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Rodrigo Coelho Barros
Rodrigo Coelho Barros
Otros nombresRodrigo C Barros, Rodrigo Barros, RC Barros
Director of Research at Teia Labs, Associate Professor at PUCRS
Dirección de correo verificada de pucrs.br - Página principal
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Año
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
725*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
4622012
Hierarchical multi-label classification networks
J Wehrmann, R Cerri, RC Barros
International Conference on Machine Learning (ICML), 5075-5084, 2018
3702018
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling
CS Perone, P Ballester, RC Barros, J Cohen-Adad
NeuroImage 194, 1-11, 2019
2582019
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
1892014
Automatic Design of Decision-Tree Induction Algorithms
RC Barros, ACPLF Carvalho, AA Freitas
Springer 1, 176, 2015
174*2015
Can we trust deep learning based diagnosis? The impact of domain shift in chest radiograph classification
EHP Pooch, P Ballester, RC Barros
Thoracic Image Analysis: Second International Workshop, TIA 2020, Held in …, 2020
1672020
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
1492017
Adult content detection in videos with convolutional and recurrent neural networks
J Wehrmann, GS Simões, RC Barros, VF Cavalcante
Neurocomputing 272, 432-438, 2018
1342018
Reduction strategies for hierarchical multi-label classification in protein function prediction
R Cerri, RC Barros, AC PLF de Carvalho, Y Jin
BMC bioinformatics 17, 1-24, 2016
1342016
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
1272016
Movie genre classification: A multi-label approach based on convolutions through time
J Wehrmann, RC Barros
Applied Soft Computing 61, 973-982, 2017
1182017
Adaptive cross-modal embeddings for image-text alignment
J Wehrmann, C Kolling, RC Barros
Proceedings of the AAAI conference on artificial intelligence 34 (07), 12313 …, 2020
802020
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
792014
Machine learning and big data analytics in bipolar disorder: a position paper from the International Society for Bipolar Disorders Big Data Task Force
IC Passos, PL Ballester, RC Barros, D Librenza‐Garcia, B Mwangi, ...
Bipolar Disorders 21 (7), 582-594, 2019
702019
Language-agnostic visual-semantic embeddings
J Wehrmann, DM Souza, MA Lopes, RC Barros
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
632019
Evolutionary model trees for handling continuous classes in machine learning
RC Barros, DD Ruiz, MP Basgalupp
Information Sciences 181 (5), 954-971, 2011
602011
Clustering molecular dynamics trajectories for optimizing docking experiments
R De Paris, CV Quevedo, DD Ruiz, O Norberto de Souza, RC Barros
Computational intelligence and neuroscience 2015 (1), 916240, 2015
592015
Fairness in deep learning: A survey on vision and language research
O Parraga, MD More, CM Oliveira, NS Gavenski, LS Kupssinskü, ...
ACM Computing Surveys, 2023
58*2023
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
542011
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