Abstract: Systems and methods are described for employing event context to improve threat detection. Systems and methods of embodiments of the disclosure measure both process deviation and path deviation to determine whether processes are benign or represent threats. Both a process deviation model and a path deviation model are deployed. The process deviation model determines the similarity of a process to past processes, and the path deviation model estimates whether processes have been called out of turn. In this manner, systems and methods of embodiments of the disclosure are able to detect both whether a process is in itself unusual, and whether it is called at an unusual time. This added context contributes to improved threat detection.

Abstract: A lighting fixture may include a housing, an illumination source disposed within the housing, and a frame coupled to the housing. The frame may include a first side and a second side abutting the first side to form a joint, wherein a gap extends at the joint and at least one of the first side or the second side is configured to obscure at least a portion of the gap.

Abstract: Systems and methods for vehicle hardware coverage testing are provided. For instance, a vehicle comprises a memory to store a vehicle compute software and a hardware coverage test software associated with the vehicle compute software; a timer configured based on a timer period; and one or more processing units to execute the vehicle compute software using hardware resources of the one or more processing units; and responsive to an expiration of the timer, execute the hardware coverage test software to test only the hardware resources used by the vehicle compute software and determine whether there is a failure associated with the hardware resources used by the vehicle compute software.

Abstract: Provided is a light system, a light element, and a mounting pad of a light. The light system includes a light element and a mounting pad. The light element includes a light-emitting unit to emit light; an attachment unit to attach the light element to any position on a mounting surface on which the light element is mounted; a wireless electric-power receiving unit to receive electric power for driving the light element by wireless electric-power transmission; and a light-emitting unit power supply circuit, connected to the wireless electric-power receiving unit to transmit the electric power received by the wireless electric-power receiving unit to the light-emitting unit. The mounting pad includes a mounting area having the mounting surface on which the light element is mounted and a wireless electric-power transmitting unit to transmit the electric power to the wireless electric-power receiving unit on the mounting surface by wireless electric-power transmission.

Abstract: A system, method, process, and mechanism for fulfilling multi-vendor orders within a drive-through complex with a vertical transport system that delivers the multi-vendor orders to pick-up stations located below the floors with the vendors. The system receives an order from a user device of a user, wherein the order includes at least two sub-orders. The sub-orders are processed based at least on the preparation times. The sub-orders are tracked and an available drive-through lane with an available pick-up station is determined for the order including the sub-orders. Notifications may be sent to a user or third party user for order pick-up. When the order is complete, it is consolidated and the order is transferred to the available pick-up station.

Abstract: The invention relates to executing an action for a cryptographic storage application by comparing a movement dataset, which may contain positional and inertial datasets, with a user profile dataset. The system may receive a first cryptographic storage application address, retrieve a first movement dataset corresponding to a first time period, retrieve a user profile dataset, compare the first movement dataset with the user profile dataset, and execute an action for the first cryptographic storage application.

Abstract: Implementations described and claimed herein provide systems and methods for custom-defined network routing. In one implementation, a set of custom defined network flow rules is received at an edge router of a primary network, which is in communication with a customer network. The set of custom defined network flow rules correspond to network traffic associated with the customer network. The set of custom defined network flow rules is stored in a forwarding table on the edge router. A packet of data is received at the edge router. The packet of data is attributed to the customer network. The set of custom defined network flow rules is applied to the pack of data using the forwarding table.

Abstract: Methods and systems for estimating a vehicle status using interaction data are disclosed. An exemplary method can include obtaining, via at least one processor, information associated with a vehicle; obtaining, via the at least one processor, a set of interaction data of an individual associated with the vehicle; and accessing, via the at least one processor and on a memory, a framework indicative of an association between interaction data and vehicles status. An exemplary method may further include generating, via the at least one processor and by applying the framework to the set of interaction data and the information associated with the vehicle, an estimate of the vehicle status; generating, via the at least one processor and based on the estimate of the vehicle status, at least one evaluation for the vehicle; and outputting the at least one evaluation.

Abstract: A system and method of defining a plane for planar coding in JVET in which first and second lines can be defined based upon pixels in left-adjacent and top-adjacent coding units. In some embodiments, the least squares method can be employed to define the relevant lines. One point along each of the lines can then be identified and the y-intercepts of the two lines can be averaged to obtain a third point. The three points can then be used to identify and define a plane for planar coding in JVET.

