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: A tissue marking device enables the deployment of a hook to mark a location within a breast. The deployment is performed by inserting a needle in tissue until it arrives at a target location and pressing on the end of a rod that embeds the hook in the tissue. A thread is attached to the hook and is left exposed to facilitate locating the hook.

Abstract: Systems, methods, and apparatus for closing a planting trench include a disc assembly for loosening soil adjacent to the planting trench. In some embodiments a closing wheel assembly has a subframe, a vertical pivot mounting the closing wheel subframe to a row unit subframe, and a air of pivot arms. The closing wheel subframe pivots relative to the subframe of the row unit.

Abstract: The present disclosure relates to inhibited waxy starches and methods for using them. One aspect of the disclosure is an inhibited waxy starch based on maize, wheat, or tapioca having an amylopectin content in the range of 90-100%; and a sedimentation volume in the range of 10-50 mL/g; in which the amylopectin fraction of the inhibited waxy starch based on maize, wheat, or tapioca has no more than 48.5% medium-length branches having a chain length from 13-24 (measured by a valley-to-valley method as described herein), and the starch is not pregelatinized. Methods of using the starch materials in food products are also described.

Abstract: A system is provided with a fuel sweep system configured to couple to a flow sleeve of a combustor along a first fuel conduit. The flow sleeve is configured to be disposed about a liner of the combustor, and the first fuel conduit is configured to extend along the flow sleeve in a compressor discharge chamber disposed about the flow sleeve. The fuel sweep system includes a first fuel sweep louver adjacent a first fuel sweep opening defined through the flow sleeve.

Abstract: Sound signals that are not audible are generated by one or more speakers disposed in the vehicle. Reflected sound signals from a driver or a passenger of the vehicle that are not audible are received by one or more microphones disposed in the vehicle. A behavior-induced acoustic pattern is detected based on the reflected ultrasound signals. The behavior-induced acoustic pattern is analyzed to recognize a behavior of the driver or the passenger of the vehicle. A response or an alert is generated according to the recognized behavior of the driver or the passenger in the vehicle.

Abstract: A tubular collar adapted to be worn around the neck of an individual. The tubular collar has a front sheet and a rear sheet, each with tapered ends. A fastener is provided on opposite ends of the front and rear sheets. The tubular collar is configurable in an open configuration and a closed configuration. In the closed configuration, the fasteners are attached to each other to affix the tapered ends together to form a loop sized to be placed around the neck of an individual. The tubular collar comprises an opening on the front sheet sized to receive ice or other cooling medium, or a heating medium, within an enclosed space of the tubular collar. By positioning the tubular collar around the neck, the weight of the cooling or heating medium is distributed across the neck and shoulders thereby providing comfort during motion such as during strenuous activities.

Abstract: An electronic device, a communication device, and a method enhance thermal energy spreading via thermal spreader layer(s) of a flexible layer assembly extending through a hinge coupling first and second device housings of a configurable housing assembly. The thermal spreader layer is positioned on a surface of a flexible circuit of the flexible layer assembly. The thermal spreader layer has one end thermally coupled to a first structure within the first device housing and another end thermally coupled to a second structure within the second device housing to transfer thermal energy between the first and the second structures. The flexible layer assembly deforms within one or both of a first and second chamber respectively of the first and second device housings when the first and second device housings pivot about the hinge from a closed position to an axially displaced open position.

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: A fingerprint image capture system comprises an electro-optical material which captures a static fingerprint image and an apparatus for converting the static fingerprint image into an electronic signal. The image capture system includes an electrode for contacting a finger, and a bias supply for creating an electric field where epidermal ridges contact the electro-optical material. A transistor array senses charge or optical density variations in the electro-optical material to create an electronic representation of the fingerprint image. An initialization electrode places the electro-optical material into a uniform condition prior to acquisition of the fingerprint image. A physical artifact of the fingerprint image can be archived by removing the electro-optical material from the system following the fingerprint image acquisition.

Abstract: Method and systems for detecting and mitigating a malicious bot. Threat information is obtained, the threat information identifying one or more indicators of compromise (IOC) corresponding to suspected or known malicious network traffic. A control list (CL) corresponding to the threat information is generated, the CL describing rules for identifying network flows to be logged in a network log. The network log identifying the network flows is obtained and a suspect network flow identified by both the threat information and the network log is identified. An address corresponding to the suspect network flow is identified and the address is correlated with a user identifier. A notification is issued to a user associated with the user identifier, the notification indicating a suspected existence of a malicious bot.

