Graph Analytics Archives

Why Airlines Need to Look at Holistic Machine Learning & Optimization Solutions to Improve Scheduling

This blog discusses the decision process for adjusting flight schedules in response to weather events using advanced analytics.

By Sel Gerosa, 2 yearsMarch 28, 2023 ago

Blogs

Machine Learning on Graphs: Knowledge Graphs and Embeddings

The nature of problems involving graphs calls for applying techniques tailor-made to work with them. In this post, we will focus on one class of graphs called Knowledge Graphs, describe some of the problems practitioners are trying to solve using them and explain how machine learning is used in this context.

By Sel Gerosa, 2 yearsFebruary 15, 2023 ago

Blogs

Mapping Out Graph Analytics: Q&A With Daniel Salazar, Principal Data Scientist

Graph analytics is a classic network science technique that is making waves due to the advancements in Graph Database Technology (GDB) and the integration of machine learning techniques (i.e., neural networks), to solve a wide range of use cases. No need for a map to figure this one out – Principal Data Scientist, Daniel Salazar is giving us the full scoop as our guide.

By Sel Gerosa, 2 yearsDecember 30, 2022 ago

White Papers

Designing & Deploying Practical Advanced Graph Analytics Solutions

Given a set of nodes & connections, which can abstract anything from transportation networks, connections between customers, knowledge graphs, or molecular structures to computer data, graph analytics provide a helpful tool to quantify & simplify the many moving parts of dynamic systems.

By Sel Gerosa, 2 yearsNovember 4, 2022 ago

Graph Analytics

Why Airlines Need to Look at Holistic Machine Learning & Optimization Solutions to Improve Scheduling

Machine Learning on Graphs: Knowledge Graphs and Embeddings

Mapping Out Graph Analytics: Q&A With Daniel Salazar, Principal Data Scientist

Designing & Deploying Practical Advanced Graph Analytics Solutions

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