To address these limitations, we introduce Directed Graph Neural Networks for Anomaly Detection of Smart Ponzi Schemes (DGAD-SPS), a novel approach that leverages directed graph analysis to detect ...

It is the peak of this 13-month smoothed curve — not the highest individual month — that determines the peak of the solar cycle. The graph above displays the solar cycle evolution from 2010 to ...

Directed Acyclic Graphs with a variety of methods for both Nodes and Edges, and multiple exports (NetworkX, Pandas, etc). This project is the foundation for a commercial product, so expect regular ...

Directed acyclic graphs are commonly used to illustrate and assess the hypothesised causal mechanisms in health and social research. These graphs can illuminate investigators’ assumptions and help ...

Read more on Networkx Backends and How They Work. NetworkX also supports automatically dispatching to backends associated with specific graph types. Like the backend= keyword argument example above, ...

That difference is that a FRN is given by a directed acyclic graph (DAG) that can be unrolled in time and replaced with a Feedforward Neural Network, whereas an IIRN is a directed cyclic graph (DCG) ...