output
20042026
most citedCovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection

779 citations

Showing physics.soc-phShow all

11 papers · 1 filter

physics.soc-ph2026★ 1 cited

Evolving spatiotemporal patterns and urban scaling of deaths from external causes

Cesar I. N. Sampaio Filho, Humberto A. Carmona, Antonio S. Lima Neto +4

Urban scaling theory posits that urban indicators follow power-law relations with population, yet the evolution of these patterns - and the role of regional differences in settings…

physics.soc-ph2025★ 1 cited

Proximity-based cities emit less mobility-driven CO

Francesco Marzolla, Matteo Bruno, Hygor P. M. Melo +1

In the quest for more environmentally sustainable urban areas, the concept of the 15-minute city has been proposed to encourage active mobility, primarily through walking and cycli…

physics.soc-ph2025★ 1 cited

The dimensions of accessibility: proximity, opportunities, values

Matteo Bruno, Bruno Campanelli, Hygor Piaget Monteiro Melo +2

Accessibility is essential for designing inclusive urban systems. However, the attempt to capture the complexity of accessibility in a single universal metric has often limited its…

physics.soc-ph2024★ 1 cited

Compact 15-minute cities exhibit lower carbon intensity in urban transport

Francesco Marzolla, Matteo Bruno, Hygor Piaget Monteiro Melo +1

The 15-minute city concept, which advocates cities where essential services are accessible within a 15-minute walk or bike ride, has gained significant attention in recent years. H…

physics.soc-ph2024

Mapping Inter-City Trade Networks to Maximum Entropy Models using Electronic Invoice Data

Cesar I. N. Sampaio Filho, Rilder S. Pires, Humberto A. Carmona +1

We analyze the network of transactions among cities based on the electronic invoice database for the municipalities in the Ceará state, Brazil. It consists of approximately 3.7 bil…

physics.soc-ph2021★ 13 cited

Tracing contacts to evaluate the transmission of COVID-19 from highly exposed individuals in public transportation

Caio Ponte, Humberto A. Carmona, Erneson A. Oliveira +4

We investigate, through a data-driven contact tracing model, the transmission of COVID-19 inside buses during distinct phases of the pandemic in a large Brazilian city. From this m…