Abstract: A request to display a user interface that includes a menu along a first edge of a user interface that corresponds to a first edge of a display region is received. The menu includes multiple menu objects, including a first and a second menu object. In response to receiving the request, and if the display generation component is not capable of displaying content in a respective portion of the first edge of the display region, the first menu object is displayed on a first side and the second menu object is displayed on a second side of the respective portion, such that the respective portion is between the first menu object and the second menu object met. And, if the display generation component is capable of displaying content in the respective portion, the first and second menu objects are displayed adjacent to one another in the display region.

Abstract: Systems, methods and computer program products are provided for analyzing at least one of ultrasound (US) images or optoacoustic (OA) images (US/OA images), comprising: a display configured to display at least a first image from at least one of OA images or US images acquired in connection with an examination for a region of interest (ROI), the first image including a lesion, the first image overlaid with an interior ROI outline separating an internal zone from a boundary zone of the ROI, the first image overlaid with an exterior ROI outline separating the boundary zone from a peripheral zone; a graphical user interface (GUI); memory configured to store program instructions; and one or more processors configured to execute the programmable instructions to: obtain feature scores in connection with at least the boundary zone and peripheral zone of the first image; apply the feature scores to a classification model to obtain predictive result indicative of a trait of the lesion, the predictive result indicating

Abstract: Methods and systems for secure applications running web view applications are disclosed. In some aspects, user data may be secured within a first security domain, that is inaccessible to a web view application running within a second application. The second application accesses the user data via a second security domain, when a request is received from the web view application to display a user interface. The second application then displays a user interface based at least in part, on the user data.

Abstract: Inputs may be received for constructing a data processing pipeline configured to implement an process to generate a machine learning model for performing a task associated with an input dataset. The process may include a plurality of machine learning trials, each of which applying, to a training dataset and/or a validation dataset generated based on the input dataset, a different type of machine learning model and/or a different set of trial parameters. The machine learning model being generated based on a result of the plurality of machine learning trials. A runtime estimate for the process to generate the machine learning model may be determined. The runtime estimate may enable the allocation of a sufficient time budget for the process. Moreover, the process may be executed if the runtime of the process does not exceed the available time budget.

Abstract: Systems and methods for unsupervised feature selection for online machine learning are provided. Features can be selected from a plurality of online data sources having a plurality of respective online data streams, and an aggregated feature set and aggregated data can be formed therefrom. The aggregated feature set and the aggregated data can be used by machine learning models in real time to provide real time online machine learning.

Abstract: An information processing device includes a processor. The processor is configured to control a vehicle including a storage apparatus including one or more compartments configured such that a user deposits baggage. The processor is configured to, when a predetermined event related to storage of the baggage has occurred in the storage apparatus, restrict deposit of the baggage into the storage apparatus by the user until the vehicle including the storage apparatus moves to a predetermined place where the predetermined event is resolvable.

Abstract: Embodiments of the present disclosure disclose a three-dimensional path display method, device, computer-readable storage medium, electronic apparatus and computer program product. Therein the method comprises: determining, from a target three-dimensional space, a first sampling-point set comprising points; based on the first sampling-point set, generating a curve indicating the three-dimensional path to be generated; based on the curve, generating the three-dimensional path comprising a path region set, wherein the three-dimensional path passes through the points of the first sampling-point set; determining a mapping relationship between vertices of respective path regions in the path region set and pixels in a preset two-dimensional picture; according to the mapping relationship, inserting corresponding pixels into path regions in the path region set; and displaying the three-dimensional path after the pixels are inserted.

Abstract: Method of causing a selectable item including customized graphic for electronic messaging application starts with a processor generating customized graphics based on user identifiers for a first, a second, and a third client device. Processor causes a communication list interface that includes a group selectable item to be displayed on the first client device. The group selectable item includes the second customized graphic and the third customized graphic. Processor receives a request for a group communication session from the first client device. The request for the group communication session is generated by the first client device when the user of the first client device selects a first portion of the group selectable item displayed on the first client device. Processor causes a communication interface for the group communication session between a group of client devices to be displayed at the first client device. Other embodiments are disclosed.

Abstract: The present disclosure provides a method and apparatus for unmanned vehicle dispatching management, a device, a storage medium and a program, which relates to autonomous driving and intelligent transportation technology in artificial intelligence. The specific implementation solution includes: receiving an unmanned vehicle dispatching request; determining, according to the unmanned vehicle dispatching request, a first task type corresponding to a first unmanned vehicle to be dispatched; generating a first order corresponding to the first unmanned vehicle, where the first order is used to indicate a driving task to be performed by the first unmanned vehicle, and a type of the driving task is the first task type; and sending the first order to the first unmanned vehicle. Through the above process, a dispatching management of unmanned vehicles is realized from the task dimension, so that there is no need to distinguish the types of unmanned vehicles.

Abstract: User interfaces are provided for improved data optimization. A model user interface can be used to generate models based on a historical data file based on modeling details and filters specified by a user. The user can save the models and apply the models to optimize a data file. The user can specify optimization details and see visualizations of the results.

