Abstract: A system determines that a first data element in a first message is linked to a first data field in a first mapped dataset. The system receives a request to determine to which data field in a second mapped dataset a second data element in a second message should be mapped. The system extracts a first set of features from the first message. The system determines that the first data element is located on a first location within the first message. The system extracts a second set of features from the second message. The system determines that the second data element is location on a second location within the second message. The system determines a difference between the first location and the second location. If the difference is less than a threshold distance, the system associates the second data element to the first data element in the second mapped dataset.

Abstract: A facility for providing an XR device-based tool for cross-platform content creation and display is disclosed. The facility causes a definition of a mixed reality (MR) procedure to be presented by an editing MR device in a virtual application window. Input is received via the editing MR device. The facility interprets the received input as one or more editing actions performed with respect to the MR procedure definition and alters the MR procedure definition accordingly. The facility creates a device-independent representation of the MR procedure based on the altered MR procedure definition.

Abstract: A portion of a source mixed reality (MR) experience is retrieved. Then, the portion of the source MR experience is used to generate a serialized representation including a hierarchy of tagged elements. The hierarchy of tagged elements includes a plurality of MR step elements collectively defining a procedure to be performed by a viewer of an MR experience. Each MR step element has child elements that include an MR step number indicating a position of the MR step in the MR procedure and an MR step ID element indicating an identity of the MR step. The serialized representation is deserialized to generate a portion of a target MR experience to be edited in an MR development tool. The portion of the target MR experience is usable to cause each MR step in the plurality of MR steps to be graphically represented in the MR development tool.

Abstract: Techniques for developing mixed reality applications in connection with a virtual development environment are disclosed. A reference model corresponding to a physical object is received. Then, the reference model is displayed in a virtual development environment. First input arranging an anchor with the reference model in the virtual development environment is received. Then, second input specifying an animation to apply to the reference model is received. The arrangement in the virtual development environment is used to construct a mixed reality application usable to display, in response to detecting an instance of the anchor in a physical environment, the animated reference model in accordance with the arrangement in the virtual development environment.

Abstract: A system determines that a first data element in a first message is linked to a first data field in a first mapped dataset. The system receives a request to determine to which data field in a second mapped dataset a second data element in a second message should be mapped. The system extracts a first set of features from the first message. The system determines that the first data element is located on a first location within the first message. The system extracts a second set of features from the second message. The system determines that the second data element is location on a second location within the second message. The system determines a difference between the first location and the second location. If the difference is less than a threshold distance, the system associates the second data element to the first data element in the second mapped dataset.

Abstract: Disclosed embodiments may include a system for fraud detection. The system may identify, using a web browser extension, that a user has navigated to a webpage on a user device. The system may receive, via the webpage, data associated with a transaction. Responsive to receiving the data, the system may retrieve search history data corresponding to a searching session associated with the data, and may identify a searching session path corresponding to the transaction. The system may determine, using a machine learning model (MLM) and based on the search history data and the searching session path, a likelihood of fraud associated with the data. The system may determine whether the likelihood exceeds a predetermined threshold. Responsive to determining the likelihood exceeds the predetermined threshold, the system may conduct one or more fraud prevention actions.

Abstract: The present invention relates nanoparticles formed of a polymer and an antifungal agent, wherein the polymer is selected from the group consisting of linear or branched or cyclic polymonoguanide/polyguanidine, polybiguanide, analogues or derivatives thereof, or mixtures thereof. The nanoparticles are particularly suited for the treatment of fungal nail or skin infections.

Abstract: Methods and systems are described for novel uses and/or improvements to federated learning. As one example, methods and systems are described for improving the applicability of federated learning across various applications and increasing the efficiency of training a global model through federated learning. As another example, methods and systems are described for ensuring comprehensive training data is available to models assigned by the federated learning server. Additionally, methods and systems are described for improving the rate of training a global model through federated learning.

Abstract: A video recording device, holster and article of clothing are disclosed to reliably and covertly provide for the capture of video, audio, and metadata, and perform other commands. The holster may be provided with a carrier that is, in turn, inserted into the holster. In one embodiment, the holster may be confirmed as being associated with the video recording device to authenticate a user, and establishes a docked position. Moreover, the video recording device may enter a mode of operation associated with using the video recording apparatus automatically when inserted into a holster.

Abstract: A free-mold stator for a progressing cavity pump can comprise a housing include an inner housing surface defining an uninterrupted helical profile, and a liner including an inner liner surface and an outer liner surface. The inner liner surface and the outer liner surface can each define an uninterrupted helical profile, and the inner housing surface of the housing can be adapted to receive the outer liner surface to prevent lateral and rotational movement between the liner and the housing.

