5 citations · 9 across the 3 of their papers we have counts for
5 papers
Constrained Enumeration Reveals Hidden Optima and Precision-Dependent Degeneracy in Modularity-Based Community Detection
Fabio Morea
Modularity landscapes are often flat near the top: many distinct partitions achieve indistinguishable scores, and repeated runs of heuristic algorithms can still miss accessible op…
Partition Space Maps for Community Detection: Visualizing Algorithmic Behaviour and Guiding Search
Fabio Morea
Community-detection methods search over possible partitions of a network, but the structure of this partition space is rarely examined directly. This paper introduces two complemen…
Mapping leadership and communities in EU-funded research through network analysis
Fabio Morea, Alberto Soraci, Domenico De Stefano
Horizon 2020 and Horizon Europe the EU programs supporting research and innovation through collaboration between companies, academic institutions, and research organisations. This…
Beyond One Solution: The Case for a Comprehensive Exploration of Solution Space in Community Detection
Fabio Morea, Domenico De Stefano
This article explores the importance of examining the solution space in community detection, highlighting its role in achieving reliable results when dealing with real-world proble…
Enhancing Stability and Assessing Uncertainty in Community Detection through a Consensus-based Approach
Fabio Morea, Domenico De Stefano
Complex data in social and natural sciences find effective representation through networks, wherein quantitative and categorical information can be associated with nodes and connec…