22 citations · 56 across the 8 of their papers we have counts for
8 papers
Bias and Identifiability in the Bounded Confidence Model
Claudio Borile, Jacopo Lenti, Valentina Ghidini +2
Opinion dynamics models such as the bounded confidence models (BCMs) describe how a population can reach consensus, fragmentation, or polarization, depending on a few parameters. C…
Multi-Class and Multi-Task Strategies for Neural Directed Link Prediction
Claudio Moroni, Claudio Borile, Carolina Mattsson +2
Link Prediction is a foundational task in Graph Representation Learning, supporting applications like link recommendation, knowledge graph completion and graph generation. Graph Ne…
Evaluating Link Prediction Explanations for Graph Neural Networks
Claudio Borile, Alan Perotti, André Panisson
Graph Machine Learning (GML) has numerous applications, such as node/graph classification and link prediction, in real-world domains. Providing human-understandable explanations fo…
Towards an Automated Pipeline for Detecting and Classifying Malware through Machine Learning
Nicola Loi, Claudio Borile, Daniele Ucci
The constant growth in the number of malware - software or code fragment potentially harmful for computers and information networks - and the use of sophisticated evasion and obfus…
Coexistence in neutral theories: interplay of criticality and mild local preferences
Claudio Borile, Daniel Molina-Garcia, Amos Maritan +1
Neutral theories have played a crucial and revolutionary role in fields such as population genetics and biogeography. These theories are critical by definition, in the sense that t…
Time to absorption for a heterogeneous neutral competition model
Claudio Borile, Paolo Dai Pra, Markus Fischer +2
Neutral models aspire to explain biodiversity patterns in ecosystems where species difference can be neglected, as it might occur at a specific trophic level, and perfect symmetry…
The effect of quenched disorder in neutral theories
Claudio Borile, Amos Maritan, Miguel A. Muñoz
We study systems with two symmetric absorbing states, such as the voter model and variations of it, which have been broadly used as minimal neutral models in genetics, population e…
Spontaneously Broken Neutral Symmetry in an Ecological System
Claudio Borile, Miguel A. Muñoz, Sandro Azaele +2
Spontaneous symmetry breaking plays a fundamental role in many areas of condensed matter and particle physics. A fundamental problem in ecology is the elucidation of the mechanisms…