Abstract: This disclosure provides systems, methods and apparatuses for classifying traffic flow using a plurality of learning machines arranged in multiple hierarchical levels. A first learning machine may classify a first portion of the input stream as malicious based on a match with first classification rules, and a second learning machine may classify at least part of the first portion of the input stream as malicious based on a match with second classification rules. The at least part of the first portion of the input stream may be classified as malicious based on the matches in the first and second learning machines.

Abstract: Methods and systems for collecting and analyzing data for managing and maintaining buildings are provided. An example method commences with collecting a plurality of data points from a plurality of equipment pieces associated with at least one building. The plurality of data points are associated with an operation of the plurality of equipment pieces. The method continues with analyzing the plurality of data points based on predetermined criteria. The analysis includes determining whether one or more rules of a plurality of rules are met by the plurality of equipment pieces. The method further includes determining, based on the analysis, that one or more equipment pieces of the plurality of equipment pieces do not meet the one or more rules. The method then continues with generating an alert associated with the one or more equipment pieces based on the determination that the one or more rules are not met.

Abstract: A method of video decoding performed in a video decoder includes receiving a coded video bitstream including a current block that is divided into a plurality of sub-blocks. Sub-block based affine motion compensation is performed on the current block to generate a sub-block prediction for each pixel in each sub-block of the current block. One or more spatial gradients are determined for each sub-block prediction. For each sub-block prediction, prediction refinement with optical flow process is performed using the respective determined one or more spatial gradients and at least one constraint included in the coded video bitstream. For each sub-block prediction, an output of the respective prediction refinement is added to the respective sub-block prediction to generate a final prediction for each pixel in each sub-block of the current block.

Abstract: Systems, methods and devices for rotary and fixed wing convertible aircraft with monocopters. A monocopter flying device may include a main body and a wing pivotally coupled to the main body. A wing actuator operably coupled to the wing may be configured to pivot the wing about its longitudinal axis. The flying device may include a propulsion unit pivotally coupled to the main body that includes a motor and a propeller having a hub and radially extending blades. A propulsion unit actuator may be configured to pivot the propulsion unit about an axis non-parallel to the axis of rotation of the propellor. The flying device may include a control system including one or more processors configured to control operation of the devices. The flying devices may connect together to form a flying system having multiple flight modes with varying orientations. The flying system may disaggregate the flying devices in flight.

Abstract: An accessory mounting system to mount accessories onto recreational vehicles. The accessory mounting system can include an accessory mounting frame with an elongated seat, left and right attachment wings extending perpendicularly away from a first side of the seat and an accessory post extending in parallel between the left and right attachment wings to receive an accessory rack thereon. The accessory mounting system can also include an accessory rack with a sleeve to receive the accessory post therethrough and a flexible accessory clip to clip onto the accessory post when the accessory post is inserted through the sleeve, the accessory rack can also include at least two fastening devices to fasten an accessory bag thereto.

Abstract: A method for mixing, milling, and coating a plurality of constituents comprises placing the constituents in a container that includes a cylindrical inner surface; applying a first vibration to the container such that a motion of the vibration is parallel to a longitudinal axis of the container; and applying a second vibration to the container such that the motion of the vibration is not parallel to the longitudinal axis of the container.

Abstract: Described embodiments provide systems and methods for adapting/negotiating media information. A first device may determine a channel quality of a wireless channel in an unlicensed spectrum between the first device and a first tethered device. The first device may determine a first bit rate supportable on the wireless channel according to the channel quality. The first device may send, to the second device, an offer message with an offered bit rate comprising a lower of the first bit rate or a second bit rate supportable by a connection between the first device and the second device at least partially across a licensed spectrum. The first device may receive, from the second device, a reply message with a reply bit rate that is less than or equal to the offered bit rate, to apply to wireless communication across at least the first tethered device, the first device and the second device.

Abstract: Provided herein are anti-PAPP-A antibodies. Also provided are methods of using such antibodies to treat PAPP-A associated disorders such as kidney disease.

Abstract: Systems and methods that enable automated spray deposition of biological specimens carried on microscope slides are described herein. Aspects of the technology are directed, for example, to automated specimen deposition systems and methods of generating high-quality, reproducible specimen-bearing microscope slides in automated processing systems.

Abstract: A dilator device including an elongated flexible material sleeve having a hollow interior extending along a distal portion and a proximal portion thereof. An expandable or inflatable bladder is connected to the distal portion and disposable radially outward from an exterior of the sleeve when in an expanded and/or inflated orientation. The elongated sleeve including a tip having a predetermined configuration that facilitates positioning the elongated sleeve within an intended body part. A fluid input is structured for removable connection to a fluid source and is disposed on the sleeve, in fluid communication with the bladder. An access opening is formed on the proximal portion and is cooperatively dimensioned with the hollow interior to removably receive any one of a plurality of different types of positioning instruments within the sleeve.

