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Topological Signature of 19th Century Novelists: Persistent Homology in Text Mining

Topological Data Analysis (TDA) refers to a collection of methods that find the structure of shapes in data. Although recently, TDA methods have been used in many areas of data mining, it has not been widely applied to text mining tasks. In most text processing algorithms, the order in which differe...

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Principais autores: Shafie Gholizadeh, Armin Seyeditabari, Wlodek Zadrozny
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2018-10-01
coleção:Big Data and Cognitive Computing
Assuntos:
topological data analysis
text mining
computational topology
style
persistent homology
Acesso em linha:http://www.mdpi.com/2504-2289/2/4/33
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