Abstract: A system selecting a parking spot using reinforcement learning includes a first monitor evaluating available parking spots in a parking lot. Reinforcement learning (RL) is used to pick a parking spot based on user preferences. A computer computes a probability of a future parking spot availability from the available parking spots. An information source wherein the computer retrieves information including time of day, weather and location from the information source to assist in computing the probability of the future parking spot availability. An update module receives the future parking spot availability from the computer and updates a belief probability, the belief probability including a belief defined as a data structure in which a probability of the available individual parking spots within the parking lot is stored. An RL model is updated for the parking lot after a park maneuver is completed for a host vehicle.

Abstract: Embodiments of the application may provide a decentralized wireless cloud service system including a distributed ledger database, a consensus algorithm, an exchange wallet, a platform, a distributed cloud, software configured to integrate the exchange wallet, the platform, and even the distributed cloud into a distributed ledger database to create a decentralized wireless cloud system, resource nodes in a decentralized wireless cloud system configured to provide a resource on a decentralized wireless cloud system, wherein a resource may include a network resource from at least some of the resource nodes; and perhaps even a reward system to owners of said resource nodes for a resource.

Abstract: Systems and methods for diagnosing sensor performance of a UWB sensor localization are provided. The system comprises a UWB tag, at least four UWB anchors, and a gateway. The gateway comprises an ECU arranged to receive sensor signals from the UWB anchors. The ECU comprises a preprocessing module arranged to align the sensor signals defining aligned data and is arranged to determine intersections of the aligned data defining points of intersections. The system further comprises a clustering module arranged to cluster the points of intersections defining at least one cluster of points of the UWB anchors to calculate a clustering quality and a clustering variance of each of the at least one cluster. The ECU is arranged to find a clustering contribution of each anchor defining a first contribution low of one of the anchors and is arranged to determine an erratic anchor based the first contribution low.

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed. An example apparatus includes at least one memory, instructions in the apparatus, at least one processor to execute the instructions to, in response to identifying malicious data: a) in response to determining that the at least one processor is controlled by the first operating system type, block a download from being executed, and b) in response to determining a switch from the first operating system type to the second operating system type, remove, from the at least one memory, an object downloaded in the download.

Abstract: A digital currency system that may make use of a distributed network in validating coin ownership as part of processing of transactions of coins of the currency. Compute devices may include both wallet modules and teller modules, with the wallet modules used for user access to digital currency related functions and the teller modules used for processing transactions of the many users. The system may provide automatic denomination coin unit change. The digital currency may be transformed into a physical representation. The digital currency may be virtual currency or cryptocurrency.

Abstract: A function processing service may receive a request to execute source code. The source code may include instructions to perform a function. The function processing service may determine whether at least one hardware acceleration condition has been satisfied for the function. If at least one hardware acceleration condition has been satisfied, the instructions in the source code may be translated into hardware-specific code corresponding to a hardware circuit. The hardware circuit may be configured based on the hardware-specific code, and the hardware circuit may perform the function. The function processing service may then provide the result obtained from the hardware circuit to the requesting entity.

Abstract: A method, computer program, and computer system is provided for dynamic Network-Based Media Processing (NBMP) image retrieval. A call for a function from among a function group is received. The function call corresponds to an NBMP request to a workflow manager. A determination is made as to whether an image associated with the received function call is static or dynamic. A pointer to the image is returned based on the image being determined to be dynamic.

Abstract: Solutions for data unification include: receiving a data record, the data record comprising a plurality of data fields; selecting, from among the plurality of data fields, a subset of the data fields, the subset of the data fields being fewer in number than the plurality of data fields, wherein selecting the subset of the data fields comprises: applying a first rule to select at least a first one of the data fields within the data record for inclusion in the subset of the data fields; using content of the subset of the data fields, generating a stable identifier (stableID) for the data record; and inserting the stableID into a primary key data field of the data record.

Abstract: Disclosed are methods for detecting a target polynucleotide comprising a genetic alteration relative to a reference polynucleotide in a sample comprising a mixture of the target polynucleotide and the reference polynucleotide. The methods may be utilized for detecting with high selectivity a target polynucleotide in a mixture of the reference polynucleotide and the target polynucleotide in which the target polynucleotide represents a low percentage of the mixture. The methods may be adapted for diagnosing, prognosing, and treating subjects having a disease or disorder associated with the genetic alteration.

Abstract: An orthopedic impactor tool may include a motor, a linear motion converter operatively coupled to the motor, a thrown mass operatively coupled to the linear motion converter, and an anvil including a at least one impact surface. During an operational cycle of the orthopedic impactor tool, the motor may generate rotational motion that drives the linear motion converter. The linear motion converter may, while being driven by the rotational motion, convert the rotational motion into linear motion and communicate the linear motion to the thrown mass. The linear motion, communicated to the thrown mass, causes the thrown mass to accelerate and impact the at least one impact surface imparting a linear impact force on the anvil. The motor and the linear motion converter may operate on independent axes.

