509 citations · 2.7k across the 76 of their papers we have counts for
3 papers · 1 filter
Recovering link-weight structure in complex networks with weight-aware random walks
Adilson Vital, Filipi N. Silva, Diego R. Amancio
Using edge weights is essential for modeling real-world systems where links possess relevant information, and preserving this information in low-dimensional representations is rele…
Leveraging GANs for citation intent classification and its impact on citation network analysis
Davi A. Bezerra, Filipi N. Silva, Diego R. Amancio
Citations play a fundamental role in the scientific ecosystem, serving as a foundation for tracking the flow of knowledge, acknowledging prior work, and assessing scholarly influen…
Graph machine learning for flight delay prediction due to holding manouver
Jorge L. Franco, Manoel V. Machado Neto, Filipe A. N. Verri +1
Flight delays due to holding maneuvers are a critical and costly phenomenon in aviation, driven by the need to manage air traffic congestion and ensure safety. Holding maneuvers oc…