52 citations · 69 across the 6 of their papers we have counts for
4 papers · 1 filter
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…
High Level Pattern Classification via Tourist Walks in Networks
Thiago Christiano Silva, Liang Zhao
Complex networks refer to large-scale graphs with nontrivial connection patterns. The salient and interesting features that the complex network study offer in comparison to graph t…
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…
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…