A graph database is a dynamic database management system uniquely structured to manage complex and interconnected data. Unlike traditional databases organized in rows and columns, graph databases ...

And a simple complex system—yes, I know that sounds like an oxymoron, ... Figure 5: Graphing employment, income distribution and private debt together—a debt spiral results.

The codes demonstrate several important techniques in KGE and feature some recent state-of-the-art models including TransE, DistMult, CP, SimplE, ComplEx, and our proposed Quaternion embeddings.

In quantum computing, the connectivity of qubits placed on two-dimensional chips limits the scalability and functionality of solid-state quantum computers. This paper presents two approaches to ...

Graphviz is popular open-source graph visualization software that describes graphs using a simple text-based language. It can generate a variety of graph formats, including PNG, SVG, and PDF. Graphviz ...

High-performance implementations of W2V, DistMult, CP, SimplE, ComplEx, RotatE, Quaternion, and MEI. Paper: Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion ...

Let's begin with a simple risk graph of a long position in the underlying stock—say 100 shares of stock priced at $50 a ... There are ways to create more complex graphs with three or more axes, ...

A simple low-pass denoising operation conducts neighbor information aggregation as an independent preprocessing, and only two multilayer perceptrons (MLPs) are included as the backbone. For data ...