Abstract: Provided are systems for analyzing a relational database using embedding learning that may include at least one processor programmed or configured to generate one or more entity-relation matrices from a relational database and perform, for each entity-relation matrix of the one or more entity-relation matrices, an embedding learning process on an embedding associated with an entity. When performing the embedding learning process on the embedding associated with the entity, the at least one processor is programmed or configured to generate an updated embedding associated with the entity. Computer-implemented methods and computer program products are also provided.

Abstract: A cosmetic applicator for applying a product including a cosmetic, care or pharmaceutical product onto the keratinous substrate. The cosmetic applicator comprises an applying member and a shank. The applying member comprises a first application face and a second application face opposite to the first application face, a first peripheral edge, and a second peripheral edge opposite the first peripheral edge. The applying member has a plurality of bulged portions on the second application face and a corresponding plurality of depressed portions on the first application face. The plurality of bulged portions extend from the first peripheral edge towards a central longitudinal axis of the applying member but do not extend up to the second peripheral edge. Each of the plurality of bulged portions has an arched structure, and each of the plurality of depressed portion has a concave bowl structure.

Abstract: Provided is a system for analyzing a multivariate time series that includes at least one processor programmed or configured to receive a time series of historical data points, determine a historical time period, determine a contemporary time period, determine a first time series of data points associated with a historical transaction metric from the historical time period, determine a second time series of data points associated with a historical target transaction metric from the historical time period, determine a third time series of data points associated with a contemporary transaction metric from the contemporary time period, and generate a machine learning model, wherein the machine learning model is configured to provide an output that comprises a predicted time series of data points associated with a contemporary target transaction metric. Methods and computer program products are also provided.

Abstract: A detection device detects an output electromagnetic wave signal passing through a test object. The detection device includes an electromagnetic wave signal generating unit, an output element, a receiving element and a measuring unit. The electromagnetic wave signal generating unit is used for generating an initial electromagnetic wave signal. The output element is used for outputting the initial electromagnetic wave signal. The receiving element is used for receiving the output electromagnetic wave signal. The measuring unit is used for measuring the value of the output electromagnetic wave signal.

Abstract: An electronic device is provided. The electronic device includes a first substrate and a first pattern layer. The first substrate has a first surface and a second surface opposite to each other. The first pattern layer is disposed on the first surface and includes a first grid region and a second grid region. The first grid region includes multiple first grids. The second grid region includes multiple second grids. The first grid region is connected to the second grid region. One of the first grid and the second grid includes a metal grid. The other one of the first grid and the second grid includes a non-metal grid. The electronic device of the embodiment of the disclosure can improve appearance.

Abstract: An aqueous dispersion comprising a silicone-acrylic polymer with reduced coagulum, a process of preparing the aqueous dispersion, and an aqueous coating composition comprising the aqueous dispersion and providing coatings with improved corrosion resistance.

Abstract: A thermal interface material is provided. The thermal interface material comprises: (A) a polyolefin having at least two hydroxy groups per molecule; (B) at least one thermally conductive filler; (C) a phase change material with a melting point of 25 to 150° C.; and (D) a coupling agent. A content of component (B) is at least 80 mass %, a content of component (C) is 0.01 to 1 mass %, and a content of component (D) is 0.1 to 1 mass %, each based on a total mass of the thermal interface material. The thermal interface material becomes softer as its temperature increases. Meanwhile, the thermal interface material generally does not exhibit pumping-out in electronic devices during power cycling.

Abstract: A refillable container for a stick type cosmetic product comprising a cap, a refill cartridge and a base assembly. The base assembly comprises an outer shell and a button member. The refill cartridge is configured to be detachably received at least partially within a cavity of the outer shell of the base assembly such that the refill cartridge may be removed and replaced from said base assembly by pressing the button member provided in the base assembly.

Abstract: An electronic device and a manufacturing method thereof are provided. The electronic device includes a substrate, a first metal layer, a first insulating layer, a second metal layer, and a second insulating layer. The first metal layer is disposed on the substrate and configured to transmit a ground signal. The first insulating layer is disposed on the first metal layer and includes at least one first opening. The second metal layer is disposed on the first insulating layer and electrically connected to the first metal layer through the at least one first opening. The second insulating layer is disposed on the second metal layer and includes at least one second opening. In the top view direction, the at least one first opening is separated from the at least one second opening. The electronic device in the embodiments of the disclosure and the manufacturing method thereof may improve the process yield.

Abstract: An antenna device includes a first grid layer, a second grid layer, and a first insulation layer. The first grid layer has a first function region. The second grid layer has a second function region and a second dummy region electrically insulated from the second function region. The first insulation layer is disposed between the first grid layer and the second grid layer, and the first function region overlaps the second function region.

