Abstract: A timely software defect prediction method provided herein includes a data collection step of collecting data, a data labeling step of labeling data with a possibility of generating a defect by using an identification algorithm for the collected data, an embedding step of receiving the labeled data and embedding the labeled data, a learning step of learning context and meaning of the data embedded in the embedding step based on deep learning, and an evaluation step of evaluating a learning result based on the context and meaning of the data learned in the learning step.

Abstract: The present invention relates to an activator, a method of forming a thin film using the activator, a semiconductor substrate fabricated using the method, and a semiconductor device including the semiconductor substrate. According to the present invention, by providing a compound having a predetermined structure as an activator, the reaction rate may be improved by effectively replacing the ligands of an adsorbed precursor, and the thin film growth rate may be appropriately reduced. Thus, even when forming a thin film on a substrate with a complex structure, step coverage and the thickness uniformity of a thin film may be greatly improved, and impurities may be reduced.

Abstract: A vehicle thermal management system, includes: a refrigerant subsystem including a refrigerant circulation path; a first coolant subsystem including a first coolant circulation path and a PE component fluidly connected to the first coolant circulation path; a second coolant subsystem including a second coolant circulation path and a radiator and a pump fluidly connected to the second coolant circulation path; a heat exchanger including a refrigerant passage fluidly connected to the refrigerant circulation path, a first coolant passage fluidly connected to the first coolant circulation path, and a second coolant passage fluidly connected to the second coolant circulation path; and a controller configured for controlling the pump of the second coolant subsystem based on a temperature of a refrigerant flowing into the refrigerant passage of the heat exchanger and a temperature of a second coolant flowing into the second coolant passage of the heat exchanger.

Abstract: A method includes obtaining first intraoral data on the basis of imaging or scanning an oral cavity, obtaining a guide wearing simulation model for simulating a state in which a guide template model obtained on the basis of the first intraoral data is applied to the intraoral data, obtaining second intraoral data on the basis of imaging or scanning performed while a guide template corresponding to the guide template model is worn on the oral cavity, obtaining a fiducial marker wearing scan model indicating a state in which the guide template is worn on the oral cavity on the basis of the second intraoral data, and providing expected error information regarding a position of an implant model using a first fiducial marker model in which a fiducial marker is coupled to the guide wearing simulation model and a second fiducial marker model corresponding to the fiducial marker wearing scan model.

Abstract: Disclosed is a detachable pan handle device with an improved structure, including a handle body, having a handle clamp seat formed thereon and a handle inner matching groove formed therein; a press transmission member pivotally connected with the handle body; a locking member provided in the handle body and locked therewith, and rotatably connected to the press transmission member; a hand-press handle integrally arranged at a lower portion of the handle body and cooperatively connected to a handle inner matching groove, where a hand-press handle snap-fit board is provided in the hand-press handle inner cavity, and the locking member is cooperatively locked with the hand-press handle snap-fit board; a rake passing through and pivotally connected with the handle clamp seat and provided with a rake positioning portion fixed on the hand-press handle, where one end of the rake positioning portion is folded downwards to form a rake claw portion.

Abstract: The present disclosure relates to a compound for a quantum dot light emitting device, a quantum dot light emitting device using the same, and an electronic device including the quantum dot light emitting device. The quantum dot light emitting device of the present disclosure, by including an auxiliary light emitting layer material having appropriate HOMO and LUMO energy levels between a hole transport layer and a quantum dot light emitting layer, can efficiently control the movement of holes from the hole transport layer and act as a barrier to electron injection, and as a result, the hole and charge balance in the quantum dot light emitting layer is improved, thereby improving the overall device performance of the quantum dot light emitting device.

Abstract: An apparatus for managing delegation consensus of a blockchain network, obtains state information including trust of each delegated node in the current epoch of the blockchain network, determines an action including a delegation rate by performing a neural network operation on the state information, creates, according to the determined action, a local trust opinion (hereinafter, LTO) matrix representing a mutual subjective evaluation of each delegated node, and selects, based on the trust calculated using the LTO matrix, K delegated nodes according to the determined delegation rate among N nodes.

Abstract: A thermal management system for a vehicle includes a first refrigeration cycle thermally connected to a passenger compartment and including a first refrigerant loop, a battery cooling sub-system thermally connected to a battery and including a battery coolant loop, and a second refrigeration cycle thermally connected to the first refrigeration cycle and the battery cooling sub-system and including a second refrigerant loop. The second refrigeration cycle may include an upstream-side heat exchanger configured to selectively transfer heat between the first refrigerant loop and the second refrigerant loop, and a downstream-side heat exchanger configured to transfer heat between the battery coolant loop and the second refrigerant loop.

Abstract: The present invention relates to an expression cassette for a target protein, comprising a promoter, a polynucleotide coding for the target protein, an intron sequence, and a poly A sequence, an expression vector, and a transformant. The expression cassette for a target protein according to the present invention can simultaneously perform the expression of the intron sequence and the target protein through one transduction and exhibits the effect of inducing the high expression and high functionality of the target protein by regulating the expression of an endogenous gene.

