Publications in collaboration with researchers from Institute for Scientific Interchange (15)

2024

  1. Improving Subgraph-GNNs via Edge-Level Ego-Network Encodings

    Transactions on Machine Learning Research, Vol. 2024

  2. Towards a global impact-based forecasting model for tropical cyclones

    Natural Hazards and Earth System Sciences, Vol. 24, Núm. 1, pp. 309-329

2023

  1. Beyond Weisfeiler–Lehman with Local Ego-Network Encodings †

    Machine Learning and Knowledge Extraction, Vol. 5, Núm. 4, pp. 1234-1265

  2. Large scale analysis of gender bias and sexism in song lyrics

    EPJ Data Science, Vol. 12, Núm. 1

  3. Relevance-based Infilling for Natural Language Counterfactuals

    International Conference on Information and Knowledge Management, Proceedings

  4. Sidewalk networks: Review and outlook

    Computers, Environment and Urban Systems, Vol. 106

2021

  1. Give more data, awareness and control to individual citizens, and they will help COVID-19 containment

    Ethics and Information Technology, Vol. 23

2019

  1. Layer degradation triggers an abrupt structural transition in multiplex networks

    Physical Review E, Vol. 100, Núm. 1

2018

  1. A general Markov chain approach for disease and rumour spreading in complex networks

    Journal of Complex Networks, Vol. 6, Núm. 2, pp. 215-242

  2. A polynomial eigenvalue approach for multiplex networks

    New Journal of Physics, Vol. 20, Núm. 9

  3. The contagion effects of repeated activation in social networks

    Social Networks, Vol. 54, pp. 326-335

  4. The joint influence of competition and mutualism on the biodiversity of mutualistic ecosystems

    Scientific Reports, Vol. 8, Núm. 1

2017

  1. Emergence of consensus as a modular-to-nested transition in communication dynamics

    Scientific Reports, Vol. 7

2016

  1. Editorial: At the crossroads: Lessons and challenges in computational social science

    Frontiers in Physics

  2. The dynamics of information-driven coordination phenomena: A transfer entropy analysis

    Science Advances, Vol. 2, Núm. 4