| Designing architectures of convolutional neural networks to solve practical problems MD Ferreira, DC Corrêa, LG Nonato, RF de Mello Expert Systems with Applications 94, 205-217, 2018 | 32 | 2018 |
| Similarity graph: Visual exploration of song collections J Ono, D Corrêa, M Ferreira, R Mello, LG Nonato SIBGRAPI; IEEE, Institute of Electrical and Electronics Engineers United …, 2015 | 13 | 2015 |
| Senti-covid19: An interactive visual analytics system for detecting public sentiment and insights regarding COVID-19 from social media X Yu, MD Ferreira, FV Paulovich IEEE Access 9, 126684-126697, 2021 | 7 | 2021 |
| Providing theoretical learning guarantees to deep learning networks RF de Mello, MD Ferreira, MA Ponti arXiv preprint arXiv:1711.10292, 2017 | 7 | 2017 |
| Theoretical learning guarantees applied to acoustic modeling CD Shulby, MD Ferreira, RF de Mello, SM Aluisio Journal of the Brazilian Computer Society 25, 1-12, 2019 | 4 | 2019 |
| Acoustic modeling using a shallow CNN-HTSVM architecture CD Shulby, MD Ferreira, RF de Mello, SM Aluisio 2017 Brazilian Conference on Intelligent Systems (BRACIS), 85-90, 2017 | 4 | 2017 |
| Robust phoneme recognition with little data CD Shulby, MD Ferreira, RF Mello, SM Aluisio Proceedings, 2019 | 3 | 2019 |
| Unfolding collective AIS transmission behavior for vessel movement modeling on irregular timing data using noise-robust neural networks G Spadon, MD Ferreira, A Soares, S Matwin arXiv preprint arXiv:2202.13867, 2022 | 2 | 2022 |
| Time complexity evaluation of cover song identification algorithms MD Ferreira, RF de Mello Applied Acoustics 175, 107777, 2021 | 2 | 2021 |
| Explainable patterns: Going from findings to insights to support data analytics democratization L Christino, MD Ferreira, A Jalilvand, FV Paulovich arXiv e-prints, arXiv: 2101.08655, 2021 | 2 | 2021 |
| On accuracy and time processing evaluation of cover song identification systems MD Ferreira, DC Corrêa, MA Grivet, GT dos Santos, RF de Mello, ... Journal of New Music Research 45 (4), 333-342, 2016 | 2 | 2016 |
| A novel machine learning approach to analyzing geospatial vessel patterns using AIS data MD Ferreira, JNA Campbell, S Matwin GIScience & Remote Sensing 59 (1), 1473-1490, 2022 | 1 | 2022 |
| A Semi-Supervised Methodology for Fishing Activity Detection Using the Geometry behind the Trajectory of Multiple Vessels MD Ferreira, G Spadon, A Soares, S Matwin Sensors 22 (16), 6063, 2022 | 1 | 2022 |
| Unfolding AIS transmission behavior for vessel movement modeling on noisy data leveraging machine learning G Spadon, MD Ferreira, A Soares, S Matwin IEEE Access, 2022 | 1 | 2022 |
| Neural network training fingerprint: visual analytics of the training process in classification neural networks MD Ferreira, GD Cantareira, RF de Mello, FV Paulovich Journal of Visualization, 1-20, 2022 | 1 | 2022 |
| Active learning for medical code assignment MD Ferreira, M Malyska, N Sahar, R Miotto, F Paulovich, E Milios arXiv preprint arXiv:2104.05741, 2021 | 1 | 2021 |
| Assessing compression algorithms to improve the efficiency of clustering analysis on AIS vessel trajectories MD Ferreira, J Campbell, E Purney, A Soares, S Matwin International Journal of Geographical Information Science, 1-24, 2023 | | 2023 |
| SGORNN: Combining scalar gates and orthogonal constraints in recurrent networks W Taylor-Melanson, MD Ferreira, S Matwin Neural Networks 159, 25-33, 2023 | | 2023 |
| Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series L Christino, MD Ferreira, FV Paulovich Information 13 (8), 368, 2022 | | 2022 |
| A semi-supervised geometric-driven methodology for supervised fishing activity detection on multi-source AIS tracking messages MD Ferreira, G Spadon, A Soares, S Matwin arXiv preprint arXiv:2207.05514, 2022 | | 2022 |
Rodrigo Fernandes de MelloItaú Unibanco SAVerified email at itau-unibanco.com.br
