For example, friend recommendation in social networks can be regarded as a link prediction task and predicting properties of chemical compounds can be treated as a graph classification task. To ...

Machine learning – the ... is the knowledge graph (sometimes known as a graph database.) The meaning of the term is not precisely set-in-stone – for example, Google has a specific feature ...

The result is a machine learning framework that is easier to work with—for example, by using the relatively ... into TensorFlow apps. Each graph operation can be evaluated and modified ...

Yet, although their potential has been widely recognised in the machine ... example to the integration of perception, decision-making, and control. Finally, the paper provides an extensive review of ...

Abstract: Relational machine learning ... of graphs can be combined with text-based information extraction methods for automatically constructing knowledge graphs from the Web. To this end, we also ...

We take the opportunity to discuss the database market, graph, and beyond, with CEO and co-founder Claudius Weinberger and Head of Engineering and Machine Learning Jörg Schad. ArangoDB was ...