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20112026
most citedPrincipal Component Analysis: A Natural Approach to Data Exploration

509 citations · 2.7k across the 76 of their papers we have counts for

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12 papers · 1 filter

physics.soc-ph2016★ 9 cited

Complex systems: features, similarity and connectivity

Cesar H. Comin, Thomas K. DM. Peron, Filipi N. Silva +3

The increasing interest in complex networks research has been a consequence of several intrinsic features of this area, such as the generality of the approach to represent and mode…

physics.soc-ph2013★ 14 cited

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…

physics.soc-ph2013★ 70 cited

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…

physics.soc-ph2013★ 41 cited

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…

physics.soc-ph2013★ 37 cited

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…

physics.soc-ph2013★ 52 cited

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…