Abstract: A refillable container for a stick type cosmetic product comprising a cap, a refill cartridge and a base assembly. The base assembly comprises an outer shell, a button member, and a limiting member. The refill cartridge is configured to be detachably received at least partially within a cavity of the outer shell of the base assembly such that the refill cartridge may be removed and replaced from said base assembly by pressing the button member provided in the base assembly.

Abstract: A hail resistant roofing system and method includes a roofing substrate such as a shingle or tile or membrane having an array of exposed upwardly projecting features. The features may rise to sharp points and may have side surfaces that are angled relative to the plane of the roofing substrate. The features are spaced and arranged so that a large hail stone capable of damaging the roofing substrate will always impact one or more of the exposed features. This can break up the hail stone into smaller benign pieces or can redirect the energy and direction of the hail stone so that the impact is absorbed without damage to the roofing substrate.

Abstract: An electronic device includes a glass substrate, a first metal layer, a second metal layer, and a third metal layer. The glass substrate includes a first surface, a second surface corresponding to the first surface, and at least two first through holes. The first through hole includes a third surface, and the third surface is connected to the first surface and the second surface. A first conductive layer is disposed on the first surface. A second conductive layer is disposed on the second surface. A third conductive layer is disposed on the third surface and is electrically connected to the first conductive layer and the second conductive layer. The first through hole has a major axis and a minor axis in a top view direction. A method of manufacturing the electronic device is also included.

Abstract: A resource sharing method and apparatus. A first network device determines a first control channel resource of a first cell from a first spectrum resource, where the first cell belongs to the first network device. The first network device sends a first message to a second network device, where the first message indicates a second network device to allocate a second control channel resource to a second cell from the first spectrum resource. The second cell belongs to the second network device. The first control channel resource and the second control channel resource belong to different parts of the first spectrum resource, and the first spectrum resource is a spectrum resource shared by the first cell and the second cell.

Abstract: An applicator head for applying a product including a cosmetic, care, or pharmaceutical product onto the keratinous substrate. The applicator head includes an applying member elongated along a longitudinal axis. The applying member includes at least one sidewall and a distal end face that is inclined. The at least one sidewall has an extended portion that extends beyond the distal end face of the applying member. The extended portion peripherally encloses the distal end face to define a cavity at the distal end portion of the applying member. The cavity opens upwardly at a distal end of the applying member and has a closed bottom end that is defined by the distal end face of the applying member. The cavity is suitable for holding a cosmetic product. The extended portion is in form of multiple petals that surround the distal end face.

Abstract: A manufacturing method of an electronic device is provided. The manufacturing method of the electronic device includes: providing a substrate; providing an adjustable element, including a liquid crystal layer; and bonding the adjustable element onto the substrate.

Abstract: Provided is a method for normalizing embeddings for cross-embedding alignment. The method may include applying mean centering to the at least one embedding set, applying spectral normalization to the at least one embedding set, and/or applying length normalization to the at least one embedding set. Spectral normalization may include decomposing the at least one embedding set, determining an average singular value of the at least one embedding set, determining a respective substitute singular value for each respective singular value of a diagonal matrix, and/or replacing the at least one embedding set with a product of the at least one embedding set, a right singular vector, and an inverse of the substitute diagonal matrix. The mean centering, spectral normalization, and/or length normalization may be iteratively repeated for a configurable number of iterations. A system and computer program product are also disclosed.

Abstract: A modulation device includes a substrate, a metal layer, at least one driving element, and a modulation unit. The metal layer is disposed on the substrate and has at least one hole. The at least one driving element is disposed on the substrate and overlapped with the at least one hole. The modulation unit is electrically connected to the at least one driving element.

Abstract: A highly thermally conductive composition is provided, such composition comprising: (A) An organopolysiloxane composition; (B) a filler treating agent; (C) a thermal stabilizer; and (D) thermally conductive filler mixture, comprising: (D-1) a small-particulate thermally conductive filler having a mean size of up to 3 ?m, (D-2) spherical aluminum nitride having a mean size of from 50 to 150 ?m, (D-3) boron nitride having a mean size of from 20 to 200 ?m.

Abstract: A dropper package for dispensing and applying a fluid product, comprising a container body for storing the fluid product and a dropper assembly coupled to one end of the container body. The dropper assembly comprises a deformable bulb, a tube with its proximal end connected to the deformable bulb, and an applicator tip connected to a distal end of the tube. The applicator tip comprises two main application faces that are opposite to each other and a central through cavity that opens to the outside from both the main application faces. The applicator tip includes a dispensing channel that is in fluid communication with a channel of the tube and terminates in a dispensing orifice that opens into the central through cavity. The dropper package is adapted to apply and dispense the fluid product in a very controlled manner as well as massage the user's keratinous surface.