Concepedia

Ellen Souza

ES

5

Publications

86

Citations

5

H-Index

2016

Active since

Affiliations

Universidade Federal Rural de Pernambuco(Current)

Universidade Federal de Pernambuco

Ellen Souza is an author at Universidade Federal Rural de Pernambuco specializing in text mining, engineering, and language studies.

Top concepts

LanguageEngineeringText MiningData ScienceLinguisticsContent AnalysisCorpus LinguisticsMachine TranslationComputational LinguisticsNatural Language Processing

Publications per year

2016–2021

5

Publications

5

Smoothed n-gram based models for tweet language identification: A case study of the Brazilian and European Portuguese national varieties

Dayvid Castro, Ellen Souza, Douglas Vitório et al. · Applied Soft Computing · 2017 · 24 citations

Natural Language Processing, Engineering, Data Science +14

Swarm optimization clustering methods for opinion mining

Ellen Souza, Diego P. dos Santos, Gustavo Henrique Ferreira de Miranda Oliveira et al. · Natural Computing · 2018 · 20 citations

Document Clustering, Computational Social Science, Swarm Optimization +9

Characterising text mining: a systematic mapping review of the Portuguese language

Ellen Souza, D. G. C. Costa, Dayvid Castro et al. · IET Software · 2017 · 17 citations

Discriminating between Brazilian and European Portuguese National Varieties on Twitter Texts

Dayvid Castro, Ellen Souza, Adriano L. I. Oliveira · 2016 · 15 citations

Engineering, Social Medium Monitoring, Variety (Linguistics) +21

Assessing the Impact of Stemming Algorithms Applied to Brazilian Legislative Documents Retrieval

Ellen Souza, Gyovana Moriyama, Douglas Vitório et al. · 2021 · 10 citations · Full text

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