Rodrigo C. Barros
Rodrigo C. Barros
Director of Research at Teia Labs, Associate Professor at PUCRS
Zweryfikowany adres z pucrs.br
Tytuł
Cytowane przez
Cytowane przez
Rok
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
530*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
3372012
Hierarchical multi-label classification networks
J Wehrmann, R Cerri, R Barros
International Conference on Machine Learning, 5075-5084, 2018
1162018
Automatic Design of Decision-Tree Induction Algorithms
RC Barros, ACPLF Carvalho, AA Freitas
Springer 1, 176, 2015
110*2015
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
1092014
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
1002017
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling
CS Perone, P Ballester, RC Barros, J Cohen-Adad
NeuroImage 194, 1-11, 2019
982019
Adult content detection in videos with convolutional and recurrent neural networks
J Wehrmann, GS Simões, RC Barros, VF Cavalcante
Neurocomputing 272, 432-438, 2018
742018
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
722016
Reduction strategies for hierarchical multi-label classification in protein function prediction
R Cerri, RC Barros, AC de Carvalho, Y Jin
BMC bioinformatics 17 (1), 1-24, 2016
622016
Movie genre classification: A multi-label approach based on convolutions through time
J Wehrmann, RC Barros
Applied Soft Computing 61, 973-982, 2017
572017
Evolutionary model trees for handling continuous classes in machine learning
RC Barros, DD Ruiz, MP Basgalupp
Information Sciences 181 (5), 954-971, 2011
522011
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
512014
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
492011
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification
EHP Pooch, PL Ballester, RC Barros
arXiv preprint arXiv:1909.01940, 2019
41*2019
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
392009
Bidirectional retrieval made simple
J Wehrmann, RC Barros
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
382018
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
372013
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
372013
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
372009
Nie można teraz wykonać tej operacji. Spróbuj ponownie później.
Prace 1–20