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12/05/2022
Maximum entropy network states for coalescence processes
Complex network states are characterized by the interplay between system...
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10/27/2022
Ranking Edges by their Impact on the Spectral Complexity of Information Diffusion over Networks
Despite the numerous ways now available to quantify which parts or subsy...
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09/21/2021
mGNN: Generalizing the Graph Neural Networks to the Multilayer Case
Networks are a powerful tool to model complex systems, and the definitio...
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01/07/2021
Machine learning dismantling and early-warning signals of disintegration in complex systems
From physics to engineering, biology and social science, natural and art...
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08/20/2020
PRINCIPIA: a Decentralized Peer-Review Ecosystem
Peer review is a cornerstone of modern scientific endeavor. However, the...
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03/21/2018
Influence of augmented humans in online interactions during voting events
Overwhelming empirical evidence has shown that online social dynamics mi...
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02/28/2018
Distance entropy cartography characterises centrality in complex networks
We introduce distance entropy as a measure of homogeneity in the distrib...
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02/20/2018
Bots sustain and inflate striking opposition in online social systems
Societies are complex systems which tend to polarize into sub-groups of ...
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10/16/2017
Convolutional neural networks for structured omics: OmicsCNN and the OmicsConv layer
Convolutional Neural Networks (CNNs) are a popular deep learning archite...
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05/26/2017