Abstract: A kiosk-based system provides enhanced processes for replicating or copying keys including automotive keys and including transponder keys requiring programming. A set of user interfaces guides users through master key identifying, key blank selecting, master key scanning and duplicate key cutting processes as well as programming programmable keys. The invention provides a Quick Reference redundancy to add an additional layer of accuracy to avoid errors in selecting key blanks and in cutting selected key blanks. The system creates a copy or duplicate of a master key based on a captured image of the master key and stored key data.

Abstract: Disclosed herein is a social media platform profile identification and social discovery feature. Disclosed social media networks enable introduction of users that may not otherwise know one another based on commonality between those users. Social media profiles are identified by digital objects instead of or in addition to more traditional indexing methods such as real names or screen names. Social discovery on a social network is performed via matching to similar behavior profiles in activity monitored by a block explorer. Machine learning models categorize behavior patterns observed by the block explorer into a machine recognized glossary. Social networks further recommend actions by users based on the monitored online behaviors of social connections.

Abstract: To provide a light emitting device that is used for a display that is able to display an image having a wider color gamut. This light emitting device includes: a first light source configured to perform an operation of blinking first emission light including first blue light and first red light; and a second light source configured to perform an operation of blinking second emission light independently of the operation of blinking the first emission light by the first light source. The second emission light includes second red light and green light.

Abstract: Methods and systems for processing construction and demolition (C&D) materials to produce a product gas stream and/or electricity are disclosed herein. In some embodiments, the method comprises pre-processing C&D materials to produce a C&D feed, and processing the C&D feed to produce syngas. The C&D feed can comprise untreated wood, treated wood, paper and cardboard, yard waste, plastic, rubber, and/or foam. Processing the C&D feed can comprise gasifying the C&D feed, steam, and oxygen in a gasifier at a temperature of no more than 950° C. and/or a pressure of no more than 200 psi to produce syngas.

Abstract: A gas sensing system measures a concentration of a gas sample having an absorption peak at a first wavelength. An emitter emits light having a spectrum that includes at least the first wavelength. A sensor detects at least some of the light emitted by the emitter. A porous scattering material is substantially transparent at the first wavelength and scatters at least some of the light. A surface of the porous scattering material opposing the emitter and the sensor has a depression. The emitter and the sensor are laterally and vertically separated by a separator filling the depression. The separator specularly or diffusively reflects the light emitted by the emitter.

Abstract: A security container device includes a body with a first end and a second end opposite the first end. The body is hollow and includes a cavity extending through the body from the first end to the second end. The security container device further includes openings at the first and second end that are connected with the cavity. A plate is coupled to the body at the first end and extends across at least a portion of the first opening. A rod is coupled to the body and positioned inside the cavity and internal to the body. The security container device is structured to be coupled to an exterior support and the cavity and the rod are structured to receive a lock box with the body of the container extending around a majority of the lock box to protect the body of the lock box and the shackle of the lock box from tampering.

Abstract: A helmet for protecting a head of a wearer, such as a hockey, lacrosse, football or other sports player. The helmet includes an outer shell and an inner padding disposed between the outer shell and the wearer's head when the helmet is worn. The inner padding includes a plurality of shock absorbers and an interconnector interconnecting the shock absorbers, each shock absorber being deformable in response to a rotational impact on the helmet such that an outer part of the shock absorber moves relative to an inner part of the shock absorber in a direction tangential to an angular movement of the outer shell due to the rotational impact.

Abstract: A high-voltage module, such as a traction battery, a traction inverter, or a DC/DC converter of a traction powertrain of an electrified vehicle (EV), includes an enclosure, an electronics assembly for performing electrical power operations, and a fuse box for providing a power distribution and fuse protection arrangement to the electronics assembly. The enclosure includes a main enclosure portion and a secondary enclosure portion integrated together. The electronics assembly is housed within the main enclosure portion and the fuse box is housed within the secondary enclosure portion.

Abstract: In various embodiments, an entity may provide a WebView where a transaction between an entity and a data subject may be performed. As described herein, the transaction may involve the collection or processing of personal data associated with the data subject by the entity as part of a processing activity undertaken by the entity that the data subject is consenting to as part of the transaction. Additionally, the entity may provide a native application where the transactions between the entity and a data subject may be performed. In some embodiments, the system may be configured to share consent data between the WebView and the native application so data subjects experience a seamless transition while using either the WebView or the native application, and the data subjects are not required to go through a consent workflow for each of the WebView and the native application.