509 citations · 2.7k across the 76 of their papers we have counts for
8 papers · 1 filter
Clustering Algorithms: A Comparative Approach
Mayra Z. Rodriguez, Cesar H. Comin, Dalcimar Casanova +4
Many real-world systems can be studied in terms of pattern recognition tasks, so that proper use (and understanding) of machine learning methods in practical applications becomes e…
Authorship Attribution Based on Life-Like Network Automata
Jeaneth Machicao, Edilson A. Corrêa, Gisele H. B. Miranda +2
The authorship attribution is a problem of considerable practical and technical interest. Several methods have been designed to infer the authorship of disputed documents in multip…
Patterns of authors contribution in scientific manuscripts
Edilson A. Corrêa, Filipi N. Silva, Luciano da F. Costa +1
Science is becoming increasingly more interdisciplinary, giving rise to more diversity in the areas of expertise within research labs and groups. This also have brought changes to…
Text authorship identified using the dynamics of word co-occurrence networks
Camilo Akimushkin, Diego R. Amancio, Osvaldo N. Oliveira
The identification of authorship in disputed documents still requires human expertise, which is now unfeasible for many tasks owing to the large volumes of text and authors in prac…
Authorship attribution via network motifs identification
Vanessa Queiroz Marinho, Graeme Hirst, Diego Raphael Amancio
Concepts and methods of complex networks can be used to analyse texts at their different complexity levels. Examples of natural language processing (NLP) tasks studied via topologi…
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…