Artigos
Conrado Catarcione Pinto, Amanda Camacho Novaes de Oliveira, Rodrigo de S. Luna, and Daniel Ratton Figueiredo. Identifying Asymptomatic Nodes in Network Epidemics using Graph Neural Networks. Intelligent Systems (BRACIS 2025), 2026.
Rafael de S. Luna, Rodrigo de S. Luna, Daniel R. Figueiredo, Characterizing Monte Carlo Dropout to Quantify Uncertainty in Trained Neural Networks. Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2025), 2026.
João P. L. Pinto, Rodrigo de S. Luna, Daniel R. Figueiredo, Parameter Estimation of a Wave Energy Converter Model using Physics Informed Neural Networks. Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 2026.
Eduardo Naslausky, Daniel R. Figueiredo, Sampling battleships boards for hit estimation using Monte Carlo Tree Search. Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2025), 2026.
Hugo Sales Correa, Suryanarayana Sankagiri, Daniel Figueiredo, Matthias Grossglauser, Measuring IIA Violations in Similarity Choices with Bayesian Models. Conference on Uncertainty in Artificial Intelligence (UAI), 2025.
Rafael de Oliveira Costa and Daniel Ratton Figueiredo. Characterization over time and growth model for the submarine cable network. Journal of Complex Networks, v. 13:5, 2025.
Amanda Camacho Novaes de Oliveira, Daniel Ratton Figueiredo. Optimizing Connectivity through Network Gradients for Restricted Boltzmann Machines. Neural Networks, v.190:107486, 2025.
Maria Gabriella Basílio, Daniel Ratton Figueiredo, Population dynamics in the global coral-symbiont network under temperature variations. 16th International Conference on Complex Networks (CompleNet) 2025 (honorable mention student presentation).
Patrick Trindade, Maximilien Dreveton, Daniel Figueiredo, A framework for efficient estimation of closeness centrality and eccentricity in large networks. 16th International Conference on Complex Networks (CompleNet) 2025.
Rafael de Oliveira Costa, Daniel Ratton Figueiredo, Evaluating countries’s sovereignty from the point of view of the submarine cable network. Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC) 2025.
Conrado C. Pinto, Daniel R. Figueiredo. Identifying Asymptomatic Nodes in Network Epidemics using Betweenness Centrality. Workshop em Desempenho de Sistemas Computacionais e de Comunicação (WPerformance), 2024 (honorable mention).