Abstract: Systems and methods for enabling users to pause interactive content, such as streamed exercise classes, and return to the classes without compromising their class performance statistics or metrics are described. For example, when a user decides to pause (e.g., they have to quickly handle something), they may have their rank removed from a leaderboard, with the leaderboard passing the ranking to the next user of the activity, while the user is still placed on the leaderboard according to an approximated position or ranking.

Abstract: A system including a computer having a processor and a memory. The memory includes instructions executable by the processor to determine that a vehicle is in a passing lane of a highway and in response to a determination that a rearward vehicle in the passing lane is approaching or closely following the host vehicle, actuate a component of the host vehicle.

Abstract: A healthcare facility system receives medical data associated with a patient from one or more first devices associated with a first healthcare worker, determines determine, using an artificial intelligence model, one or more medical recommendations based on a common pattern identified in the medical data and historical medical data associated with a plurality of prior patients, transmits the one or more medical recommendations to a second device operated by the second healthcare worker, in which each of the one or more medical recommendations represents a task to be performed by the first healthcare worker with respect to the patient, and transmits confirmed medical recommendations to the one or more first devices associated with the first healthcare worker.

Abstract: This disclosure describes, in part, techniques for utilizing global models to generate local models for electronic devices in an environment, and techniques for utilizing the global models and/or the local models to provide notifications that are based on anomalies detected within the environment. For instance, a remote system may receive an identifier associated with an electronic device and identify a global model using the identifier. The remote system may then receive data indicating state changes of the electronic device and use the data and the global model to generate a local model associated with the electronic device. Using the global model and/or local model, the remote system can identify anomalies associated with the electronic device and, in response to identifying an anomaly, notify the user. The remote system can further cause the electronic device to change states after receiving a request from the user.

Abstract: A computer that includes a processor and a memory, the memory including instructions executable by the processor to, upon initiating a lane change maneuver from a first lane to a second lane by a first vehicle including a first predicted trajectory, determine a second predicted trajectory for a second vehicle in a third lane based on one or more side-looking sensors. Based on determining that a distance between the first predicted trajectory and the second predicted trajectory is greater than a threshold, the first vehicle can be actuated to perform the lane change maneuver.

Abstract: Systems and methods for enabling users to pause interactive content, such as streamed exercise classes, and return to the classes without compromising their class performance statistics or metrics are described. For example, when a user decides to pause (e.g., they have to quickly handle something), they may have their rank removed from a leaderboard, with the leaderboard passing the ranking to the next user of the activity, while the user is still placed on the leaderboard according to an approximated position or ranking.

Abstract: A waste-receiving system positioned inside a cabinet can include a radar sensor and a proximity sensor to detect movement or the presence of an individual to determine whether to automatically move the waste-receiving system from a retracted or closed position inside the cabinet to an open or extended position that is at least partially outside the cabinet. For example, the radar sensor may be positioned to emit signals underneath the waste-receiving system. In response to the detection of an object, the waste-receiving system may move to an open or extended position. In response to the proximity sensor not detecting an object once the waste-receiving system is in the open or extended position, the waste-receiving system may move to a closed or retracted position.

Abstract: A method includes forming an opening in a core structure panel. The opening extends through a first laminate skin and at least partially through a core of the core structure panel. The method includes positioning a core repair plug in the opening. The core repair plug comprises a triply periodic minimal surface (TPMS) structure to replace the core removed during formation of the opening. The method includes adhering the TPMS structure to the core adjacent to the opening. The method also includes repairing the first laminate skin.

Abstract: Systems and methods for intelligent device grouping are disclosed. An environment, such as a home, may have a number of voice-enabled devices and accessory devices that may be controlled by the voice-enabled devices. One or more models, such as linguistics model(s) and/or device affinity models may be utilized to determine which accessory devices are candidates for inclusion in a device group, and a recommendation for grouping the devices may be provided. Device-group naming recommendations may also be generated and may be sent to users.

Abstract: Systems and methods for enabling users to pause interactive content, such as streamed exercise classes, and return to the classes without compromising their class performance statistics or metrics are described. For example, when a user decides to pause (e.g., they have to quickly handle something), they may have their rank removed from a leaderboard, with the leaderboard passing the ranking to the next user of the activity, while the user is still placed on the leaderboard according to an approximated position or ranking.

Abstract: Aspects of the present disclosure involve systems, methods, devices, and the like for transaction processing using a smart device. In one embodiment, a system and method are introduced which enable the use of a third-party provider in conjunction with the smart device. The third-party provider can enable transaction processing and offloading, eliminating the need for processing via an application server. In another embodiment, a dynamic machine-readable code is further introduced for providing the communication between the third-party provider and the smart device.

