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20132021
most citedA Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology

271 citations · 549 across the 18 of their papers we have counts for

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Showing physics.soc-phShow all

3 papers · 1 filter

physics.soc-ph2016★ 28 cited

Embedding Graphs in Lorentzian Spacetime

James R. Clough, Tim S. Evans

Geometric approaches to network analysis combine simply defined models with great descriptive power. In this work we provide a method for embedding directed acyclic graphs into Min…

physics.soc-ph2014★ 27 cited

What is the dimension of citation space?

James R. Clough, Tim S. Evans

Citation networks represent the flow of information between agents. They are constrained in time and so form directed acyclic graphs which have a causal structure. Here we provide…

physics.soc-ph2013★ 58 cited

Transitive Reduction of Citation Networks

James R. Clough, Jamie Gollings, Tamar V. Loach +1

In many complex networks the vertices are ordered in time, and edges represent causal connections. We propose methods of analysing such directed acyclic graphs taking into account…