Abstract: Some embodiments provide a method for evaluating a content segment for relevancy to several of categories. The method retrieves the content segment. For each of the several categories, the method determines the relevancy of the content segment to the category by using a scoring model for the category. The scoring model accounts for (i) the presence of key word sets in the content segment and (ii) the context of the key word sets in the content segment. For each of the several categories, the method tags the content segment when the content segment is determined as relevant to the category.

Abstract: A customer relationship management (CRM) platform may use data objects to store data associated with a virtual meeting. The CRM platform may store information about a virtual meeting in a meeting object, and store information about meeting participants in participant objects linked to the meeting object. The CRM platform may also store meeting information, returned from a separate virtual meeting platform that will host the virtual meeting, in the meeting object and the participant objects. Accordingly, the CRM platform can use the meeting object and participant objects to display meeting information in a user interface, allow users to edit meeting details via the CRM platform, and/or allow users to join the virtual meeting via the CRM platform without separately logging in to the virtual meeting platform.

Abstract: Techniques and structures to facilitate conversion of a workflow process is disclosed. The techniques include receiving an image, identifying one or more objects included in the image, identifying one or more properties associated with each of the one or more objects, generating a matrix including data including the identified objects and associated properties and processing the matrix at a machine learning model to determine whether the image is to be translated based on a determination that one or more objects and associated properties within the image are required to be translated.

Abstract: A controller receives sensor data from a sensor of a water system in response to operation of the water system in an automation phase. The sensor generates data indicative of oxidant level of the water system. The controller determines observed water chemistry behavior based on the sensor data and compares the observed water chemistry behavior to learned water chemistry behavior. The water chemistry behavior may include a rate of increase or decrease. The controller performs an automation action in response to the comparison. The automation action may include modifying addition of oxidizing chemistry to the water system, generating an alarm, or sending an alert. The controller may receive sensor data in response to operation of the water system in a learning phase and determine the learned water chemistry behavior based on the sensor data received during the learning phase.

Abstract: A device receives network condition information. The network condition information is indicative of network resource availability at a plurality of locations. The device processes the network condition information to associate network resource availability identified in the network condition information with one or more airspace voxels that represent one or more three-dimensional (3D) portions of airspace corresponding to the plurality of locations. The device receives flight parameters relating to a proposed flight plan of an unmanned aerial vehicle (UAV) through airspace represented by a set of airspace voxels, and network performance parameters associated with the proposed flight plan. The device determines that the network resource availability that is associated with the set of airspace voxels fails to satisfy the network performance parameters, and performs one or more actions to enable the UAV to access network resources that satisfy the network performance parameters.

Abstract: A distributed database maintains a table on a first plurality of partitions. A request to restore the table to a point-in-time is received. The database determines, based on log data of the partitions, a maximum version number of an operation processed by the partitions. The log data is processed to exclude, from the restoration, operations whose transactions were started after the point-in-time, by setting the version number of those operations to be greater than the maximum version number. The log data is then applied to a second plurality of partitions, where the version number of each applied operation is less than or equal to the determined maximum version number.

Abstract: Some embodiments provide a method for identifying competitors of a particular company. The method identifies a set of potential competitors of a particular company. For each potential competitors, the method calculates a score quantifying the competitive relationship of the potential competitor to the particular company. When the calculated score is above a particular threshold, the method associates the potential competitor as a competitor of the particular company.

Abstract: Embodiments of the invention are directed to systems and methods that enable authentication of a user via an authentication application that is different than a wallet application that is being used to process a transaction. The wallet application may contain payment devices and/additional wallet applications.

Abstract: Examples described herein include systems and methods for test automation of a graphical user interface (GUI) using a screen element structure. The test automation can utilize a test script that identifies screen elements and corresponding actions to perform. The test script can identify screen elements with physical identifiers. The test automation can request the screen element structure from a server and retrieve one or more logical identifiers that correspond to the physical identifier. This can allow the test automation to use the logical identifier that is suitable for the particular GUI screen being tested and the automation platform itself. The test script can remain the same even when logical identifiers evolve since the screen element structure can be updated to include new logical identifiers.

Abstract: A method of oxidizing a component of an aqueous medium is provided. The method includes adding an effective amount of an oxidizing composition to the aqueous medium. The oxidizing composition includes an ingredient, such as hydrogen peroxide, a percarbonate salt, a peroxy compound, a chlorite or alkali metal salt thereof, a chlorate or alkali metal salt thereof, or any combination thereof. The method also includes oxidizing the component. The component may be a metal, a mineral, a microbial metabolite, an organic molecule, or combination thereof. The method also includes modulating the application of the oxidizing composition based on a measured aqueous medium parameter.

