On network backbone extraction for modeling online collective behavior

CH Gomes Ferreira, F Murai, APC Silva, M Trevisan… - Plos one, 2022 - journals.plos.org
Collective user behavior in social media applications often drives several important online
and offline phenomena linked to the spread of opinions and information. Several studies …

Urban positionality in the regional urban network: Through the lens of alter-based centrality and national-local perspectives

Y Wei, J Wang, S Zhang, D Sono, C Xiu - Habitat International, 2022 - Elsevier
Urban Positionality refers to how differences in position and power shape identities,
influences and access in the urban network or space of flows. Accurate determination of …

The role of artificial intelligence in the implementation of the UN Sustainable Development Goal 11: Fostering sustainable cities and communities

W Leal Filho, MF Mbah, MAP Dinis, LV Trevisan… - Cities, 2024 - Elsevier
Addressing the global urgency for improved sustainable cities and communities, as per the
United Nations Sustainable Development Goal (SDG) 11, requires innovative and disruptive …

Analysis of Spatial Networks From Bipartite Projections Using the R Backbone Package

ZP Neal, R Domagalski, B Sagan - Geographical Analysis, 2022 - Wiley Online Library
Bipartite projections have become a common way to measure spatial networks. They are
now used in many subfields of geography, and are among the most common ways to …

Identifying influential nodes of global terrorism network: A comparison for skeleton network extraction

K Malang, S Wang, A Phaphuangwittayakul… - Physica A: Statistical …, 2020 - Elsevier
The inherent structure and substantial information on global terrorism network are often
understood by identifying influential nodes. Recently, novel node identification methods are …

Air transport network: a comparison of statistical backbone filtering techniques

A Yassin, H Cherifi, H Seba, O Togni - International Conference on …, 2022 - Springer
The big break in data collection tools of large-scale networks from biological, social, and
technological domains expands the challenge of their visualization and processing …

A multilevel backbone extraction framework

S Hmaida, H Cherifi, M El Hassouni - Applied Network Science, 2024 - Springer
As networks grow in size and complexity, backbones become an essential network
representation. Indeed, they provide a simplified yet informative overview of the underlying …

The case of Paratransit-'Trotro'service data as a credible location addressing of road networks in Ghana

G Dumedah, G Eshun - Journal of Transport Geography, 2020 - Elsevier
Road networks are by far the largest mobility infrastructure in Sub-Sahara Africa, and are
key to providing access to economic and social opportunities. Yet the majority of road …

Backbone extraction through statistical edge filtering: A comparative study

A Yassin, H Cherifi, H Seba, O Togni - PloS one, 2025 - journals.plos.org
The backbone extraction process is pivotal in expediting analysis and enhancing
visualization in network applications. This study systematically compares seven influential …

Modularity-based backbone extraction in weighted complex networks

S Rajeh, M Savonnet, E Leclercq, H Cherifi - International Conference on …, 2022 - Springer
The constantly growing size of real-world networks is a great challenge. Therefore, building
a compact version of networks allowing their analyses is a must. Backbone extraction …