Patents
Literature
Patsnap Copilot is an intelligent assistant for R&D personnel, combined with Patent DNA, to facilitate innovative research.
Patsnap Copilot

58 results about "Graph Edge" patented technology

A connection between nodes in a graph.

Intelligent defense decision-making method and device based on reinforcement learning and attack and defense games

The invention belongs to the technical field of network security and particularly relates to an intelligent defense decision-making method and device based on reinforcement learning and attack and defense games. The method comprises the steps that an attack and defense game model is constructed under finite constraint, an attack and defense graph used for extracting the network state and the attack and defense action in the game model is generated, the attack and defense graph is set to take a host as the center, attack and defense graph nodes extract the network state, and the attack and defense graph edge analyzes the attack and defense action; and when the network state transition probability of the defender is unknown, the defender obtains the defense revenue through online learning, so that the defender automatically makes the selection of the optimal defense strategy when facing different attackers. The game state space is effectively compressed, and the storage and operation expenditure is reduced. Adefender performs reinforcement learning according to environmental feedback in confrontation with an attacker, and can adaptively make an optimal choice when facing different attacks; therefore, the learning speed of the defender is improved, the defense income is improved, the dependence on historical data is reduced, and the instantaneity and the intelligence of the defender during decision making are effectively improved.
Owner:PLA STRATEGIC SUPPORT FORCE INFORMATION ENG UNIV PLA SSF IEU

Network fraud identification method and system based on knowledge graph

The invention belongs to the technical field of knowledge graph application, and particularly provides a network fraud identification method and system based on a knowledge graph, and the method comprises the steps: constructing a mode layer of a network fraud knowledge graph from top to bottom; loading data to the data layer of the network fraud knowledge graph; based on the constructed network fraud knowledge graph, fusing a third-party knowledge base in a data layer, and expanding the data volume of the data layer of the network fraud knowledge graph; discretizing and normalizing attribute frequency values of key behavior relationships in the network fraud knowledge graph, and converting the attribute frequency values into weight values of graph edges; and based on a network fraud case graph, by utilizing a spark graphics graph and an LPA algorithm, identifying a criminal gang, and then by utilizing a PageRank algorithm, identifying core members in the gang. The network fraud case and the criminal gang can be effectively organized through entities, relationships and attributes by using the strong relevance of the knowledge graph. The case detection efficiency is improved, and the occurrence rate of network fraud cases is reduced.
Owner:武汉众智数字技术有限公司

Banknote denomination identification method and device

The invention discloses a banknote denomination identification method and device. The banknote denomination identification method mainly comprises a training part and an identification part. The training part is characterized in that feature extraction can be carried out automatically after enough samples are collected, human intervention is not needed, and the recognition efficiency is greatly improved. The identification part is characterized by comprising the following steps: acquiring graph edge information; finding graph coordinates through edge information fitting, and performing plane transformation according to the coordinate information to obtain transformed graph coordinates; obtaining and calculating one-dimensional feature information of the image according to a preset method;and matching with one-dimensional feature information of a standard image, and judging whether the matching feature is abnormal or not. According to the invention, the feature two-dimensional featuresare converted into a plurality of one-dimensional features, the denomination one-dimensional features are calculated, and the calculated one-dimensional features are matched with the standard denomination one-dimensional features. The invention does not depend on the image type, is not affected by the CIS type and the difference between the new bank note and the old bank note, and has high adaptability to old bank notes, residual bank notes and stained bank notes.
Owner:武汉卓目科技有限公司

Two-dimensional Euler diagram generation method and device for one-stroke game

The invention provides a two-dimensional Euler diagram generation method and device for a one-stroke game, and the method comprises the steps: generating points meeting all parameter values accordingto all input parameter values of a two-dimensional Euler diagram; carrying out random distribution on each point to generate an initial two-dimensional Euler diagram edge set; obtaining the degree ofeach point, and adding a new edge to the edge set which does not meet the degree of the one-stroke game point; modifying a connection graph in the edge set after the new edge is added, and determininga modified two-dimensional Euler diagram; symmetrically overturning the modified two-dimensional Euler diagram to obtain a final two-dimensional Euler diagram; and generating a stroke sequence on thefinal two-dimensional Euler diagram by using a Flory algorithm. Through parameter input of the two-dimensional Euler diagram, generation of two-dimensional coordinates of all points and generation ofan edge set meeting the degree limitation of the two-dimensional Euler diagram points, the final two-dimensional Euler diagram is obtained, the attractiveness is improved, public aesthetic appreciation is met, and users can accept the two-dimensional Euler diagram more easily; meanwhile, the content generation efficiency of one-stroke games is improved, and the yield is increased.
Owner:杭州乐信圣文科技有限责任公司

Image data processing method, pixel image obtained by image data processing method and application system

The invention relates to an image data processing method, a pixel image obtained by the image data processing method and an application system. According to the method, graph pixels are decomposed into five basic elements, namely black points, white points, geometric points, semi-angular points and full-angular points, and then data processing and generation are carried out. The method comprises the following steps: 1, classifying graphs; 2, carrying out proper region division on the graphs; 3, respectively processing and calculating the size and the pixel density of graph zone bit to form zone bit pixel sorting and data logic relationship processing; 4, performing comprehensive calculation to obtain a basic pixel graph and a pixel application data value; 5, processing external data by using the basic pixel elements for editing, importing each area bit graph, and combining and encrypting to form a main storage area; and meanwhile, color, sound or 3D graphic processing is added according to design requirements. 6, scanning and analyzing rows and columns after the main storage area is filled, and completing automatic positioning and error correction; 7, forming a graph edge boundarythrough operation to distinguish a main storage identification area; 8, clearing pixel error codes and internal and external messy codes of the graph; and 9, outputting a complete pixel graph.
Owner:CHANGSHA PIXEL CODE TECH CO LTD

Topological structure generation method and system, topological structure updating method and system and storage medium

The invention provides a topological structure generation method and system, a topological structure updating method and system and a storage medium. The generation method is applied to a network system constructed on the basis of a graph structure, and comprises the following steps: according to a preset layering condition of an nth layer, performing topology on the basis of a (n-1) th layer layered forest by utilizing graph edges in the graph structure to obtain the nth layer layered forest, wherein the layered forest of the zeroth layer is empty, and n is greater than or equal to 1; progressively increasing the n value from 1 and repeating the above steps until all points in the graph structure are traversed in a layered forest formed in the h layer to obtain a spanning tree of the graph structure, wherein n < = h, the layering condition of the nth layer is set based on the tree degree of a point in the graph structure in the (n-1) th layer and the tree degree difference of the point between the (n-1) th layer and the nth layer. According to the topological structure generation method, the minimum spanning tree which is beneficial to updating and has low resource consumption can be constructed on the basis of a graph structure.
Owner:TURING AI INST NANJING CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products