Search Results for author: Ronaldo Menezes

Found 8 papers, 4 papers with code

Environmental Insights: Democratizing Access to Ambient Air Pollution Data and Predictive Analytics with an Open-Source Python Package

1 code implementation6 Mar 2024 Liam J Berrisford, Ronaldo Menezes

Ambient air pollution is a pervasive issue with wide-ranging effects on human health, ecosystem vitality, and economic structures.

A Data-Driven Supervised Machine Learning Approach to Estimating Global Ambient Air Pollution Concentrations With Associated Prediction Intervals

1 code implementation15 Feb 2024 Liam J Berrisford, Hugo Barbosa, Ronaldo Menezes

Global ambient air pollution, a transboundary challenge, is typically addressed through interventions relying on data from spatially sparse and heterogeneously placed monitoring stations.

Prediction Intervals

A Framework for Scalable Ambient Air Pollution Concentration Estimation

1 code implementation16 Jan 2024 Liam J Berrisford, Lucy S Neal, Helen J Buttery, Benjamin R Evans, Ronaldo Menezes

Ambient air pollution remains a critical issue in the United Kingdom, where data on air pollution concentrations form the foundation for interventions aimed at improving air quality.

Differences in the spatial landscape of urban mobility: gender and socioeconomic perspectives

1 code implementation12 Feb 2021 Mariana Macedo, Laura Lotero, Alessio Cardillo, Ronaldo Menezes, Hugo Barbosa

Many of our routines and activities are linked to our ability to move; be it commuting to work, shopping for groceries, or meeting friends.

Physics and Society Computers and Society

Network-Based Delineation of Health Service Areas: A Comparative Analysis of Community Detection Algorithms

no code implementations8 Dec 2019 Diego Pinheiro, Ryan Hartman, Erick Romero, Ronaldo Menezes, Martin Cadeiras

Given the existent heterogeneity of communities extracted by different community detection algorithms, a comparative analysis of community detection algorithms for optimal HSA delineation is lacking.

Community Detection

Gender Patterns of Human Mobility in Colombia: Reexamining Ravenstein's Laws of Migration

no code implementations29 Nov 2019 Mariana Macedo, Laura Lotero, Alessio Cardillo, Hugo Barbosa, Ronaldo Menezes

Public stakeholders implement several policies and regulations to tackle gender gaps, fostering the change in the cultural constructs associated with gender.

Social and Information Networks Physics and Society

Characterizing the Social Interactions in the Artificial Bee Colony Algorithm

no code implementations8 Apr 2019 Lydia Taw, Nishant Gurrapadi, Mariana Macedo, Marcos Oliveira, Diego Pinheiro, Carmelo Bastos-Filho, Ronaldo Menezes

Recent advances in the literature, however, have proposed to study these systems via the network that emerges from the social interactions within the swarm (i. e., the interaction network).

Uncovering the Social Interaction in Swarm Intelligence with Network Science

no code implementations8 Nov 2018 Marcos Oliveira, Diego Pinheiro, Mariana Macedo, Carmelo Bastos-Filho, Ronaldo Menezes

Here, we address this gap by introducing a network-based framework---the interaction network---to examine computational swarm-based systems via the optics of the social dynamics of such interaction network; a clear example of network science being applied to bring further clarity to a complicated field within artificial intelligence.

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