Abstract: A system and method for performing optoacoustic classification prediction is provided. The method utilizes one or more processors in connection with receiving OA feature scores in connection with OA images collected from a patient examination for a volume of interest. The volume of interest includes a lesion. The method applies the OA feature scores to a classification model to obtain a predictive result indicative of a trait of the lesion.

Abstract: Embodiments include a method for navigating an electronic document. The method includes displaying a navigation pane that includes a group of logical document elements associated with the electronic document. The method also includes detecting a first user input. The method further includes determining that the first user input is configured to select a first logical document element included in the group of logical document elements. The method also includes selecting the first logical document element based on the first user input. The method further includes navigating to a portion of the document associated with the first logical document element. Embodiments also include a system and a computer-readable medium for navigating an electronic document.

Abstract: The disclosed embodiments include computer-implemented processes that flexibly and dynamically analyze a machine learning process, and that generate analytical output characterizing an operation of the machine learning process across multiple analytical periods. For example, an apparatus may receive an identifier of a dataset associated with the machine learning process and feature data that specifies an input feature of the machine learning process. The apparatus may access at least a portion of the dataset based on the received identifier, and obtain, from the accessed portion of the dataset, a feature vector associated with the machine learning process.

Abstract: A method of generating a social platform service screen includes directing, by at least one processor of a computer device, the social platform service screen to land on one of a recommended feed tab and a following feed tab according to a situation associated with the social platform service screen at an entry request point in time, the recommended feed tab configured to display a personalization-based recommended post and the following feed tab configured to display relationship-based following posts contained within a following feed.

Abstract: Selecting objects in a video stream of a smart phone includes detecting quiescence of frame content in the video stream, detecting objects in a scene corresponding to the frame content, presenting at least one of the objects to a user of the smart phone, and selecting at least one of the objects in a group of objects in response to input by the user. Detecting quiescence of frame content in the video stream may include using motion sensors in the smart phone to determine an amount of movement of the smart phone. Detecting quiescence of frame content in the video stream may include detecting changes in view angles and distances of the smart phone with respect to the scene. Detecting objects in a scene may use heuristics, custom user preferences, and/or specifics of scene layout. At least one of the objects may be a person or a document.

Abstract: Embodiments disclosed herein disclose a back-end computer to generate a risk score and a front-end visualization engine to hierarchically display the generated risk core. The back-end computer users a machine learning model for a stepwise perturbation from a digital reference profile until a user profile to be score is reached. The computer may calculate intermediate risk score for each perturbation and calculate the final risk score after all the perturbations are completed. The front-end visualization engine generates an interactive hierarchical display showing information associated with the risk score calculation. More specifically, the visualization engine may show a filtered list of users sharing one or more attributes with the user profile, a visual rendering of the top factors contributing to the risk score, and individual input values within a factor; and juxtapose the scores and attributes of the user profile in the graphical information display of the associated population.

Abstract: A display control device includes a processor. The processor being configured to: receive proposal information relating to a proposal that requests an instruction from a vehicle occupant of a vehicle; receive an operation signal that is outputted in accordance with an operation of the vehicle occupant; and in a case of receiving the proposal information, change display of a display device provided within the vehicle from a usual image to an image that includes a proposal image relating to the proposal, and, during a predetermined time period from start of display of the proposal image, prohibit reflection of the operation signal in the instruction.

Abstract: The disclosure is directed to a document management system having a label management user interface. The document management system may be configured to display document content in either a document view mode or a document edit mode in which document content is displayed in a content panel of the graphical user interface. When in the document view mode and an authenticated user has edit permissions with respect to a current document, the graphical user interface is configured to display a label management user interface including an array of user-selectable label graphical objects and a list of recommended labels selected in accordance with a label score that is based on a set of multiple heuristics. Using the label management user interface, the user may transition from recommended label operations to a dynamic search operation and to a custom label creation operation without leaving the context of the current interface.

Abstract: Interactive content can be managed and provided to occupants of an automated vehicle to enhance their experience while in the vehicle. Orchestrator component can determine interactive content based on conditions associated with the vehicle, user preferences, video content, or other information. Interactive content can comprise video content, audio content, and control content. Video content can comprise augmented reality or virtual reality content. Control content can be used to control vehicle operation in relation to or synchronization with presentation of video content. Orchestrator component can correlate between certain roads on which the vehicle can travel and entertainment presentations presented to a vehicle occupant. Orchestrator component can control vehicle operation to have the vehicle recreate a vehicle action sequence (VAS) in a video program being presented to the occupant in the vehicle.

Abstract: A method and computing system operable for displaying a first routing diagram on a display. The first routing diagram is a member of a first set of routing diagrams that includes multiple different routing diagrams. Displaying the first routing diagram includes displaying a user-selectable control and a first portion of a particular routable component within the first routing diagram. The user-selectable control corresponds to a location of the display where a first terminal connected to the particular routable component or a second terminal connected or connectable to the first terminal is displayed. An additional function include determining, by a processor, a selection of the user-selectable control occurs while the first routing diagram is displayed on the display. A further function includes displaying, on the display in response to determining the selection of the user-selectable control occurs, the second routing diagram with a second portion of the particular routable component highlighted.