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SYSTEM AND METHOD FOR CONTRASTIVE NETWORK ANALYSIS AND VISUALIZATION
SYSTEM AND METHOD FOR CONTRASTIVE NETWORK ANALYSIS AND VISUALIZATION
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机译:对比网络分析和可视化的系统和方法
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摘要
A method and system for analyzing a target network relative to a background network of data using machine learning. The method includes extracting a first feature matrix from an adjacency matrix representative of the target network, extracting a second feature matrix from an adjacency matrix representative of the background network, generating a projection matrix based on the first and second feature matrices using a contrastive learning algorithm, generating a first contrastive matrix representation of the target network based on the projection matrix and the first feature matrix, generating a second contrastive matrix representation of the background network based on the projection matrix and the second feature matrix, and displaying a visualization of unique features of the target network relative to the background network based on the first contrastive matrix and the second contrastive matrix.
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