Rodrigo C. Barros

Publications

2.5K

Citations

H-Index

1997

Active since

Affiliations

Pontifícia Universidade Católica do Rio Grande do Sul(Current)

Universidade de São Paulo

Universidade Federal de São Paulo

University of Kent

Universidade Federal de São Carlos

Rodrigo C. Barros is an author at Pontifícia Universidade Católica do Rio Grande do Sul specializing in engineering, machine learning, and data science.

ORCID

Top concepts

EngineeringMachine LearningData ScienceComputer SciencePattern RecognitionData MiningKnowledge DiscoveryDeep LearningPredictive AnalyticsArtificial Intelligence

Publications per year

1997–2023

Publications

A Survey of Evolutionary Algorithms for Decision-Tree Induction

Rodrigo C. Barros, Márcio P. Basgalupp, André C. P. L. F. de Carvalho et al. · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2011 · 344 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Hierarchical Multi-Label Classification Networks

Jônatas Wehrmann, Rodrigo C. Barros, Ricardo Cerri · International Conference on Machine Learning · 2018 · 141 citations

Network Science, Machine Learning, Data Science +8

Hierarchical multi-label classification using local neural networks

Ricardo Cerri, Rodrigo C. Barros, André C. P. L. F. de Carvalho · Journal of Computer and System Sciences · 2013 · 131 citations

Reduction strategies for hierarchical multi-label classification in protein function prediction

Ricardo Cerri, Rodrigo C. Barros, André C. P. L. F. de Carvalho et al. · BMC Bioinformatics · 2016 · 116 citations · Full text

Adult content detection in videos with convolutional and recurrent neural networks

Jônatas Wehrmann, Gabriel S. Simões, Rodrigo C. Barros et al. · Neurocomputing · 2017 · 112 citations

Image Analysis, Machine Learning, Engineering +11

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