Abstract: A free-mold stator for a progressing cavity pump can comprise a housing include an inner housing surface defining an uninterrupted helical profile, and a liner including an inner liner surface and an outer liner surface. The inner liner surface and the outer liner surface can each define an uninterrupted helical profile, and the inner housing surface of the housing can be adapted to receive the outer liner surface to prevent lateral and rotational movement between the liner and the housing.

Abstract: Disclosed embodiments may include a system for executing programmable macros based on external device interactions. The system may include one or more processors, and a memory in communication with the one or more processors and storing instructions that, when executed by the one or more processors, are configured to cause the system to execute programmable macros based on external device interactions. The system may receive a device identification of an external device. The system may receive a rule associated with the external device, wherein the rule comprises a triggering event and transfer instructions. The system may receive, from the external device, device data. Responsive to determining, from the device data, that the triggering event has occurred, the system may execute the transfer instructions.

Abstract: A vehicle includes a body structure defining an interior cabin and a multi-position seat that is attached to the body structure and includes a seat cushion and a seatback, and a coupling between the seat cushion and the seatback that positions the seatback between an upright position and a maximum reclined position. Left and right halo members are fixedly attached to the body structure, the left halo member having a first restraining surface above, rearward from, and adjacent to a left shoulder of an occupant of the seat when the seatback is positioned in the maximum reclined position, and the right halo member having a second restraining surface above, rearward from, and adjacent to a right shoulder of the occupant when the seatback is positioned in the maximum reclined position.

Abstract: A vehicle includes a body structure defining an interior cabin and a multi-position seat that is attached to the body structure and includes a seat cushion and a seatback, and a coupling between the seat cushion and the seatback that positions the seatback between an upright position and a maximum reclined position. Left and right halo members are fixedly attached to the body structure, the left halo member having a first restraining surface above, rearward from, and adjacent to a left shoulder of an occupant of the seat when the seatback is positioned in the maximum reclined position, and the right halo member having a second restraining surface above, rearward from, and adjacent to a right shoulder of the occupant when the seatback is positioned in the maximum reclined position.

Abstract: Improvements regarding aspects of football are described, including with regard to tools and methods facilitating game and league play, as well as tools and methods for broadcast, including capture and presentation of broadcast for football.

Abstract: Systems, methods, and software described herein manage server connection resets based on domain name server (DNS) information. In one implementation, a firewall may receive a reverse DNS request from a computing system and communicate a request to a DNS security service to determine whether a destination associated with the reverse DNS request is malicious. The firewall further receives a response from the DNS security service that indicates that the destination is malicious and, when the response indicates that the destination is malicious, communicates a reset command to the destination to reset a connection between the destination and the computing system.

Abstract: A multi-function handling system for use with a fiber optic cable reel at an installation site includes a base body and a roller assembly connected to the base body to support the fiber optic cable reel of the base body. The base body includes a connection interface for engaging with pallet handling equipment to move the handling system around the installation site. The roller assembly includes a plurality of rollers configured to allow the fiber optic cable reel to rotate relative to the base body to payoff a length of fiber optic cable on the fiber optic cable reel for installation at the installation site. A method of handling a fiber optic cable reel at an installation site is also disclosed.

Abstract: In an embodiment, a tubing module for a bioprocessing system includes a first tubing holder block configured to receive at least one pump tube and hold the at least one pump tube in position for selective engagement with a peristaltic pump, a second tubing holder block configured to receive a plurality of pinch valve tubes and hold each pinch valve tube of the plurality of pinch valve tubes in position for selective engagement with a respective actuator of a pinch valve array, and wherein the first tubing holder block and the second tubing holder block are interconnected.

Abstract: In an embodiment, a tubing module for a bioprocessing system includes a first tubing holder block configured to receive at least one pump tube and hold the at least one pump tube in position for selective engagement with a peristaltic pump, a second tubing holder block configured to receive a plurality of pinch valve tubes and hold each pinch valve tube of the plurality of pinch valve tubes in position for selective engagement with a respective actuator of a pinch valve array, and wherein the first tubing holder block and the second tubing holder block are interconnected.

Abstract: In some aspects, a computing system may iterate between adding spurious data to the dataset and training a model on the dataset. If the model's performance has not dropped by more than a threshold amount, then additional spurious data may be added to the dataset until the desired amount of performance decrease has been achieved. the computing system may determine the amount of impact each feature has on a model's output. The computing system may generate a spurious data sample by modifying values of features that are more impactful than other features. The computing system may repeatedly modify the spurious data that is stored in a dataset. If a cybersecurity incident occurs (e.g., the dataset is stolen or leaked), the system may identify when the cybersecurity incident took place based on the spurious data that is stored in the dataset.