Nearest neighbors distance ratio open-set classifier PR Mendes Júnior, RM de Souza, RO Werneck, BV Stein, DV Pazinato, ... Machine Learning 106 (3), 359–386, 2017 | 289 | 2017 |
Data-driven deep-learning forecasting for oil production and pressure RO Werneck, R Prates, R Moura, MM Goncalves, M Castro, ... Journal of Petroleum Science and Engineering 210, 2022 | 55 | 2022 |
Pixel-level tissue classification for ultrasound images DV Pazinato, BV Stein, WR de Almeida, RO Werneck, PR Mendes Júnior, ... IEEE Journal of Biomedical and Health Informatics 20 (1), 256–267, 2016 | 45 | 2016 |
An In-Depth Study on Open-Set Camera Model Identification PR Mendes Júnior, L Bondi, P Bestagini, S Tubaro, A Rocha IEEE Access 7, 180713–180726, 2019 | 34 | 2019 |
Specialized Support Vector Machines for open-set recognition PR Mendes Júnior, TE Boult, J Wainer, A Rocha arXiv preprint arXiv:1606.03802, 2016 | 31 | 2016 |
Towards an automatic vehicle access control system: License plate location PR Mendes Júnior, JMR Neves, AI Tavares, D Menotti IEEE International Conference on Systems, Man, and Cybernetics, 2916–2921, 2011 | 28 | 2011 |
Data-Fusion Techniques for Open-Set Recognition Problems MAC Neira, PR Mendes Júnior, A Rocha, RDS Torres IEEE Access 6, 21242–21265, 2018 | 26 | 2018 |
Open-Set Support Vector Machines PR Mendes Júnior, TE Boult, J Wainer, A Rocha IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (6), 3785–3798, 2021 | 25 | 2021 |
Mid-level image representations for real-time heart view plane classification of echocardiograms OAB Penatti, RO Werneck, WR de Almeida, BV Stein, DV Pazinato, ... Computers in Biology and Medicine 66, 66–81, 2015 | 23 | 2015 |
Time series causal relationships discovery through feature importance and ensemble models M Castro, PR Mendes Júnior, A Soriano-Vargas, R de Oliveira Werneck, ... Scientific Reports 13 (1), 11402, 2023 | 12 | 2023 |
A complete system for fingerprint authentication using Delaunay triangulation PR Mendes Júnior, AC de Nazare-Junior, D Menotti Reconhecimento de Padroes, DECOM UFOP, 1-7, 2010 | 11* | 2010 |
Method for multiclass classification in open-set scenarios and uses thereof PR Mendes Júnior, RM de Souza, RO Werneck, BV Stein, DV Pazinato, ... US Patent 10,133,988, 2018 | 7 | 2018 |
Multimedia Geocoding: The RECOD 2014 Approach LT Li, OAB Penatti, J Almeida, G Chiachia, RT Calumby, ... MediaEval, 2014 | 7 | 2014 |
RECOD@ Placing Task of MediaEval 2015. LT Li, JAV Muñoz, J Almeida, RT Calumby, OAB Penatti, ÍC Dourado, ... MediaEval, 2015 | 6 | 2015 |
Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experiments RO Werneck, WR de Almeida, BV Stein, DV Pazinato, PR Mendes Júnior, ... Future Generation Computer Systems 78 (1), 59–76, 2017 | 5* | 2017 |
A New Hybrid Data-Driven and Model-Based Methodology for Improved Short-Term Production Forecasting VHS Ferreira, M Castro, R Moura, RO Werneck, MF Zampieri, ... Offshore Technology Conference, D041S049R007, 2023 | 4 | 2023 |
A PRNU-Based Method to Expose Video Device Compositions in Open-Set Setups PR Mendes Júnior, L Bondi, P Bestagini, A Rocha, S Tubaro IEEE International Conference on Image Processing (ICIP), 96–100, 2019 | 3 | 2019 |
Rock-type classification: A (critical) machine-learning perspective PRM Júnior, S Salavati, OC Linares, MM Gonçalves, MF Zampieri, ... Computers & Geosciences, 105730, 2024 | | 2024 |
A multi-modal approach for mixed-frequency time series forecasting LL Filho, R de Oliveira Werneck, M Castro, P Ribeiro Mendes Júnior, ... Neural Computing and Applications, 1-25, 2024 | | 2024 |
Watch the Reservoir! Improving Short-Term Production Forecast Through Transformers R Werneck, LA Lusquino Filho, A Lustosa, A Loomba, MM Gonçalves, ... SPE Europec featured at EAGE Conference and Exhibition?, D031S016R002, 2024 | | 2024 |