Keywords: graph theory, graph neural network, line graph, functional connectivity, machine learning, functional MRI Citation: Acker S, Liang J, Sinaii N, Wingert K, Kurosu A, Rajan S, Inati S, ...

The evolution of architectural forms in architecture is closely related to the use of locally available or industrialized materials and construction techniques.

Meet Graphiti: a Python library for building temporal Knowledge Graphs. Graphiti is designed specifically to manage evolving relationships over time by capturing and recording changes in facts and ...

Python has many built-in functions like the print() function to use them out of the box in your program. In addition, Python allows you to define your functions, which you’ll learn how to do it later.

Moreover, layers of graph pooling are required in a deep learning model to retrieve specified features for prediction, which results in some degree of information loss. In this research, we present a ...

To address these issues, we propose a dynamic line graph neural network (DLGNN)-based intrusion detection method with semisupervised learning. Our model converts network traffic into a series of ...