SYSTEMS AND METHODS FOR CLASSIFYING ELECTRONIC DOCUMENTS

    公开(公告)号:US20240211781A1

    公开(公告)日:2024-06-27

    申请号:US18600109

    申请日:2024-03-08

    IPC分类号: G06N5/04 G06F16/81 G06N20/00

    CPC分类号: G06N5/04 G06F16/81 G06N20/00

    摘要: A method of classifying an electronic document from an electronic media source includes generating statistical data from one or more training documents and creating a plurality of classification rules, including creating at least one topic model-based classification rule using the statistical data and creating at least one query-based classification rule using one or more user defined categories and the statistical data. The method further includes classifying the electronic document using the at least one topic model-based classification rule. Example systems for classifying an electronic document from an electronic media source are also disclosed.

    DETERMINING DIFFERENCES BETWEEN WEB ELEMENTS OF DIFFERENT VERSIONS OF A WEB APPLICATION

    公开(公告)号:US20240111740A1

    公开(公告)日:2024-04-04

    申请号:US17956967

    申请日:2022-09-30

    IPC分类号: G06F16/21 G06F16/22 G06F16/81

    摘要: An apparatus comprises a processing device configured to select first and second versions of at least a given portion of a web application, to obtain first and second document object model structures of the first and second versions of the given portion of the web application, and to generate, based at least in part on the first and second document object model structures, first and second tree structures, the first and second tree structures comprising nodes representing web elements of the given portion of the web application. The processing device is also configured to identify node differences between the first and second tree structures, to generate information characterizing differences between web elements in the given portion of the first and second versions of the web application, and to initiate automated action based at least in part on the generated information.

    Computing system for full textual search of a patient record

    公开(公告)号:US11495337B1

    公开(公告)日:2022-11-08

    申请号:US16712123

    申请日:2019-12-12

    摘要: A server computing device generates a virtual patient object (VPO) from a patient health record. The server computing device generates documents based upon the VPO. The server computing device causes a term-document index to be generated based upon the documents, the term-document index mapping terms in text of the documents to identifiers for the documents in which the terms are found. Subsequently, responsive to receiving a textual query from a client computing device, the server computing device executes a textual search over the term-document index based upon the textual query. The textual search produces search results that comprise an identifier for a document in the documents that includes a term specified in the textual query. The server computing device identifies a portion of the VPO based upon the search results and transmits the portion of the VPO to the client computing device for display.

    Method, electronic device and computer program product for processing machine learning model

    公开(公告)号:US11461291B2

    公开(公告)日:2022-10-04

    申请号:US16678758

    申请日:2019-11-08

    摘要: A method comprises obtaining an intermediate representation of the machine learning model written in a source language. The intermediate representation is independent of the source language and a target language and comprises a structured text. The method also comprises generating a computation graph based on the intermediate representation. Nodes in the computation graph represent functions related to the machine learning model and a directed edge in the computation graph represents a dependency between functions. The method further comprises partitioning the computation graph into sequential parts in sequence such that the parts are executed sequentially, and functions corresponding to nodes in each part are executed in parallel.