6 citations · 7 across the 4 of their papers we have counts for
4 papers
From Node2Vec to GPT-based GraphRAG: scientific impact prediction across graph and language models
Adilson Vital, Filipi N. Silva, Diego R. Amancio
Identifying which newly published scientific papers are likely to become highly cited is important for prioritizing research attention, supporting editorial decisions, and guiding…
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…
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…