509 citations · 2.7k across the 76 of their papers we have counts for
5 papers · 2 filters
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…
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…
Representation of texts as complex networks: a mesoscopic approach
Henrique F. de Arruda, Filipi N. Silva, Vanessa Q. Marinho +2
Statistical techniques that analyze texts, referred to as text analytics, have departed from the use of simple word count statistics towards a new paradigm. Text mining now hinges…
Word sense disambiguation: a complex network approach
Edilson A. Correa, Alneu de Andrade Lopes, Diego R. Amancio
In recent years, concepts and methods of complex networks have been employed to tackle the word sense disambiguation (WSD) task by representing words as nodes, which are connected…