Rodrigo C. Barros - Concepedia

Author

Rodrigo C. Barros

Pontifícia Universidade Católica do Rio Grande do Sul ORCID

Also Known As

Barros, Rodrigo C., Barros, Rodrigo Coelho, R. Barros, R. C. Barros, Renata Cristina da Conceição Barros, Rodrigo Barros, Rodrigo C Barros, Rodrigo C. Barros, Rodrigo Coelho Barros

159

Publications

3.7K

Citations

H-Index

103

Concepts

All Affiliations

Pontifícia Universidade Católica do Rio Grande do Sul Universidade de São Paulo Universidade Federal de São Paulo University of Kent Universidade Federal de São Carlos

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	27	46	2.1K
2	Management	6	6	184
3	Language Studies	5	5	224
4	Health Sciences	3	3	72
5	Business	1	1	31

Rodrigo C. Barros

Publications

2.5K

Citations

H-Index

Page 1

	Year	Citations
A Survey of Evolutionary Algorithms for Decision-Tree Induction Rodrigo C. Barros, Márcio P. Basgalupp, André C. P. L. F. de Carvalho, IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) Artificial IntelligenceEngineeringMachine LearningEvolutionary AlgorithmsIntelligent Systems	2011	344
Hierarchical Multi-Label Classification Networks Jônatas Wehrmann, Rodrigo C. Barros, Ricardo Cerri International Conference on Machine Learning Network ScienceMachine LearningData ScienceEngineeringAutomatic Classification	2018	141
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
Reduction strategies for hierarchical multi-label classification in protein function prediction Ricardo Cerri, Rodrigo C. Barros, André C. P. L. F. de Carvalho, BMC Bioinformatics	2016	116
Adult content detection in videos with convolutional and recurrent neural networks Jônatas Wehrmann, Gabriel S. Simões, Rodrigo C. Barros, Neurocomputing Image AnalysisMachine LearningEngineeringPattern RecognitionAdult Content Detection	2017	112
A character-based convolutional neural network for language-agnostic Twitter sentiment analysis Jônatas Wehrmann, Willian Becker, Henry E. L. Cagnini, EngineeringMachine LearningCross-lingual RepresentationMultimodal Sentiment AnalysisCorpus Linguistics	2017	110
Movie genre classification with Convolutional Neural Networks Gabriel S. Simoes, Jônatas Wehrmann, Rodrigo C. Barros, Movie ClassificationConvolutional Neural NetworkMachine VisionMachine LearningData Science	2016	90
Movie genre classification: A multi-label approach based on convolutions through time Jônatas Wehrmann, Rodrigo C. Barros Applied Soft Computing Multiple Instance LearningEngineeringMachine LearningData ScienceMusic Classification	2017	88
Adaptive Cross-Modal Embeddings for Image-Text Alignment Jônatas Wehrmann, Camila Kolling, Rodrigo C. Barros Proceedings of the AAAI Conference on Artificial Intelligence Natural Language ProcessingMultimodal LlmImage AnalysisMachine LearningEngineering	2020	84
Evolutionary Design of Decision-Tree Algorithms Tailored to Microarray Gene Expression Data Sets Rodrigo C. Barros, Márcio P. Basgalupp, Alex A. Freitas, IEEE Transactions on Evolutionary Computation Artificial IntelligenceDecision-tree Induction AlgorithmsDecision-tree Algorithms TailoredMachine LearningEngineering	2014	73

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