Rodrigo Coelho Barros
Rodrigo Coelho Barros
Director of Research at Teia Labs, Associate Professor at PUCRS
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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
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
Hierarchical multi-label classification networks
J Wehrmann, R Cerri, RC Barros
International Conference on Machine Learning (ICML), 5075-5084, 2018
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling
CS Perone, P Ballester, RC Barros, J Cohen-Adad
NeuroImage 194, 1-11, 2019
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
Automatic Design of Decision-Tree Induction Algorithms
RC Barros, ACPLF Carvalho, AA Freitas
Springer 1, 176, 2015
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
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
Adult content detection in videos with convolutional and recurrent neural networks
J Wehrmann, GS Simões, RC Barros, VF Cavalcante
Neurocomputing 272, 432-438, 2018
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
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
Movie genre classification: A multi-label approach based on convolutions through time
J Wehrmann, RC Barros
Applied Soft Computing 61, 973-982, 2017
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
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
Evolutionary model trees for handling continuous classes in machine learning
RC Barros, DD Ruiz, MP Basgalupp
Information Sciences 181 (5), 954-971, 2011
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
Language-agnostic visual-semantic embeddings
J Wehrmann, DM Souza, MA Lopes, RC Barros
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
Clustering molecular dynamics trajectories for optimizing docking experiments
RD Paris, CV Quevedo, DD Ruiz, ON Souza, RC Barros
Computational intelligence and neuroscience 2015, 32-32, 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
Hybrid activity and plan recognition for video streams
R Granada, RF Pereira, J Monteiro, RC Barros, D Ruiz, F Meneguzzi
The 2017 AAAI Workshop on Plan, Activity, and Intent Recognition, 54-59, 2017
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