- Patent Title: Generating an expected prescriptions model using graphical models
-
Application No.: US14643656Application Date: 2015-03-10
-
Publication No.: US11132615B2Publication Date: 2021-09-28
- Inventor: Ramesh Natarajan , Peder A. Olsen , Sholom M. Weiss
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent William H. Hartwell
- Main IPC: G06N7/00
- IPC: G06N7/00 ; G06Q10/06 ; G16H10/60 ; G06N20/00 ; G16H20/10 ; G16H70/40 ; G06F19/00

Abstract:
Software that performs the following steps: (i) receiving data from a first database and data from a second database, (ii) identifying a training subset and a test subset from the received data; (iii) generating a first graphical model using data from the training subset; (iv) generating a second graphical model using data from the training subset; (v) determining respective weights for the first graphical model and the second graphical model by using an expectation maximization method on data from the test subset; (vi) generating a third graphical model by interpolating at least the first graphical model and the second graphical model using their respectively determined weights; and (vii) defining one or more links between the data from the first database and the data from the second database using the third graphical model.
Public/Granted literature
- US20160267224A1 DETECTING OUTLIER PRESCRIPTION BEHAVIOR USING GRAPHICAL MODELS WITH LATENT VARIABLES Public/Granted day:2016-09-15
Information query
IPC分类:
G | 物理 |
G06 | 计算;推算或计数 |
G06N | 基于特定计算模型的计算机系统 |
G06N7/00 | 基于特定数学模式的计算机系统 |