2 citations · 2 across the 3 of their papers we have counts for
3 papers
Interpretability of Graph Neural Networks to Assess Effects of Global Change Drivers on Ecological Networks
Emre Anakok, Pierre Barbillon, Colin Fontaine +1
Pollinators play a crucial role for plant reproduction, either in natural ecosystem or in human-modified landscape. Global change drivers,including climate change or land use modif…
Bipartite Graph Variational Auto-Encoder with Fair Latent Representation to Account for Sampling Bias in Ecological Networks
Emre Anakok, Pierre Barbillon, Colin Fontaine +1
Citizen science monitoring programs can generate large amounts of valuable data, but are often affected by sampling bias. We focus on a citizen science initiative that records plan…
Disentangling the structure of ecological bipartite networks from observation processes
Emre Anakok, Pierre Barbillon, Colin Fontaine +1
The structure of a bipartite interaction network can be described by providing a clustering for each of the two types of nodes. Such clusterings are outputted by fitting a Latent B…