Concepedia

George D. C. Cavalcanti

GD

Statistics

Publications

81

Citations

3.8K

H-Index

33

Active since

2004

Affiliations

Universidade Federal de Pernambuco(Current)

École de Technologie Supérieure

Universidade de Pernambuco

Université du Québec à Montréal

Universidade Federal Rural de Pernambuco

George D. C. Cavalcanti is an author at Universidade Federal de Pernambuco specializing in engineering, machine learning, and data mining.

Top concepts

EngineeringPattern RecognitionData ScienceMachine LearningData MiningComputer ScienceKnowledge DiscoveryImage AnalysisComputer VisionPredictive Analytics

Publications per year

2004–2024

81

Publications

81

Dynamic classifier selection: Recent advances and perspectives

Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti · Information Fusion · 2017 · 409 citations

Dynamic Classifier Selection, Data Classification, Engineering +9

Assessing sentence scoring techniques for extractive text summarization

Rafael Ferreira, Luciano Cabral, Rafael Dueire Lins et al. · Expert Systems with Applications · 2013 · 316 citations

Natural Language Processing, Extractive Text Summarization, Engineering +9

The choice of scaling technique matters for classification performance

Lucas Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz · Applied Soft Computing · 2022 · 291 citations · Full text

Data Classification, Classification Method, Engineering +8

META-DES: A dynamic ensemble selection framework using meta-learning

Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti et al. · Pattern Recognition · 2014 · 236 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +8

A study on combining dynamic selection and data preprocessing for imbalance learning

Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin et al. · Neurocomputing · 2018 · 113 citations

Data Classification, Engineering, Machine Learning +11

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