Systems and methods for analyzing data using deep belief networks (DBN) and identifying a pattern in a graph

摘要

A method for analyzing data is provided. The method includes generating, using a processing device, a graph from raw data, the graph including a plurality of nodes and edges, deriving, using the processing device, at least one label for each node using a deep belief network, and identifying, using the processing device, a predetermined pattern in the graph based at least in part on the labeled nodes.

主权项

1. A method for analyzing data, said method comprising:
generating, using an analyst assistant, a graph from raw data, the graph including a plurality of nodes and edges, wherein each node represents a piece of data and each edge represents a relationship between connected nodes; deriving, using the analyst assistant, at least one label for each node using a deep belief network; and identifying, using the analyst assistant, a predetermined pattern in the graph based at least in part on the labeled nodes.