509 citations · 2.7k across the 76 of their papers we have counts for
15 papers · 1 filter
Topological-collaborative approach for disambiguating authors' names in collaborative networks
Diego R. Amancio, Osvaldo N. Oliveira, Luciano da F. Costa
Concepts and methods of complex networks have been employed to uncover patterns in a myriad of complex systems. Unfortunately, the relevance and significance of these patterns stro…
A systematic comparison of supervised classifiers
D. R. Amancio, C. H. Comin, D. Casanova +4
Pattern recognition techniques have been employed in a myriad of industrial, medical, commercial and academic applications. To tackle such a diversity of data, many techniques have…
Robustness of community structure to node removal
Diego R. Amancio, Osvaldo N. Oliveira, Luciano da F. Costa
The identification of modular structures is essential for characterizing real networks formed by a mesoscopic level of organization where clusters contain nodes with a high interna…
Discriminating word senses with tourist walks in complex networks
Thiago C. Silva, Diego R. Amancio
Patterns of topological arrangement are widely used for both animal and human brains in the learning process. Nevertheless, automatic learning techniques frequently overlook these…
Structure-semantics interplay in complex networks and its effects on the predictability of similarity in texts
Diego R. Amancio, Osvaldo N. Oliveira, Luciano da F. Costa
There are different ways to define similarity for grouping similar texts into clusters, as the concept of similarity may depend on the purpose of the task. For instance, in topic e…
Probing the statistical properties of unknown texts: application to the Voynich Manuscript
Diego R. Amancio, Eduardo G. Altmann, Diego Rybski +2
While the use of statistical physics methods to analyze large corpora has been useful to unveil many patterns in texts, no comprehensive investigation has been performed investigat…