What is it about?
Graphs are being used for several purpose, ranging from biology to geological applications. Creating a graph from data using existing tools might not represent the relationship between entities accurately which can hamper the results in downstream applications. This work can be used as an intermediary to enhance the graph obtained before being used
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Why is it important?
This will provide a general framework to enhance graph obtained by any method so that obtained graph will give better results. It is important in biological applications, for example in protein protein interaction networks, where obtaining an exact graph representation from data becomes a challenging task
Perspectives
Writing this article was a great experience for me as this was my first publication and I have been able to learn enormously from the co-author and supervisor of this paper. This article can help in building a one stop solution for all graph based analytics pipelines
Abhishek Roy
Indian Institute of Technology Delhi
Read the Original
This page is a summary of: Network Enhancement using Spectral Properties, January 2022, ACM (Association for Computing Machinery),
DOI: 10.1145/3493700.3493755.
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