509 citations · 2.7k across the 76 of their papers we have counts for
3 papers · 1 filter
Probing the statistical properties of enriched co-occurrence networks
Diego R. Amancio, Jeaneth Machicao, Laura V. C. Quispe
Recent studies have explored the addition of virtual edges to word co-occurrence networks using word embeddings to enhance graph representations, particularly for short texts. Whil…
Predicting citation impact of research papers using GPT and other text embeddings
Adilson Vital, Filipi N. Silva, Osvaldo N. Oliveira +1
The impact of research papers, typically measured in terms of citation counts, depends on several factors, including the reputation of the authors, journals, and institutions, in a…
Machine learning and economic forecasting: the role of international trade networks
Thiago C. Silva, Paulo V. B. Wilhelm, Diego R. Amancio
This study examines the effects of de-globalization trends on international trade networks and their role in improving forecasts for economic growth. Using section-level trade data…