Event Data Analysis

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The xData platform provides the ability to discover and predict correlation patterns for event information stored in the event data warehouse.

Usage

Use JSON-RPC v2.0 to request various analysis processes.

The xData platform executes the analysis process according to the accepted request, and stores the analysis results in the event data warehouse. The analysis results can be used as map data distribution or risk map.

List of Analysis Methods

The xData platform provides the following analysis methods.

• Extraction of Local Correlation Rules
  • FP-Growth
  • SHUIM
• Deep Learning Method for Spatio-Temporal Correlation Patterns
  • CRNN
  • LGBM
• Multimodal Event Analysis
  • 3D-CNN

Misc Functions

• Auxiliary Functions
  • Registration of category definitions for use in correlation pattern extraction
  • Symbolic transformation of transaction tables based on category definitions
  • Calculate the distance between each point in the transaction table