Abstract: Methods, systems, and non-transitory computer readable storage media are disclosed for utilizing deep learning to intelligently determine compression settings for compressing a digital image. For instance, the disclosed system utilizes a neural network to generate predicted perceptual quality values for compression settings on a compression quality scale. The disclosed system fits the predicted compression distortions to a perceptual distortion characteristic curve for interpolating predicted perceptual quality values across the compression settings on the compression quality scale. Additionally, the disclosed system then performs a search over the predicted perceptual quality values for the compression settings along the compression quality scale to select a compression setting based on a perceptual quality threshold. The disclosed system generates a compressed digital image according to compression parameters for the selected compression setting.

Abstract: Techniques described herein relate to representative monitoring in a contact center environment. Data associated with a customer interaction, including content of the interaction and video of a representative display during processing associated with the interaction, are presented to an administrator in real time or near real time for monitoring during an interaction. In some examples, a contact center server may receive an event notification when a live contact begins, and may generate data files associated with the live contact to allow the administrator to monitor the contact. In some instances, the contact center server may continue to generate data after conclusion of the live contact, to allow the administrator to monitor and guide post-contact processing performed by the representative. The contact center server also may allow administrators to select live contacts for monitoring and/or receive alerts when pre-selected representatives commence live contacts that can be monitored.

Abstract: A method performed by a computing system comprises accessing group subscription data that is associated with a user and identifies a plurality of different groups, each group being hosted by a corresponding client system. The group subscription data indicates that the user is subscribed to receive resource updates from the plurality of different groups. An aggregated set of resource updates is generated by aggregating resource updates associated with resources in the plurality of different groups. An integrated view renders the aggregated set of resource updates and includes an action user input mechanism representing a computing action to be performed in a corresponding one of the groups associated with at least one resource update. Based on user actuation of the action user input mechanism, a machine instruction instructs the client system, that hosts the corresponding group, to perform the computing action.

Abstract: Offline building of a projected data subset may be performed. A request to create a data set that is a projected subset of data from a source data set may be received. A data store separate from the data store storing the source data set may store a copy of the source data set that is used to replicate items to the projected subset of data according to a schema for the projected data subset. Updates made to the source data set may also be replicated to the projected data subset according to the schema. Conflicts between replicated items and replicated updates to the projected data set may be resolved by comparing a version identifier for the replicated update and replicated item to determine what to store in the projected data subset.

Abstract: The present disclosure relates to solid state forms of Acalabrutinib, processes for the preparation thereof and pharmaceutical compositions comprising said solid state forms of Acalabrutinib.

Abstract: Methods, systems, and non-transitory computer readable storage media are disclosed for utilizing deep learning to intelligently determine compression settings for compressing a digital image. For instance, the disclosed system utilizes a neural network to generate predicted perceptual quality values for compression settings on a compression quality scale. The disclosed system fits the predicted compression distortions to a perceptual distortion characteristic curve for interpolating predicted perceptual quality values across the compression settings on the compression quality scale. Additionally, the disclosed system then performs a search over the predicted perceptual quality values for the compression settings along the compression quality scale to select a compression setting based on a perceptual quality threshold. The disclosed system generates a compressed digital image according to compression parameters for the selected compression setting.

Abstract: Embodiments of the invention are directed to systems and methods that enable authentication of a user via an authentication application that is different than a wallet application that is being used to process a transaction. The wallet application may contain payment devices and/additional wallet applications.

Abstract: Examples described herein include systems and methods for test automation of a graphical user interface (GUI) using a screen element structure. The test automation can utilize a test script that identifies screen elements and corresponding actions to perform. The test script can identify screen elements with physical identifiers. The test automation can request the screen element structure from a server and retrieve one or more logical identifiers that correspond to the physical identifier. This can allow the test automation to use the logical identifier that is suitable for the particular GUI screen being tested and the automation platform itself. The test script can remain the same even when logical identifiers evolve since the screen element structure can be updated to include new logical identifiers.

Abstract: A method is used to manufacture an anvil of a surgical circular stapler. The anvil includes a head and a shank extending proximally from the head. The method includes forming the head of a surgical circular stapler using a metal injection molding process. The method also includes forming an annular array of staple forming pockets in the head. The method also includes machining the shank of the surgical circular stapler. The method also includes coupling together the head and the shank of the surgical circular stapler that were separately manufactured.