509 citations · 2.7k across the 76 of their papers we have counts for
8 papers · 1 filter
Associations between author-level metrics in subsequent time periods
Ana C. M. Brito, Filipi N. Silva, Diego R. Amancio
Understanding the dynamics of authors is relevant to predict and quantify performance in science. While the relationship between recent and future citation counts is well-known, ma…
Language Networks: a Practical Approach
Jorge A. V. Tohalino, Diego R. Amancio
This manuscript provides a short and practical introduction to the topic of language networks. This text aims at assisting researchers with no practical experience in text and/or n…
A comparative analysis of knowledge acquisition performance in complex networks
Lucas Guerreiro, Filipi N. Silva, Diego R. Amancio
Discovery processes have been an important topic in the network science field. The exploration of nodes can be understood as the knowledge acquisition process taking place in the n…
Analyzing the relationship between text features and research proposal productivity
Jorge A. V. Tohalino, Laura V. C. Quispe, Diego R. Amancio
Predicting the output of research grants is of considerable relevance to research funding bodies, scientific entities and government agencies. In this study, we investigate whether…
Classification of abrupt changes along viewing profiles of scientific articles
Ana C. M. Brito, Filipi N. Silva, Henrique F. de Arruda +3
With the expansion of electronic publishing, a new dynamics of scientific articles dissemination was initiated. Nowadays, many works are widely disseminated even before publication…
Using word embeddings to improve the discriminability of co-occurrence text networks
Laura V. C. Quispe, Jorge A. V. Tohalino, Diego R. Amancio
Word co-occurrence networks have been employed to analyze texts both in the practical and theoretical scenarios. Despite the relative success in several applications, traditional c…