Abstract: A method for predicting a next user selection in an electronic user interface includes receiving, from a user, a sequence of selections of documents and generating, for each document in the sequence, a respective attribute vector. The attribute vector includes a numerical attribute vector portion representative of numerical attributes of the document, a category attribute vector portion representative of category information of the document, a text content vector portion representative of text content of the document, and an image content vector portion representative of an image in the document. The method further includes inputting the attribute vectors of the sequence into a machine learning model, and outputting, to the user, in response to the sequence of selections, a predicted next document selection according to an output of the machine learning model.

Abstract: A data augmentation framework enhances the prediction accuracy of tensor completion methods. An array having a set of cells associated with a set of entities is received. Influence metrics of cells from the array are determined based on an influence of the cells on minimizing loss while training a machine learning model. An entity-importance metric is generated for each entity of the set of entities based on the influence metrics. A cell from the array for which to augment the array with a predicted value is identified. The cell is identified based on a sampling of the set of entities that is weighted by the entity-importance metric for each entity of the set of entities.

Abstract: An electronic device is disclosed. An electronic device according to various embodiments comprises: a processor; and a memory electrically connected to the processor, wherein the processor may be configured to: obtain a plurality of first parameters associated with attributes of at least one malicious code and a plurality of second parameters associated with a system in which the at least one malicious code is executed; obtain a similarity on the basis of a first comparison result according to a first comparison method between the plurality of first parameters and a second comparison result according to a second comparison method between the plurality of second parameters; and classify the at least one malicious code into at least one cluster on the basis of the similarity between the at least one malicious code. Other various embodiments may be provided.

Abstract: An electronic device is disclosed. An electronic device according to various embodiments comprises: a processor; and a memory electrically connected to the processor, wherein the processor may be configured to: obtain a plurality of first parameters associated with attributes of at least one malicious code and a plurality of second parameters associated with a system in which the at least one malicious code is executed; obtain a similarity on the basis of a first comparison result according to a first comparison method between the plurality of first parameters and a second comparison result according to a second comparison method between the plurality of second parameters; and classify the at least one malicious code into at least one cluster on the basis of the similarity between the at least one malicious code. Other various embodiments may be provided.

Abstract: A liquid crystal display includes a display substrate which includes a plurality of pixel areas and is curved in a first direction, an opposite substrate which faces the display substrate, is coupled to the display substrate, and is curved along the display substrate, and a liquid crystal layer disposed between the display substrate and the opposite substrate, where a plurality of domains are defined in each of the plurality of pixel areas, directions in which liquid crystal molecules of the liquid crystal layer are aligned are different from each other in at least two domains among the plurality of domains, and the plurality of domains is arranged in a second direction crossing the first direction.

Abstract: A liquid crystal display includes a display substrate which includes a plurality of pixel areas and is curved in a first direction, an opposite substrate which faces the display substrate, is coupled to the display substrate, and is curved along the display substrate, and a liquid crystal layer disposed between the display substrate and the opposite substrate, where a plurality of domains are defined in each of the plurality of pixel areas, directions in which liquid crystal molecules of the liquid crystal layer are aligned are different from each other in at least two domains among the plurality of domains, and the plurality of domains is arranged in a second direction crossing the first direction.

Abstract: A curved display device including a plurality of pixels that may be bent in a first direction crossing a second direction. The curved display device may include first and second substrates facing each other, and a liquid crystal layer interposed between the first and second substrates.

Abstract: A display device includes: a first substrate and a second substrate opposing each other; a common voltage applying line on the first substrate; a common electrode on the second substrate; and a short circuit unit between the common voltage applying line and the common electrode. The short circuit unit includes: a protruding portion on the common voltage applying line; and a short circuit electrode on the protruding portion, the protruding portion includes at least one dummy color filter defining a groove, and the short circuit electrode is electrically connected to the common voltage applying line and the common electrode.

Abstract: An apparatus and method for measuring a pretilt angle of a liquid crystal (LC) are disclosed. The method includes irradiating polarized light on an LC cell including a first substrate, a second substrate facing the first substrate, and an LC layer between the first substrate and the second substrate. At least one of the first substrate and the second substrate includes a minute branch electrode. Irradiated light is scanned within a predetermined angle range in a direction not parallel to the minute branch electrode, an intensity of light that is transmitted through the LC cell is detected, and a pretilt angle of the LC is obtained by using a light intensity detection signal corresponding to the transmitted light.

Abstract: An apparatus and method for measuring a pretilt angle of a liquid crystal (LC) are disclosed. The method includes irradiating polarized light on an LC cell including a first substrate, a second substrate facing the first substrate, and an LC layer between the first substrate and the second substrate. At least one of the first substrate and the second substrate includes a minute branch electrode. Irradiated light is scanned within a predetermined angle range in a direction not parallel to the minute branch electrode, an intensity of light that is transmitted through the LC cell is detected, and a pretilt angle of the LC is obtained by using a light intensity detection signal corresponding to the transmitted light.

Abstract: A manufacturing method of a liquid crystal display panel includes applying a first electric field to a first area of a liquid crystal layer and irradiating a light to the first area to form first and second cured layers, which pre-tilt the first liquid crystal molecules at a first angle, applying a second electric field having an intensity different from the first electric field to the second area and irradiating the light to the second area to form third and fourth cured layers, which pre-tilt the second liquid crystal molecules at a second angle different from the first angle.

Abstract: A curved display device including a plurality of pixels that may be bent in a first direction crossing a second direction. The curved display device may include first and second substrates facing each other, and a liquid crystal layer interposed between the first and second substrates.

Abstract: A curved display apparatus curved in a first direction includes a first substrate which includes a first base substrate and a plurality of pixel electrodes disposed on the first base substrate, a second substrate which includes a second base substrate, a protrusion pattern disposed between two adjacent pixel electrodes among the plurality of pixel electrodes in a plan view and protruded from the second base substrate, and a common electrode disposed on the second base substrate which is configured to generate an electric field in cooperation with the plurality of pixel electrodes, and a liquid crystal layer interposed between the first substrate and the second substrate.

Abstract: A liquid crystal display includes a display substrate which includes a plurality of pixel areas and is curved in a first direction, an opposite substrate which faces the display substrate, is coupled to the display substrate, and is curved along the display substrate, and a liquid crystal layer disposed between the display substrate and the opposite substrate, where a plurality of domains are defined in each of the plurality of pixel areas, directions in which liquid crystal molecules of the liquid crystal layer are aligned are different from each other in at least two domains among the plurality of domains, and the plurality of domains is arranged in a second direction crossing the first direction.

Abstract: A polarizing assembly includes a polarizing substrate which transmits a specific linearly-polarized light of a light incident thereto and a patterned retarder. The patterned retarder includes first retarder patterns which convert the light for a left-eye image transmitted by the polarizing substrate into a first polarized light and second retarder patterns which convert the light for a right-eye image transmitted by the polarizing substrate into a second polarized light. The first retarder patterns have a light axis substantially perpendicular to a light axis of the second retarder patterns. The polarizing substrate includes a polarizing plate which transmits the specific linearly-polarized light of the light incident thereto and a glass fiber reinforced plastic substrate which is attached to the polarizing plate.