60 citations · 360 across the 11 of their papers we have counts for
11 papers
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…
Network-based stochastic competitive learning approach to disambiguation in collaborative networks
Thiago C. Silva, Diego R. Amancio
Many patterns have been uncovered in complex systems through the application of concepts and methodologies of complex networks. Unfortunately, the validity and accuracy of the unve…
On the use of topological features and hierarchical characterization for disambiguating names in collaborative networks
Diego R. Amancio, Osvaldo N. Oliveira, Luciano da F. Costa
Many features of complex systems can now be unveiled by applying statistical physics methods to treat them as social networks. The power of the analysis may be limited, however, by…
Complex networks analysis of language complexity
Diego R. Amancio, Sandra M. Aluisio, Osvaldo N. Oliveira +1
Methods from statistical physics, such as those involving complex networks, have been increasingly used in quantitative analysis of linguistic phenomena. In this paper, we represen…
Word sense disambiguation via high order of learning in complex networks
Thiago C. Silva, Diego R. Amancio
Complex networks have been employed to model many real systems and as a modeling tool in a myriad of applications. In this paper, we use the framework of complex networks to the pr…
Unveiling the relationship between complex networks metrics and word senses
Diego R. Amancio, Osvaldo N. Oliveira, Luciano da F. Costa
The automatic disambiguation of word senses (i.e., the identification of which of the meanings is used in a given context for a word that has multiple meanings) is essential for su…