public/Granted day:2011-03-24
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