Abstract: A computer-implemented method for adaptively discretizing a position of a textual object in a document includes receiving, by a computer system, an image of the document and determining, by the computer system, an absolute position of the textual object in the image of the document. The method further includes normalizing, by the computer system, the absolute position to determine a relative position of the textual object. The method also includes calculating, by the computer system, a bin size such that at least one axis of the image is divided into a plurality of separate bins, wherein a distance between each bin along the at least one axis and its adjacent bin equals the bin size. The method includes discretizing, by the computer system, the relative position based on the bin size to determine a discretized position of the textual object; and providing, by the computer system, the discretized position and a textual content of the textual object as an input to a machine learning model.

Abstract: A system for virtual cardiac ischemia imaging comprises a positioning device, a probe sensor device, a lead electrode sensor device, an analysis device, and a display device. Through the system for virtual cardiac ischemia imaging, lead electrodes is precisely attached on body surface of torso of a subject in need thereof, ischemic condition of heart of the subject is precisely simulated and does not require utilization of nuclear medicine examination to estimate shape of the heart of the subject. A method for virtual cardiac ischemia imaging is realized through the components of the system for virtual cardiac ischemia imaging.

Abstract: Certain aspects of the disclosure provide a method, comprising discovering a sensor device, over a connection, by a discovery node of a distributed system; deploying a custom broker, by the discovery node, to connect to the sensor device, wherein the deploying of the custom broker is based on a common protocol of the custom broker and the sensor device; connecting the discovery node to the sensor device via the custom broker; reading, by the custom broker, data from the sensor device; onboarding the sensor device onto the distributed system, wherein the onboarding comprises mapping a unique sensor device identifier from the data to metadata associated with one or more applications on the distributed system; and adding sensor device data to a sensor device inventory on the distributed system, to represent the sensor device as a resource abstraction, wherein the resource abstraction can be instantiated as a service.

Abstract: A formulation of conjugates of tubulysin analogs with a cell-binding molecule having a structure represented by Formula (I), wherein T, L, m, n, , R1, R2, R3, R4, R5, R6, R7, R8, R9, R10, R11, R12, and R13 are as defined herein, can be used for targeted treatment of cancer, autoimmune disease, and infectious disease.

Abstract: A formulation of conjugates of tubulysin analogs with a cell-binding molecule having a structure represented by Formula (I), wherein T, L, m, n, ----, R1, R2, R3, R4, R1, R6, R7, R1, R9, R10, R11, R12, and R13 are as defined herein, can be used for targeted treatment of cancer, autoimmune disease, and infectious disease.

Abstract: An optimized control method of building air conditionings taking personalized comfort of regional users into consideration, comprising: describing a heating, ventilation and air conditioning system control problem as a Markov decision process, and defining a state, an action and a reward of each agent; learning by adopting a meta-learning method to obtain a user comfort reward function initial model; performing differentiated training on the user comfort reward function initial model by respectively using comfort feedback data from different regional users to obtain a differentiated comfort reward function model of each agent; and obtaining a reward function of each agent based on an energy consumption reward model and the differentiated comfort reward function model of each agent, training an actor network and a critic network of each agent, and making control decisions for a building heating, ventilation and air conditioning system by using the trained actor network.

Abstract: Certain aspects of the disclosure provide a method, comprising discovering a sensor device, over a connection, by a discovery node of a distributed system; deploying a custom broker, by the discovery node, to connect to the sensor device, wherein the deploying of the custom broker is based on a common protocol of the custom broker and the sensor device; connecting the discovery node to the sensor device via the custom broker; reading, by the custom broker, data from the sensor device; onboarding the sensor device onto the distributed system, wherein the onboarding comprises mapping a unique sensor device identifier from the data to metadata associated with one or more applications on the distributed system; and adding sensor device data to a sensor device inventory on the distributed system, to represent the sensor device as a resource abstraction, wherein the resource abstraction can be instantiated as a service.

Abstract: Methods and apparatuses for multi-document analysis and data validation during an electronic transaction workflow include a server that selects a transaction template comprising (i) data fields required to execute the transaction and (ii) business logic for validating supporting documents. The server captures digital files that contain a representation of supporting documents, identifies text in each of the captured digital files, and validates the text identified in the captured digital files using business logic. The server submits a transaction execution request including the digital files to a transaction engine and transmits a response to the transaction request to a remote computing device.

Abstract: An integrated security analysis data structure and a method for multi-container software projects. A data repository storing containers and a software bill of materials (SBOM) is queried. The SBOM includes first data describing the containers and second data describing software images in the containers. The software images include corresponding components. The SBOM further includes metadata about the containers, the software images, and the one or more corresponding components. A dependency graph, showing dependencies among the software images, of the software images is built automatically. Usage data describing usage of the containers as deployed in an enterprise system is retrieved automatically. The SBOM, the dependency graph, and the usage data are transformed into a SBOM data structure. The SBOM data structure includes a searchable data object that is searchable by: the containers, the software images, the one or more corresponding components of the software images, the metadata, and the usage data.

Abstract: This disclosure is directed to a benchmarking method comprising: receiving data from a plurality of sources; provisioning a computing model configured to characterize features or properties associated with a resource site, the computing model being adaptable or configurable to be used on one of a first edge computing device or a cloud computing device; determining a first computational tool associated with the first edge computing device; quantizing, using the first computational tool, the computing model and thereby generate a first quantized model with attendant benchmark data indicating an efficacy of the computing model on the first edge computing device when the computing model is successfully deployed via a gateway system coupling the plurality of sources to the first edge computing device; and generating a report indicating performance data of the computing model on the first edge computing device after deployment to the first edge computing device.

