output
19962025
most citedCommunity detection in graphs

11.5k citations

776 papers

physics.soc-ph2025★ 4 cited

Multilayer network science: theory, methods, and applications

Alberto Aleta, Andreia Sofia Teixeira, Guilherme Ferraz de Arruda +14

Multilayer network science has emerged as a central framework for analysing interconnected and interdependent complex systems. Its relevance has grown substantially with the increa…

physics.soc-ph2025

Modeling memory in time-respecting paths on temporal networks

Silvia Guerrini, Ciro Cattuto, Lorenzo Dall'Amico

Human close-range proximity interactions are the key determinant for spreading processes like knowledge diffusion, norm adoption, and infectious disease transmission. These dynamic…

physics.soc-ph2025

Mapping Regional Disparities in Discounted Grocery Products

Antonio Desiderio, Alessia Galdeman, Franziska Bauerlein +1

Food waste represents a major challenge to global climate resilience, accounting for almost 10% of annual greenhouse gas emissions. The retail sector is a critical player, mediatin…

cs.LG2025★ 3 cited

Finding Counterfactual Evidences for Node Classification

Dazhuo Qiu, Jinwen Chen, Arijit Khan +2

Counterfactual learning is emerging as an important paradigm, rooted in causality, which promises to alleviate common issues of graph neural networks (GNNs), such as fairness and i…

physics.soc-ph2025

Evolution and determinants of firm-level systemic risk in local production networks

Anna Mancini, Balázs Lengyel, Riccardo Di Clemente +1

Recent crises like the Covid-19 pandemic and geopolitical tensions have exposed vulnerabilities and caused disruptions of supply chains, leading to product shortages, increased cos…

econ.GN2025

Continental-scale assessment of spatial food market accessibility in Africa using open geospatial data

Robert Benassai-Dalmau, Vasiliki Voukelatou, Rossano Schifanella +3

Food market accessibility is a critical yet underexplored dimension of food systems, particularly in low- and middle-income countries. In this paper, we present a continent-wide as…