Systems and methods for data-driven anomaly detection

    公开(公告)号:US10552511B2

    公开(公告)日:2020-02-04

    申请号:US14220050

    申请日:2014-03-19

    Abstract: The technique relates to a system and method for data-driven anomaly detection. This technique involves identifying region of interest from the data based on dimensionality reduction technique and change point detection algorithm. A reference data can be obtained separately or can be obtained from the test data also, wherein the reference data represent the normal operating condition of a system. The reference data are classified into different groups representing different modes of operation of the system. A control limit is determined for the different groups. The data within the region of interest are mapped with the different groups of the reference data and it is determined if the mapped data fall outside of the control limit of the mapped group. Finally, at least one abnormal event is detected by applying a heuristic algorithm on the data within the region of interest which are outside the control limit.

    Systems and methods for extracting cross language dependencies and estimating code change impact in software

    公开(公告)号:US10402194B2

    公开(公告)日:2019-09-03

    申请号:US14491644

    申请日:2014-09-19

    Abstract: The technique relates to a method, device, and non-transitory computer readable medium for extracting cross language dependencies and estimating code change impact in software based on a plurality of dependency graphs, a network of the plurality of co-committed files and one or more predefined graph metrics. This technique involves extracting source code and revision history data from repository for construction of plurality of dependency graphs and a network of plurality of co-committed files in order to determine one or more cross language dependencies and code change impact in software system built using multiple programming languages, by analyzing the dependency graphs, the network of co-committed files and one or more predefined graph metrics. Finally, the output is visualized with the help of one or more graph visualization technique.

    METHOD AND SYSTEM FOR DATA ANALYSIS USING A STATISTICAL MODEL IN ONE OR MORE CONTEXTS

    公开(公告)号:US20190188341A1

    公开(公告)日:2019-06-20

    申请号:US15927707

    申请日:2018-03-21

    Inventor: Subhashis Nath

    CPC classification number: G06F17/5009 G06F2217/16

    Abstract: The present technique discloses a method and system for analyzing data based on a statistical model, wherein the statistical model is used in one or more contexts without needing intervention of data scientists. This statistical model is parameterized and uploaded in an analytics platform. Parameterizing the statistical model enables end users to select scope, constraints and variables of data analysis. Acceptance indicator of this tool indicates reliability of the model on user selected scope, constraints and variables. Based on user selections, a dynamic table is created which is an input to the statistical model for data analysis. Based on values of this dynamic table, data analysis is performed on stored data on the specific context. The report id generated based on the data analysis which is presented to user as visual output.

    Systems and methods for selecting process element variants in business processes

    公开(公告)号:US10229224B2

    公开(公告)日:2019-03-12

    申请号:US14490490

    申请日:2014-09-18

    Abstract: The technique relates to a system and method for selecting process element variants in business processes. The technique involves receiving a process element execution request from at least one user. Then, determining a plurality of enterprise dimensions associated with the process element execution request. Thereafter, searching the process element variant corresponding to the plurality of enterprise dimensions in a declarative way based on a predefined dimensional hierarchy. Finally, selecting the process element variant for execution to accomplish the user request. This technique employs a declarative approach which eliminates the need define the variants for all possible combination of enterprise dimensions namely process, events, locations, organizations and data.

    Methods for drug repurposing and devices thereof

    公开(公告)号:US10140341B2

    公开(公告)日:2018-11-27

    申请号:US14612642

    申请日:2015-02-03

    Abstract: The present invention provides a method and system for drug repurposing. In accordance with a disclosed embodiment, the method may include selecting a set of positive drugs for an indication and listing a set of pathways for the set of positive drugs and a set of negative drugs. Further, the method shall include associating a pathway for each drug with an index value, based on an action of the each drug on the pathway. A pathway weight shall be calculated from the index value of the each pathway based on a frequency of occurrence of the each pathway in the set of positive drugs and in the set of negative drugs. A drug score for a drug to be repurposed shall be identified from the negative set of drugs, based on the pathway weight. The drug with a relatively high drug score can be repurposed for the indication.

Patent Agency Ranking