Concepedia

Rodrigo G. F. Soares

RG

11

Publications

400

Citations

10

H-Index

2006

Active since

Affiliations

Universidade Federal do Rio Grande do Norte(Current)

Universidade Federal Rural de Pernambuco

Universidade Federal de Pernambuco

University of Birmingham

Southern University of Science and Technology

Rodrigo G. F. Soares is an author at Universidade Federal do Rio Grande do Norte specializing in engineering, data science, and pattern recognition.

Top concepts

EngineeringData ScienceData MiningComputer ScienceKnowledge DiscoveryPattern RecognitionMachine LearningPredictive AnalyticsStatisticsEnsemble Methods

Publications per year

2006–2021

11

Publications

11

Ranking and selecting clustering algorithms using a meta-learning approach

Marcílio C. P. de Souto, Ricardo B. C. Prudêncio, Rodrigo G. F. Soares et al. · 2008 · 94 citations

Meta-learning Approach, Novel Framework, Engineering +15

Semisupervised Classification With Cluster Regularization

Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao · IEEE Transactions on Neural Networks and Learning Systems · 2012 · 55 citations

Engineering, Machine Learning, Regularization Term +17

Using Accuracy and Diversity to Select Classifiers to Build Ensembles

Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto et al. · The 2006 IEEE International Joint Conference on Neural Network Proceedings · 2006 · 54 citations

Artificial Intelligence, Engineering, Machine Learning +18

Comparative study on normalization procedures for cluster analysis of gene expression datasets

Marcílio C. P. de Souto, Daniel Araújo, Ivan G. Costa et al. · 2008 · 48 citations

Engineering, Cluster Analysis, Gene Recognition +23

A Dynamic Classifier Selection Method to Build Ensembles using Accuracy and Diversity

Alixandre Santana, Rodrigo G. F. Soares, Anne P Canuto et al. · 2006 · 37 citations

Engineering, Machine Learning, Feature Selection +16

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