Abstract: Data (e.g., images, video, data fields, character strings, logos, etc.) may be analyzed to identify common elements and differentiating elements, and the elements may be respectively transmitted using different streams. For example, if two devices are receiving two video images that are nearly the same, a first data stream comprising the one or more identified common elements may be sent to them both, a second data stream comprising a portion of the one or more identified differentiating elements may be transmitted to the first device, and a third data stream comprising a different portion of the one or more identified differentiating elements may be transmitted to the second device.

Abstract: A pill container includes a base with a cavity and a lid movable between a closed position and an open position. The base has an integral spring tab such that when the lid is unlocked from the base, the spring tab pushes against an interior part of the lid to move the lid from the closed position to the open position.

Abstract: An automated object sorting system is provided. In various embodiments, the automated object sorting system includes an automated object extraction assembly and an automated object collection assembly. The automated object extraction assembly extracts one or more objects from an object sorting tray based on one or more attributes and/or traits of interest. The automated collection assembly selectively deposits the extracted objects in selected collection receptacles according to the particular attributes and/or traits of each respective object.

Abstract: Dual-mode RFID devices are provided with an integrated dual-mode RFID strap including either a UHF/HF dual-mode RFID chip or the combination of a UHF RFID chip and an HF RFID chip. An HF antenna and a UHF antenna are both coupled to the integrated dual-mode RFID strap, with the UHF antenna being formed by an approach other than etching, such as a cutting or printing operation, thereby reducing the cost to manufacture the device. If a pair of chips is employed, one of the chips may have a greater thickness than the other chip, which allows for the thicker chip to be incorporated into the device after the thinner chip without requiring a minimum separation between the two chips due to the size of a thermode used to secure the chips. Additionally, the first chip may be tested before securing the second chip, thereby limiting the cost of a rejected device.

Abstract: On-demand activation of a security policy may be provided. Upon receiving a selection of a link, a profile identified by a security policy associated with the link may be activated and the link may be opened according to the security policy. In some embodiments, opening the link according to the security policy may comprise redirecting the opening of the link from a first application to a second application.

Abstract: This application relates to apparatus and methods for identifying fraudulent payment transfers. In some examples, a computing device determines payment transfer initiation features, and payment transfer reception features, based on previous payment transfer data. The computing device may train a machine learning fraud detection model with the payment transfer initiation features, and may train a machine learning fraud detection model with the payment transfer reception features. Once trained, the computing device may employ the machine learning fraud detection models to identify fraudulent payment transfers. For example, the computing device may determine whether a payment transfer is fraudulent when the payment transfer is initiated. Assuming the payment transfer is allowed, the computing device may determine whether the payment transfer is fraudulent when the payment is being received.

Abstract: A fluid distribution system is incorporated into a server chassis. Connector plates have fluid connectors designed to connect with fluid cooling receptacles on server boards. A linkage system can be manually manipulated to translate the connector plates so as to engage the electronics boards and connect the fluid connectors to the receptacle. A pair of main connectors connect to the rack's fluid manifold to circulate cooling fluid to cool devices mounted onto the server boards. A locking mechanism can be included to mechanically lock the chassis to the rack to prevent accidental dismount of the chassis from the rack. Also, an anchor mechanism may be provided to apply counter force when engaging the connector plates with the server boards so as to prevent accidental dismount of the server board by the moving connector plate.

Abstract: A barrel nut assembly for use on a variety of firearms is provided. The assembly is made up of a barrel nut, generally cylindrical in shape with a threaded central bore, and an externally threaded locknut which is used in conjunction with the barrel nut to secure a barrel to a firearm upper receiver. The barrel nut has an integral bushing on its exterior constructed to support either the gas tube or piston of the host firearm's operating system. The barrel nut is configured so that it may be independently and non-rotationally held within a vice or other fixture during installation of the barrel and while the locknut is tightened to a preset torque to hold the barrel in place. The barrel nut assembly affords the user a method and apparatus that aligns a central bore in the bushing with the opening in the upper receiver that receives an operating system component of the firearm while the barrel nut is independent of the torque applied to the locknut to properly secure the barrel to the upper receiver.

Abstract: Disclosed herein are devices, systems, and methods for accurately determining fluid level using Ultra Wideband (UWB) positioning or localization. UWB utilizes a radio-frequency (RF) technology to enable the accurate measurement of the time-of-flight of a radio signal and UWB positioning can operate in Time-Difference-of-Arrival (TDoA) mode, Two-Way-Ranging (TWR) mode, and Phase-Difference-of-Arrival (PDoA) mode. The systems disclosed herein include multiple anchor devices having a UWB antenna(s) and positioned in fixed location(s) over the fluid to be measured. The anchor devices serve as reference points for UWB communication with a remote float device, which emits RF signals and floats on the surface of the fluid to be measured.