Rodrigo C. Barros
Rodrigo C. Barros
Associate Professor, School of Technology (PUCRS)
Verified email at pucrs.br
TitleCited byYear
Data stream clustering: A survey
JG JA Silva, ER Faria, RC Barros, ER Hruschka, AC De Carvalho
ACM Computing Surveys (CSUR) 46 (1), 13, 2013
386*2013
A Survey of Evolutionary Algorithms for Decision-Tree Induction
RC Barros, MP Basgalupp, A de Carvalho, AA Freitas
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and …, 2012
2612012
Hierarchical multi-label classification using local neural networks
R Cerri, RC Barros, AC De Carvalho
Journal of Computer and System Sciences 80 (1), 39-56, 2014
692014
A character-based convolutional neural network for language-agnostic Twitter sentiment analysis
J Wehrmann, W Becker, HEL Cagnini, RC Barros
2017 International Joint Conference on Neural Networks (IJCNN), 2384-2391, 2017
582017
Automatic Design of Decision-Tree Induction Algorithms
RC Barros, ACPLF Carvalho, AA Freitas
Springer 1, 176, 2015
58*2015
A bottom-up oblique decision tree induction algorithm
RC Barros, R Cerri, PA Jaskowiak, A de Carvalho
11th International Conference on Intelligent Systems Design and Applications …, 2011
472011
Evolutionary model trees for handling continuous classes in machine learning
RC Barros, DD Ruiz, MP Basgalupp
Information Sciences 181 (5), 954-971, 2011
472011
Evolutionary Design of Decision-Tree Algorithms Tailored to Microarray Gene Expression Data Sets
RC Barros, MP Basgalupp, AA Freitas, A de Carvalho
IEEE Transactions on Evolutionary Computation 18 (6), 873-892, 2014
372014
Lexicographic multi-objective evolutionary induction of decision trees
MP Basgalupp, AC De Carvalho, RC Barros, DD Ruiz, AA Freitas
International Journal of Bio-Inspired Computation 1 (1-2), 105-117, 2009
342009
Legal-tree: a lexicographic multi-objective genetic algorithm for decision tree induction
MP Basgalupp, RC Barros, AC de Carvalho, AA Freitas, DD Ruiz
Proceedings of the 2009 ACM symposium on Applied Computing, 1085-1090, 2009
332009
Software effort prediction: a hyper-heuristic decision-tree based approach
MP Basgalupp, RC Barros, TS da Silva, AC de Carvalho
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 1109-1116, 2013
322013
Adult content detection in videos with convolutional and recurrent neural networks
J Wehrmann, GS Simões, RC Barros, VF Cavalcante
Neurocomputing 272, 432-438, 2018
312018
Reduction strategies for hierarchical multi-label classification in protein function prediction
R Cerri, RC Barros, AC de Carvalho, Y Jin
BMC bioinformatics 17 (1), 373, 2016
312016
Movie genre classification with convolutional neural networks
GS Simões, J Wehrmann, RC Barros, DD Ruiz
2016 International Joint Conference on Neural Networks (IJCNN), 259-266, 2016
312016
A genetic algorithm for hierarchical multi-label classification
R Cerri, RC Barros, AC de Carvalho
Proceedings of the 27th annual ACM symposium on applied computing, 250-255, 2012
302012
A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms
RC Barros, MP Basgalupp, AC de Carvalho, AA Freitas
Proceedings of the 14th Annual Genetic and Evolutionary Computation …, 2012
292012
Towards the automatic design of decision tree induction algorithms
RC Barros, MP Basgalupp, AC de Carvalho, AA Freitas
Proceedings of the 13th annual conference companion on Genetic and …, 2011
292011
Automatic design of decision-tree algorithms with evolutionary algorithms
RC Barros, MP Basgalupp, AC de Carvalho, AA Freitas
Evolutionary computation 21 (4), 659-684, 2013
282013
Hierarchical multi-label classification networks
J Wehrmann, R Cerri, R Barros
International Conference on Machine Learning, 5075-5084, 2018
222018
Hierarchical classification of gene ontology-based protein functions with neural networks
R Cerri, RC Barros, AC de Carvalho
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
222015
The system can't perform the operation now. Try again later.
Articles 1–20