Abstract: An ultrasonic NDT method and system, which can extract and analyze a defect signal even when a signal reflected from a defect interferes with a unique initial pulse of an ultrasonic transducer or a signal reflected from the surface of a test object, and an autoencoder-based prediction model training method used therefor. The method may include acquiring a measured signal by transmitting an ultrasonic wave to a test object and receiving an ultrasonic wave reflected from the test object; inputting the measured signal to an autoencoder-based prediction model and predicting a reference signal which is to be expected to be measured from a test object with no defect; calculating a residual signal as the absolute value of a difference between the measured signal and the reference signal; and analyzing information on a defect contained in the test object by analyzing the residual signal.

Abstract: A method performed by a computing device according to an embodiment of the present invention comprises the steps of: receiving specification information about an implant structure through a user input to a graphical user interface to which the specification information about the implant structure can be input; generating a 3D model of the implant structure by using the received specification information about the implant structure; and saving the generated 3D model of the implant structure in an implant library.

Abstract: Provided are a device and method for spatial reuse in a wireless network. According to the device and method for spatial reuse, concurrent transmission power is calculated that is a power for transmitting a signal concurrently with an occupant transmission node, which is occupying a channel and transmitting a signal with reference transmission power, on the basis of a density of nearby access points (APs), a clear channel assessment (CCA) threshold is adjusted and set in accordance with the concurrent transmission power, and whether to perform concurrent transmission is determined in accordance with the CCA threshold and an intensity of the signal transmitted by the occupant transmission node. Accordingly, it is possible to efficiently reuse space.

Abstract: The present invention relates to an expression cassette for a target protein, comprising a promoter, a polynucleotide coding for the target protein, an intron sequence, and a poly A sequence, an expression vector, and a transformant. The expression cassette for a target protein according to the present invention can simultaneously perform the expression of the intron sequence and the target protein through one transduction and exhibits the effect of inducing the high expression and high functionality of the target protein by regulating the expression of an endogenous gene.

Abstract: The present invention relates to a film quality improver, a method of forming a thin film using the film quality improver, and a semiconductor substrate fabricated using the method. According to the present invention, side reactions may be suppressed by using a film quality improver having a predetermined structure in a thin film deposition process, and process by-products in a thin film may be removed by appropriately controlling a thin film growth rate. As a result, even when the thin film is formed on a substrate having a complicated structure, step coverage and the thickness uniformity of the thin film may be greatly improved. In addition, corrosion or deterioration may be prevented, and the electrical properties of the thin film may be improved due to improvement in the crystallinity of the thin film.

Abstract: Provided are a quantum dot, a method of manufacturing the quantum dot, and an electronic device including the quantum dot. The quantum dot includes a core including a first semiconductor nanocrystal and a doping metal. The first semiconductor nanocrystal includes a group II element, a group III element, and a group V element. The quantum dot has a narrower full width at half maximum (FWHM) and superior quantum efficiency, and manufactured in a simple manner.

Abstract: The present disclosure provides a polarizing plate comprising: a polarizer; an optical laminate formed on one side of the polarizer and containing a polymer substrate and an antiglare layer; and a thermoplastic resin layer formed on the other side of the polarizer and containing a (meth)acrylate resin, and a liquid crystal panel and a display device including the polarizing plate.

Abstract: An apparatus for deriving a threat level of data according to an embodiment of the present disclosure includes a first scanning unit configured to confirm network information including host information and information about one or more services included in a server, a second scanning unit configured to confirm data disclosed on the server and generate a plurality of data sets by combining at least one of the confirmed data and pre-stored words, and a threat level analysis unit configured to analyze the threat level based on the network information and the plurality of data sets.

Abstract: The present disclosure relates to an anti-glare film including a light-transmitting substrate; and a hard coating layer containing a binder resin and particles dispersed in the binder resin, a polarizing plate, and a display apparatus including the same, wherein the particles include a first inorganic particle aggregate having an average particle diameter of 1 to 2 ?m; a second inorganic particle aggregate having an average particle diameter of 3 to 5 ?m; and organic particles in the form of primary particles having an average particle diameter of 1 to 10 ?m.

Abstract: The present invention relates to a hand motion control system and a control method thereof, and more specifically, to a hand motion control system for a myoelectric hand, and to a control method thereof. The system enables not only grasping motions for grasping an object, but also the expression of hand gestures expressing emotions or intent, based on a limited myoelectric signal transmitted via two myoelectric sensors provided on the myoelectric hand. Furthermore, the system enables a wide variety of hand postures and grasp types that are determined by the position of a thumb, which can be changed by a user, thus easily expanding the range of applications of the myoelectric hand.

Abstract: The present invention relates to a film-forming material, a film-forming composition, a film-forming method using the film-forming material and the film-forming composition, and a semiconductor device fabricated using the method. According to the present invention, by reducing a growth rate, even when forming a thin film on a substrate having a complex structure, a conformal thin film may be provided. In addition, by reducing impurities in the thin film and greatly improving the density of the thin film, leakage current generated due to oxidation of a lower electrode in the conventional high-temperature process may be greatly reduced. Therefore, the present invention has an effect of providing a film-forming material, a film-forming composition, a film-forming method using the film-forming material and the film-forming composition, and a semiconductor device fabricated using the film-forming method.