Search Results for author: Ashraf Aboulnaga

Found 3 papers, 2 papers with code

RDFFrames: Knowledge Graph Access for Machine Learning Tools

1 code implementation10 Feb 2020 Aisha Mohamed, Ghadeer Abuoda, Abdurrahman Ghanem, Zoi Kaoudi, Ashraf Aboulnaga

Thus, RDFFrames is a useful tool for data preparation that combines the usability of PyData with the flexibility and performance of RDF database systems.

BIG-bench Machine Learning Knowledge Graphs +1

Link Prediction via Higher-Order Motif Features

1 code implementation8 Feb 2019 Ghadeer Abuoda, Gianmarco De Francisci Morales, Ashraf Aboulnaga

A common approach is to use features based on the common neighbors of an unconnected pair of nodes to predict whether the pair will form a link in the future.

General Classification Link Prediction +1

Arabesque: A System for Distributed Graph Mining - Extended version

no code implementations14 Oct 2015 Carlos H. C. Teixeira, Alexandre J. Fonseca, Marco Serafini, Georgos Siganos, Mohammed J. Zaki, Ashraf Aboulnaga

However, these platforms do not represent a good match for distributed graph mining problems, as for example finding frequent subgraphs in a graph.

Distributed, Parallel, and Cluster Computing

Cannot find the paper you are looking for? You can Submit a new open access paper.