Abstract: Systems, methods, and compositions for biocatalyzed conversion of oleic acid to non-racemic (R)-10-hydroxystearic acid ((R)-10-HSA) are described herein. Some systems and methods may include mixing oleic acid, a buffer, and a surfactant to produce an emulsion. The emulsion may be mixed with recombinant enzyme produced by a transformed microorganism. The recombinant enzyme may biocatalytically convert oleic acid to (R)-10-HSA, which may be extracted from the emulsion via an organic solvent.

Abstract: A computing system and methods are provided for georeferencing stabilization. An exemplary method includes: obtaining a video stream capturing an area from a camera of a drone, where the video stream includes a plurality of frames, each including a field of view of the image capturing device and metadata of the image capturing device when the frame is captured; constructing a geographic (geo) lattice for the field of view in each of the plurality of frames, the geo lattice comprises a plurality of points, each being associated with raw coordinates determined based on the corresponding metadata; and building a lattice map with stabilized geo coordinates by (1) aligning the frames, (2) averaging the raw geo coordinates for given intersection points, and (3) building the lattice map based on the averaged geo coordinates of the intersection points.

Abstract: Systems and methods for generating a sampled leaderboard for display on a local exercise system include receiving a request from a local exercise system to start an on-demand class, delivering content for the on-demand class, downloading a leaderboard for the on-demand class including applying a filter to the leaderboard to generate a filtered leaderboard for a user of the local exercise system, determining whether the filtered leaderboard to be downloaded to the local system has a size less than a threshold value, generating a sampled leaderboard if the size of the filtered leaderboard to be downloaded is greater than the threshold value, wherein the sampled leaderboard is generated with a size less than the threshold value, and downloading the filtered leaderboard and/or the sampled leaderboard. An approximate rank for the user on a full leaderboard is determined and displayed to provide comparative performance results for the user.

Abstract: On-demand data is provided for real-time exercise experience including identifying available classes, receiving exercise class selection, retrieving associated leaderboard data, decompressing leaderboard data, and delivering exercise class content including leaderboard data to an exercise apparatus. Systems and methods further include receiving a class end condition, gathering data from the selected exercise class, compressing the gathered data, and appending the compressed data to stored leaderboard data. Compressing includes sampling a points from each user's workout through a recursive process including identifying a first point, last point and at least one mid-point of the workout, and for each successive pair of sampled points, identifying a mid-point that is furthest away from a line segment between the pair of sampled points, and adding the mid-point to the plurality of points if a distance between the mid-point and the line segment is greater than a predetermined threshold.

Abstract: A system is disclosed. The system has a remediation module, comprising computer-executable code stored in non-volatile memory, a processor, a buyer device of a buyer, and a seller device of a seller. The remediation module, the processor, the buyer device, and the seller device are configured to receive asset data of the seller, receive exception rules of the buyer, determine exceptions of the asset data based on the exception rules, display the exceptions via at least one of the buyer device or the seller device, and update the asset data based on the displayed exceptions.

Abstract: In a first aspect, the present invention provides a motor, fan and filter arrangement for a vacuum cleaner, comprising: a motor (10); a fan (20) connected to an output shaft (12) of the motor and having an axial intake; and a filter (30, 230, 330); wherein the fan (20) is arranged with its axial intake facing the motor (10); and the motor (10) is housed within the filter (30, 230, 330). Such an arrangement makes much more efficient use of space than a conventional arrangement and allows the motor to be positioned within the filter in a reversed direction in comparison to conventional arrangements, so that clear air from the filter can be drawn over the motor before encountering the fan. This also has the beneficial side-effect of cooling the motor with the filtered air. In a second aspect, the present invention also provides vacuum cleaners (100, 200, 300) comprising such a motor, fan and filter arrangement.

Abstract: A computer includes a processor and a memory storing instructions executable by the processor to receive data indicating a gaze direction of an occupant of the vehicle; determine whether the gaze direction is in a permitted area defined by a boundary, the permitted area being in a forward direction of travel of the vehicle; laterally adjust the boundary of the permitted area based on a speed of the vehicle and based on data indicating turning of the vehicle; and control the vehicle based on whether the gaze direction is in the permitted area.

Abstract: A method includes receiving a first claim line identifying a first time span and a first quantity of a health care service provided, and a second claim line identifying a second time span and a second quantity of the health care service provided; determining whether the quantity of health care service provided during the first time span exceeds a maximum amount for a predefined time period; generating a payment recommendation for the first claim line; determining whether a beginning date of the second time span is within the predefined time period and, if so, extending the predefined time period past an ending date of the second time span and generating a payment recommendation for the second claim line in response to determining whether the quantity in the first and second claim lines exceeds a maximum amount for the extended time period.

Abstract: The present invention provides a process for treating and drying a marine or submarine textile material to inhibit biofouling thereof. The invention further provides a marine or submarine textile material with antifouling properties obtained by the process of the invention, as well as the use of an antifouling formulation according to this invention for inhibiting the biofouling of marine and submarine textile materials.