Abstract: A method and system for controlling a heating, ventilation, and air conditioning system (HVAC) in a building based on adaptive model predictive control (MPC) is disclosed, and belongs to the technical field of intelligent building adaptive control. The method may include: acquiring operation data of the HVAC under different working conditions, and performing preprocessing on the acquired data; calculating a marginal fitness measure (MAD) of each data point for each class based on the preprocessed data, and calculating a fitness measure of each data point for each class by combining MADs of all descriptors to obtain a global fitness measure (GAD); setting a GAD threshold, and classifying current operation states of the system according to classification rules; and adopting adaptive control strategies for different operation states since model parameters of each class are fixed after classification.

Abstract: An image processing method includes obtaining a first mask and a second mask, wherein the first mask represents an occupied area of a first object, and the second mask represents an occupied area of a second object, generating a third mask according to the first mask, the second mask, and a source image, wherein the third mask is used to indicate the occupied area of the second object in the source image, and the source image includes the first object, determining a foreground image according to the first mask, the second mask, and the third mask, wherein the foreground image includes the second object, removing the first object from the source image to determine a background image, and fusing the foreground image and the background image to obtain a target image that includes the second object but excludes the first object.

Abstract: The present invention relates to novel linkers containing a 2,3-disubstituted succinic group, or 2-monosubstituted, or 2,3-disubstituted fumaric or maleic (trans (E)- or cis (Z)-butenedioic), or acetylenedicarboxyl group for conjugation of a cytotoxic agent, and/or one or more different functional molecules per linker to a cell-binding molecule, through bridge linking pairs of thiols on the cell-binding molecule specifically. The invention also relates to methods of making such linkers, and of using such linkers in making homogeneous conjugates, as well as of application of the conjugates in treatment of cancers, infections and autoimmune disorders.

Abstract: The present disclosure provides a display panel and a display device, the display panel includes: an array substrate and an opposite substrate disposed oppositely, the array substrate having a ground terminal, the opposite substrate including a black matrix and a transparent conductive layer, the black matrix including a first part, a second part and an isolation trench which are sequentially disposed, and the isolation trench isolating the first part from the second part; a conductive adhesive connecting the ground terminal with the transparent conductive layer, a part of the conductive adhesive being between the array substrate and the opposite substrate, and orthographic projections of the part of the conductive adhesive and the first part on the array substrate being not overlapped; and a blocking structure in contact with the part of the conductive adhesive and configured for preventing the conductive adhesive from overflowing to the first part.

Abstract: An automatic scoring method, performed by a processing device, includes: obtaining a current test paper image, wherein a hand-writing script on the current test paper image has a script color; determining whether the script color is a designated color; determining whether a database stores a reference text string if the script color is not the designated color; aligning the current test paper image with a reference test paper image corresponding to the reference text string and using reference coordinates to compare the current test paper image with the current test paper image to output a test score when the database stores the reference text string; and identifying the hand-writing script to store an identification result as the reference text string and storing position coordinates of the hand-writing script on the current test paper image as the reference coordinates if the script color is the designated color.

Abstract: An array substrate of this disclosure includes: a substrate and a first conductive layer and a second conductive layer sequentially stacked on the substrate; orthographic projections of the first and second conductive layers on the substrate have an overlapping region; portions of the first and second conductive layers in the overlapping region constitute a first conductive pattern; a portion of the first conductive layer outside the overlapping region includes a second conductive pattern and a third conductive pattern; the second and third conductive patterns have an interval therebetween. A first distance between first regions of the second and third conductive patterns proximal to the first conductive pattern is larger than a second distance between second regions of the second and third conductive patterns distal to the first conductive pattern.

Abstract: An approach to optimized migration of user assets to the cloud using artificial intelligence is presented. This approach may include user input and artificial intelligence trained with historical knowledge to generate rules. Migration models may be generated from the rules. A user may verify the migration models were successful. A task portfolio may be generated from the verified wave migration models. Runbook applications may be generated from the task portfolio and the migration may be executed using the runbooks.

Abstract: The present application relates to antibodies that specifically recognize ROR1, and preparation methods and uses thereof. The present application also relates to antibody-drug conjugates (ADCs) targeting ROR1 and compositions containing the molecule. In addition, the present invention also relates to the therapeutic and diagnostic uses of these antibodies, antibody fragments and antibody-drug conjugates.

Abstract: An array substrate of this disclosure includes: a substrate and a first conductive layer and a second conductive layer sequentially stacked on the substrate; orthographic projections of the first and second conductive layers on the substrate have an overlapping region; portions of the first and second conductive layers in the overlapping region constitute a first conductive pattern; a portion of the first conductive layer outside the overlapping region includes a second conductive pattern and a third conductive pattern; the second and third conductive patterns have an interval therebetween. A first distance between first regions of the second and third conductive patterns proximal to the first conductive pattern is larger than a second distance between second regions of the second and third conductive patterns distal to the first conductive pattern.

Abstract: A computer-implemented method for adaptively discretizing a position of a textual object in a document includes receiving, by a computer system, an image of the document and determining, by the computer system, an absolute position of the textual object in the image of the document. The method further includes normalizing, by the computer system, the absolute position to determine a relative position of the textual object. The method also includes calculating, by the computer system, a bin size such that at least one axis of the image is divided into a plurality of separate bins, wherein a distance between each bin along the at least one axis and its adjacent bin equals the bin size. The method includes discretizing, by the computer system, the relative position based on the bin size to determine a discretized position of the textual object; and providing, by the computer system, the discretized position and a textual content of the textual object as an input to a machine learning model.