Abstract: Static analysis of a code base is expanded beyond finding faults to also find code instances where a particular fault could have occurred but did not. A conformance count reflects code portions that satisfy a specified coding rule per static analysis, and a nonconformance count reflects code portions that do not satisfy the coding rule. Various metrics computed from the conformance count and nonconformance count drive software development quality assessments. For example, bugs or bug categories may be prioritized for developer attention, static analysis tools are evaluated based on the metrics, to reduce noise by eliminating low-value bug alerts. Particular areas of expertise of developers and developer groups are objectively identified. Source code editors are enhanced to provide specific recommendations in context. Other quality enhancements are also provided.

Abstract: Systems and methods for tracking anonymous visitors of an online website or mobile app are disclosed. The browsing activity by an anonymous visitor of the online website or mobile app is converted into features and a visitor-identifier associated with the browsing activity generated by the anonymous visitor is determined. The features are stored with the visitor-identifier in a super-visitor-state before the visitor-identifier is associated with a super-visitor-identifier. After the visitor-identifier is associated with the super-visitor-identifier, the features are stored with the super-visitor-identifier in the super-visitor-state. After the visitor-identifier is associated with the super-visitor-identifier, the features associated with the visitor-identifier in the super-visitor-state may be combined, e.g., aggregated, with the features associated with the super-visitor-identifier and the visitor-identifier may be removed from the super-visitor-state.

Abstract: System, methods, and computer-readable media for a calibration check process of sensors on an autonomous vehicle (AV) via a drive-through environment mapped with a series of targets. The targets are used to check the calibration of the sensors on the AV as a quality check before the AV is determined fit to drive autonomously. Supervising a calibration process that collects data from the sensors on the AV based on exposure to a series of targets or augmented camera targets. The collected data may be used for extrinsic calibration aimed to determine that extrinsic parameters that define the rigid relationship between sensors are in set checker bounds.

Abstract: The present disclosure presents control systems and related methods for accurate estimation of a system-level risk. One such method comprises obtaining, via at least one of one or more computing devices, a tree data structure of a system-level failure risk of a system plant, wherein a binary state failure probability of an internal node in the tree data structure is a function of its logic gate connection and its child nodes; where the tree data structure has only independent nodes, computing a binary state failure probability of a failure event represented as a top node of the tree data structure; where the tree data structure has multiple dependent chains having a common dependent node, evaluating, the binary state failure probability of each dependent chain separately; and outputting the binary state failure probability for the failure event represented as the top node of the tree data structure.

Abstract: The subject matter described herein is directed to antibody-PROTAC conjugates (PACs), to pharmaceutical compositions containing them, and to their use in treating diseases and conditions where targeted protein degradation is beneficial.

Abstract: Implementations are directed to receiving, by an application, query data, the query data indicating a conditional query and a selection of files on which to execute the conditional query; identifying a subset of selected files for which copies of the selected files are not stored in a file database of the application; extracting, from a file system, a copy of each file of the subset of selected files into the file database of the application; parsing the copies of the selected files from the file database into a dataframe; executing the conditional query on the selected files in the dataframe; and providing a result of the conditional query. Actions include executing, by a discovery engine, a discovery process to provide metadata comprising, for a file in the file system: a name of the file; corresponding column names and data types; and a file alias.

Abstract: The subject matter described herein is directed to antibody-PROTAC conjugates (PACs), to pharmaceutical compositions containing them, and to their use in treating diseases and conditions where targeted protein degradation is beneficial.

Abstract: A method for managing a user's email subscriptions has been developed. The method provides a user interface (UI) to the user that allows the user to view and select multiple stand-alone components across multiple dashboard displays for an email subscription to an email address. The user's selections are received via the UI. A display of each of the subscribed stand-alone components is rendered periodically based on the user's preference. The rendered displays are combined into a single email message that is sent to the email address upon completion of the rendering of the displays.

Abstract: A system including one or more processors and one or more non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform ingesting streaming events for processing by multiple models; mapping each of the streaming events to a model of the multiple models; storing each of the streaming events in a respective queue in a respective sequence store, such that a respective one of the multiple models retrieves (i) a respective one of the streaming events in the respective sequence store associated with the respective one of the multiple models and (ii) a respective key corresponding to the respective one of the streaming events from a leaf store, to asynchronously perform the respective machine-learning inferencing, wherein the multiple models run independently and in parallel on multi-tenant threads. Other embodiments are disclosed.

Abstract: The present disclosure describes methods and apparatus for remote sensing with data analytics. The methods and apparatus have many applications including monitoring the quality of grain during storage and/or transport. The present disclosure describes a way to collect temperature and other environmental data to describe and predict quality of stored grains, current and future, based on a myriad factors including fumigation, external temperature and humidity, in storage grain temperature and humidity.

