Systems and methods for generating a data map based on a dynamically updated data set. The system includes a client-side device. The client-side device includes a controller and is operably connected to a communication network. The controller includes a processor and a non-transitory computer readable data storage medium, the processor is configured to retrieve from the medium and execute computer readable instructions to receive a data set including one or more data assets and generate the data map based on the received data set. Each data asset includes four or more attributes. The data map includes one or more segments, and the one or more segments illustrate each of the four or more attributes of the one or more data assets.

Techniques are described for presenting events detected by a monitoring system. A system receives a selection of a particular time period, identifies security events detected by a monitoring system during the selected time period, and classifies a subset of the identified security events as abnormal events. The system further generates a density of the identified security events over the selected time period, generates a density of the subset of the identified security events classified as abnormal events, and identifies monitoring system data associated with the selected time period. The system additionally generates a graphical representation of the density of the identified security events, the density of the subset of the identified security events classified as abnormal events, and the identified monitoring system data, and provides the graphical representation for display.

A display method includes first displaying a path indicating a relationship diagram between services in different colors for respective types of services in a first area of a screen in a format including conditional branches, changing a display position of the path with respect to a map such that display positions of institutions providing the services included in the path are superimposed on the map, and second displaying the map and the path with the services in the different colors in a second area of the screen, by a processor.

In an example, a method includes obtaining, from an odometry system, odometry data comprising distance data. The distance data includes data indicative of wireless signals at each respective distance. An initial path is generated using the odometry data. The initial path is displayed on a display device and adjustments to the initial path are received from a user. The initial path is changed based on the adjustments, and an updated path is displayed.

An image processing system includes one or more processors operative to receive a graph application programming interface (API) call to add a complex node to a graph. The graph includes at least the complex node connected to other nodes by edges that are directed and acyclic. The one or more processors are further operative to process, by a graph compiler at compile time, the complex node by iteratively expanding the complex node into multiple nodes with each node corresponding to one operation in an image processing pipeline. The system further includes one or more target devices to execute executable code compiled from each node to perform operations of the image processing pipeline. The system further includes memory to store the graph compiler and the executable code.

Systems and methods for image and/or video processing of mass spectrometry data comprise a processor in communication with a storage device, and computer system code executed by the processor that causes the processor to perform an image or video analysis comparison between a second data plot image or video to a first data plot image or video, and generate a delta dataset based on the comparison. The delta dataset is representative of the differences between the first and second data plots. In additional systems and methods the computer system code can perform an image or video analysis comparison between the first and second data plots and a reference data plot, generate first and second delta datasets based on the comparisons, which are representative of the differences between the first and second data plots and the reference data plot, and perform a statistical analysis on the first and second delta datasets.

A method for automatically adjusting gates to cytometry data of a target sample is provided. The method includes receiving training cytometry data corresponding to a plurality of training samples; generating an image of the target sample, generating images of the plurality of training samples; selecting a training sample from the plurality of training samples based on a similarity between the image of the selected training sample and the image of the target sample; calculating a transformation required to morph between the image of the selected training sample and the image of the target sample; and generating a target sample gate by applying the calculated transformation to the training gate associated with the selected training sample. A corresponding system and computer-readable medium are also provided.

An automated helpdesk explainer for use by a customer-support ticket platform is integrated with an online gaming platform. The automated helpdesk explainer receives a plurality of helpdesk tickets and determines a ticket volume parameter based on the plurality of helpdesk tickets. In response to the ticket volume parameter satisfying a predefined threshold, the automated helpdesk explainer applies one or more of the plurality of helpdesk tickets to a natural language processor configured to assign the one or more of the plurality of helpdesk tickets to one or more topics, creates an infographic image representing the one or more of the plurality of the helpdesk tickets based on the topics, applies at least a portion of the topics to a large language model configured to generate a natural language incident analysis summary, and provides the infographic image and incident analysis summary for presentation at a client device.

A method of presenting defects data produced by inspection of semiconductor wafers or masks, the method including receiving defect data including a plurality of attributes per defect, using t-distributed Stochastic Neighbor Embedding to embed the defects attributes from a multi-dimensional attribute space into a lower-dimension space, and displaying the defect data embedded into the lower-dimension space on a 2D display as a scatter plot. A system for inspecting wafers or masks, the system including a user interface for presenting defect data produced by inspection of wafers or masks, the user interface implementing a method including receiving defect data including a plurality of attributes per defect, using t-distributed Stochastic Neighbor Embedding to embed the defects attributes from a multi-dimensional attribute space into a lower-dimension space, and displaying the defects data embedded into the lower-dimension space on a 2D display as a scatter plot. Related apparatus and methods are also described.

Various embodiments include an industrial knowledge graph display method. An example includes: determining a six-cornered grid layout for an industrial knowledge graph, wherein a non-periphery grid is surrounded by six grids, and respective centers of the six grids form a hexagon; displaying a plurality of nodes in the industrial knowledge graph at respective centers of a plurality of grids in the six-cornered grid layout; and displaying a plurality of edges between the plurality of nodes based on a semantic relationship between the plurality of nodes by using at least one of the following connection lines: a straight line, a broken line, or a curve.