Abstract: A device may include a processor, a wireless transceiver in communication with the processor, and a non-transitory memory. The memory may store instructions that, when executed by the processor, cause the processor to perform processing. The processing may include receiving a command configured to be executed by an external user device. The external user device and the user device may be members of a network of trust. The processing may include detecting, by the wireless transceiver, a plurality of member devices of the network of trust in communication range of the device. The processing may include sending, by the wireless transceiver, the command to each of the plurality of member devices.

Abstract: Methods and systems are described herein for facilitating data integrity processes using measures of statistical dispersion (e.g., gini impurities) of dataset features. The described mechanism may be also be used for selection and dimensionality reduction. Dimensionality reduction may enable storing the dataset using less storage space or performing other operations on the dataset using less resources. In some embodiments, the above described mechanism may be used for supervised categorial clustering and/or categorical classification.

Abstract: Example front forks for bicycles are described herein. An example front fork includes a crown having a top side and a bottom side opposite the top side. The crown defines an opening between the top side and the bottom side. The front fork includes a first leg and a second leg coupled to and extending from the bottom side of the crown. The front fork also includes a steerer tube disposed in the opening of the crown and extending from the top side of the crown. The steerer tube and the crown coupled by a weld at or near the bottom side of the crown.

Abstract: Aspects of the subject disclosure may include, for example, accessing device usage data that can be generated when end user devices connect with the network; and analyzing the device usage data according to identification information of the deployable cell site, which enables determining or estimating a location of the deployable cell site. In one embodiment, this analysis can be based on device usage reports and network performance data. A performance report and/or location map can be generated for an area associated with the deployable cell site. Other embodiments are disclosed.

Abstract: Systems and methods for assessment and management of adverse event risks in mechanical circulatory support patients are described herein. The method for post-operative risk mitigation in patients with an implanted Ventricular Assist Device (VAD) can include receiving a plurality of features relating to an attribute associated with the patient and ingesting at least some of the features into a multistate model. The multistate model can include a plurality of states, each corresponding to a patient condition. The method can include generating with the multistate model a daily prediction of a likelihood of the patient developing at least one of the conditions corresponding to the plurality of states in a predetermined time period, and controlling a user interface to output an indicator of the likelihood of the patient developing the at least one of the conditions in the predetermined time period.

Abstract: A biodegradable preform, biodegradable containers and a method for making the plastic containers. The biodegradable container wherein the body of the container includes from about 40 to about 99 weight percent of a polymer derived from random monomeric repeating units having a structure of wherein R1 is selected from the group consisting of CH3 and a C3 to C19 alkyl group. The monomeric units wherein R1 is CH3 is about 75 to about 99 mol percent of the polymer. A resin adapted for forming the container is also disclosed.

Abstract: An adaptive current limit circuit is provided in a power converter to achieve a fixed output current limit over duty cycle. In a converter including a high side switch, a low side switch coupled to the high side switch at a switch node, and an inductor coupled between an input voltage source and the switch node, the adaptive current limit circuit is coupled to receive the high side control signal and configured to generate an adaptive current limit threshold that varies based at least in part on the duty cycle of the high side switch.

Abstract: A computer-implemented system for real-time credible vetting of talents or candidates using blockchain is disclosed. The system comprises a computing device having a processor and a memory in communication with the processor, one or more databases in communication with the computing device via a network to store a plurality of candidate's information, and a user device associated with a user in communication with the computing device via the network configured to access one or more services provided by the system. The system enables the candidates to submit one or more candidate credentials on a user device. The candidate credentials are validated by a credible group of community members and are stored in the blockchain. The system matches the recruiters and candidates based on an assigned task and the candidate's expertise using artificial intelligence (AI) talent matching. Further, the system provides dynamic ratings or scores for candidates along with feedback.

Abstract: The improved cathode sub-assembly includes a solid cylindrical cathode of tungsten, a cylindrical holder concentric to the cathode with an internal radially directed rib receiving one end of the cathode, and a cylindrical reflector threadably mounted within the holder in circumferentially spaced relation to the cathode. The holder is threadably mounted in a support plate to be able to be readily removed for servicing and/or replacement.

Abstract: One or more examples provide an electric vehicle or a device for use with an electric vehicle, including an electric vehicle charging system and method. In one example, an electric vehicle charging system with a charging robot rail switch is disclosed.

Abstract: Fast-acting and low-inertia actuators useable in various applications where a high force must be applied very quickly are disclosed. Power tools with detection systems configured to detect a dangerous condition between a person and a cutting tool are disclosed. In power tools, for example in a woodworking machine, a fast-acting and low-inertial actuator as disclosed herein can be used to retract a blade upon detection of a dangerous condition by a detection system. The actuator includes a charge of pressurized fluid and one or more electromagnets to selectively retain or release the pressurized fluid.