Concepedia

Sérgio Canuto

SC

17

Publications

576

Citations

15

H-Index

2013

Active since

Affiliations

Universidade Federal de Minas Gerais(Current)

Universidade Federal de Goiás

Federal University of São João del-Rei

Instituto Federal de Goiás

Universidade Federal do Rio Grande do Sul

Sérgio Canuto is an author at Universidade Federal de Minas Gerais specializing in engineering, knowledge discovery, and text mining.

Top concepts

EngineeringKnowledge DiscoveryText MiningData ScienceInformation RetrievalNatural Language ProcessingMachine LearningLanguageLinguisticsCorpus Linguistics

Publications per year

2013–2021

17

Publications

17

On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study

Washington Cunha, Vítor Mangaravite, Christian Gomes et al. · Information Processing & Management · 2021 · 86 citations

Natural Language Processing, Classification Method, Cognitive Science +14

Ranked batch-mode active learning

Thiago N. C. Cardoso, Rodrigo M. Silva, Sérgio Canuto et al. · Information Sciences · 2016 · 77 citations

Artificial Intelligence, Batch-mode Active Learning, Ranking Algorithm +9

Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis

Sérgio Canuto, Marcos André Gonçalves, Fabrício Benevenuto · 2016 · 60 citations

Engineering, Document Polarity, Multimodal Sentiment Analysis +20

Felipe Viegas, Sérgio Canuto, Christian Gomes et al. · 2019 · 56 citations

Engineering, Topic Modeling, Semantic Web +17

Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling

Washington Cunha, Sérgio Canuto, Felipe Viegas et al. · Information Processing & Management · 2020 · 55 citations

Natural Language Processing, Classification Method, Engineering +14

Rows per page

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