Abstract: Tire cooling systems operatively disposed along a vehicle body adjacent a vehicle tire include a deflector panel displaceable between retracted and deployed positions. In the retracted position, a first nominal volume of air flows along the vehicle tire during operation. In the deployed position, a second nominal volume of air that is greater than the first nominal volume of air is directed along the vehicle tire. An actuator is selectively operable to displace the deflector panel between the retracted and deployed positions. A sensor registers data having a relation to a physical characteristic or health condition of the vehicle tire. A controller executes instructions to determine using the data whether or not the physical characteristic of the vehicle tire exceeds a predetermined threshold as well as control displacement of the deflector panel. Vehicles including tire cooling systems and method of operation are also included.

Abstract: Dynamic-link verification process between a mobile phone and a controlled resource. The process begins with engagement by a mobile phone with an initiator that is linked with a specific verification event that triggers a text message to auto-populate on the mobile phone. The mobile phone sends the auto-populated message to initiate the verification of the user for access to a resource controlled by a third party. Approval or denial of access to a controlled resource is sent to the mobile device and the third party.

Abstract: Systems and methods for displaying media files on a device are provided. The device provides a first mode that displays a subset of media files, determined by a user query, from a plurality of media files. Once activated, the first mode persists on the device prior to becoming inactive. A second mode of the device displays the plurality of media files. The second mode is active when the first mode is inactive. An instruction is received from a user. When the instruction specifies the first mode by inclusion of a user query, a corresponding subset of files is obtained from a remote system. The subset of files is sequentially displayed until the period of time has elapsed according to the first mode. When the instruction does not specify a query, the plurality of files is polled for from a remote device and sequentially displayed according to the second mode.

Abstract: Example embodiments of the present disclosure provide for an example method including obtaining data indicative of user input via a user interface associated with a construction workflow for generating customized content items. The example method includes determining one or more key terms associated with the user input. The example method includes determining one or more suggested content items based on the one or more key terms. The example method includes generating a predicted performance increase associated with each respective content item of the one or more suggested content items. The example method includes providing, to a first user device, data indicative of a structured input interface associated with the construction workflow configured with one or more input fields and the one or more suggested content items, wherein the structured input interface is configured for rendering via a graphical user interface.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for learning a data augmentation policy for training a machine learning model. In one aspect, a method includes: receiving training data for training a machine learning model to perform a particular machine learning task; determining multiple data augmentation policies, comprising, at each of multiple time steps: generating a current data augmentation policy based on quality measures of data augmentation policies generated at previous time steps; training a machine learning model on the training data using the current data augmentation policy; and determining a quality measure of the current data augmentation policy using the machine learning model after it has been trained using the current data augmentation policy; and selecting a final data augmentation policy based on the quality measures of the determined data augmentation policies.

Abstract: The method includes first defining at least one channel within a first housing of a heater assembly, the at least one channel extending from a first end to a second end of the first housing, second defining a cavity in the first end of the first housing, third defining a first reservoir in the second end of the first housing, the at least one channel being in fluid communication with the first reservoir, and fourth defining an opening within a first wall within the first housing, the opening causing the first reservoir and the cavity to be in communication with each other.

Abstract: Methods, apparatus, systems, and articles of manufacture to identify inconsistencies in audience measurement data are disclosed. Example apparatus disclosed herein are to compare ones of a first set of cumulative audience metrics with one or more limits based on a second set of event-level audience metrics to detect an inconsistency in at least one of the first set of cumulative audience metrics or the second set of event-level audience metrics. Disclosed example apparatus are further to generate a report of the inconsistency in the at least one of the first set of event-level audience metrics or the second set of cumulative audience metrics.

Abstract: The present invention is related to the field of devices for introducing and extracting media from the body, more specifically to the devices for introducing media into the body by means of intravascular access, and in particular, provides a puncture device for accessing the vascular system comprised of: a needle having a tubular body, with said tubular body having a distal end and a proximal end, a cutting edge in the distal end of said tubular body, and an expansion of the external diameter having a bulb shape next, in distal-proximal direction, to said cutting edge. In this way, a puncture device is provided for accessing the vascular system that solves the problem of allowing the echograph monitoring of the needle, but whose fabrication implies a reduction in the technical difficulty for its obtention, while it avoids the accidental perforation of the distal wall of the vessel of interest.

Abstract: A vehicle and liner assembly including for a recreational vehicle. In another embodiment of the invention, a trailer and liner combination, is provided that includes a vehicle having a housing with a front end, a rear end, a top, a bottom, a pair of sidewalls, and a door providing access to a cargo area defined by the housing. A frame assembly is provided wherein, the housing is mounted on and supported by the frame assembly. The cargo area has a floor and walls, and a liner is attached to at least one of the floor or the walls. The liner has a first face including projections extending therefrom that are also attached to a second face. In one embodiment, the liner includes an integral hatch for ease of accessing the underside of the vehicle.

Abstract: Improved thermal detachment driven by leverage from: improved electrical locus targeting allows electron density to define Optimal Regions balancing the resistance and heat whereby, detachment systems are shifted and realigned coaxially and placed closer to the ends of subject coils while being hermetically sealed, manufacturing steps are taught, to show how system is made.