Abstract: A system and method for automatically documenting a condition of a property and generating a request for return of a security deposit is described. In one embodiment, a method for automatically documenting a condition of a physical space includes determining an initial condition of one or more inspected elements in a physical space. The method also includes obtaining a current condition of the one or more inspected elements in the physical space. The method includes determining changes between the initial condition and the current condition for each of the one or more inspected elements. The method further includes generating a report documenting the changes of the one or more inspected elements in the physical space.

Abstract: Technologies for managing a world model of a monitored area includes a roadway server configured to receive LIDAR sensing data from a LIDAR sensing system positioned to monitor the monitored area and generate a world map of the monitored area based on the LIDAR sensing data. The world model includes data that identifies objects located in the monitored area. The roadway server may distribute the world model to automated vehicles traveling through the monitored area via a stream or in response to directed requests. The roadway server may also receive sensor data from the automated vehicles, which may be used to generate the world model. The roadway server may distribute the world model to other interested devices located in or near the monitored area.

Abstract: Methods, systems, and computer-readable storage media for determining for each query in a set of high-cost queries, an access pattern to data objects accessed by the query in a legacy system, determining for each query in a set of low-cost queries, an access pattern to each data object accessed by the query in the legacy system, providing a first set of design patterns representative of first data objects of the legacy system to be offloaded to the target system and a second set of design patterns representative of second data objects of the legacy system to remain on the legacy system, and executing at least one design pattern of the first set of design patterns to offload one or more first data objects to the target system.

Abstract: A method for managing a user's email subscriptions has been developed. The method provides a user interface (UI) to the user that allows the user to view and select multiple stand-alone components across multiple dashboard displays for an email subscription to an email address. The user's selections are received via the UI. A display of each of the subscribed stand-alone components is rendered periodically based on the user's preference. The rendered displays are combined into a single email message that is sent to the email address upon completion of the rendering of the displays.

Abstract: Techniques for partitioning data flow operations between execution on a compute instance and an attached accelerator instance are described. A set of operations supported by the accelerator is obtained. A set of operations associated with the data flow is obtained. An operation in the set of operations associated with the data flow is identified based on the set of operations supported by the accelerator. The accelerator executes the first operation.

Abstract: A method and system of increasing the security of requests to access funds from a joint bank account by secondary users to permit a primary user to securely regulate fund usage are disclosed. The system and method are configured to link to a bank account and restrict access of funds by secondary users per conditions defined by the primary user(s). A software application receives requests for funds from secondary users for use during a transaction to be performed at a specific merchant location. The application requires geodata that supports the proposed transaction, for example by inclusion of an image taken in which GPS data is embedded. The request will only be conveyed to the primary user if the system determines the embedded GPS data corresponds to the location of the merchant.

Abstract: A technique for automatically determining new font sizes includes receiving information indicating a layout change for a document. The document includes a text frame that includes text content in a first font size. The text content covers a particular percentage of the text frame, and the layout change causes a change in the size of the text frame to a resized text frame. The technique includes determining a second font size for the text content in the resized text frame. A percentage of the resized text frame covered by the text content in the second font size is substantially similar to the particular percentage of the document. The method includes resizing the size of the text content from the first font size to the second font size and outputting a document with the resized text frame with the text content in the second font size.

Abstract: A system for generating keyword-level landing pages for paid search campaigns associated with website content on a website, the system comprising: a keyword list management module adapted to: receive a set of campaign defined terms, wherein the set of campaign defined terms comprises a plurality of phrases that are actively targeted as SEM keywords in an SEM campaign; a website content gathering module adapted to: receive website content data associated with the website content; a landing page generating module adapted to: retrieve the website content data from the website content gathering module, generate a plurality of landing pages based on the received campaign defined terms and the retrieved website content data; and communicate with a publicly visible web page server to enable the publicly visible web page server to store and serve the generated landing pages.

Abstract: A method and system of increasing the security of requests to access funds from a joint bank account by secondary users in order to permit a primary user to securely regulate fund usage are disclosed. The system and method are configured to link to a bank account and restrict the access of funds by secondary users per conditions defined by the primary user(s). An application can be accessed via a computing device that receives requests for funds from secondary users and requires the secondary user to also submit a digital image or video that supports their proposed transaction. The request will only be conveyed to the primary user if the necessary digital verification is received by the system.

Abstract: The disclosure relates to a handwritten input-recognition method for an electronic-device. The method comprises: obtaining by the device, at least one first handwriting input representative of at least one object. A context of the at least one first handwriting input is determined based on referring a log of actions performed upon the device. Using a neural network, a positional significance of the at least one first handwriting input is analyzed in relation to the determined context. A description depicting location of the at least one object is generated based on the analyzed positional significance of the at least one first handwriting-input. A command in response to the generated scene description is generated to enable performance of an action, the command referring the location of the at least one object within the scene.