| Weightless neural networks for open set recognition DO Cardoso, J Gama, FMG França Machine Learning 106 (9), 1547-1567, 2017 | 66 | 2017 |
| Financial credit analysis via a clustering weightless neural classifier DO Cardoso, DS Carvalho, DSF Alves, DFP Souza, HCC Carneiro, ... Neurocomputing 183, 70-78, 2016 | 56 | 2016 |
| A bounded neural network for open set recognition DO Cardoso, F França, J Gama 2015 International Joint Conference on Neural Networks (IJCNN), 1-7, 2015 | 41 | 2015 |
| Online evaluation of the Kolmogorov–Smirnov test on arbitrarily large samples DO Cardoso, TD Galeno Journal of Computational Science 67, 101959, 2023 | 28 | 2023 |
| A weightless neural network-based approach for stream data clustering D Cardoso, M De Gregorio, P Lima, J Gama, F França International Conference on Intelligent Data Engineering and Automated …, 2012 | 25 | 2012 |
| Clustering data streams with weightless neural networks. DO Cardoso, PMV Lima, M De Gregorio, J Gama, FMG França ESANN 2011, 19th, 2011 | 23 | 2011 |
| Wcds: A two-phase weightless neural system for data stream clustering DO Cardoso, FMG França, J Gama New Generation Computing 35 (4), 391-416, 2017 | 20 | 2017 |
| Weightless neuro-symbolic GPS trajectory classification R Barbosa, DO Cardoso, D Carvalho, FMG Franca Neurocomputing 298, 100-108, 2018 | 17 | 2018 |
| Motivational factors for patenting: A study of the Brazilian researchers profile CS de Jesus, D de Oliveira Cardoso, CG de Souza World Patent Information 75, 102241, 2023 | 13 | 2023 |
| Credit analysis with a clustering RAM-based neural classifier. DO Cardoso, DS Carvalho, DSF Alves, DFP de Souza, HCC Carneiro, ... ESANN, 2014 | 12 | 2014 |
| Wips: the wisard indoor positioning system DO Cardoso, J Gama, M De Gregorio, FMG Franca, M Giordano, ... | 10 | 2013 |
| Desenvolvimento de um Framework de Aprendizado de Máquina no Apoio a Gateways Científicos Verdes, Inteligentes e Eficientes: BioinfoPortal como Caso de Estudo Brasileiro M Coelho, G Freire, K Ocaña, C Osthoff, M Galheigo, AR Carneiro, F Boito, ... Simpósio em Sistemas Computacionais de Alto Desempenho (SSCAD), 205-216, 2022 | 9 | 2022 |
| Data assimilation by neural network for ocean circulation: parallel implementation HFC Velho, HCM Furtado, SBM Sambatti, CBOF de Barros, MES Welter, ... Supercomputing Frontiers and Innovations 9 (1), 74-86, 2022 | 9 | 2022 |
| Greedy recursive spectral bisection for modularity-bound hierarchical divisive community detection DO Cardoso, JDG da Silva Junior, CS Oliveira, C Marques, LS de Assis Statistics and Computing 34 (4), 145, 2024 | 6 | 2024 |
| Multi-Armed Bandits for Minesweeper: Profiting From Exploration–Exploitation Synergy IQ Lordeiro, DB Haddad, DO Cardoso IEEE Transactions on Games 14 (3), 403-412, 2021 | 6 | 2021 |
| A neuro-symbolic approach to GPS trajectory classification R Barbosa, DO Cardoso, D Carvalho, FM França Proceedings of European Symposium on Artificial Neural Networks, 411-416, 2017 | 6 | 2017 |
| Machine learning regression-based prediction for improving performance and energy consumption in HPC platforms M Coelho, K Ocaña, A Pereira, A Porto, DO Cardoso, A Lorenzon, ... Latin American High Performance Computing Conference, 186-200, 2024 | 5 | 2024 |
| Assuming the best: Towards a reliable protocol for resource usage prediction for high-performance computing based on machine learning AHL Porto, M Coelho, HMGA Rocha, C Osthoff, K Ocana, DO Cardoso Future Generation Computer Systems, 108070, 2025 | 4 | 2025 |
| DynComm: An R Package for Evolving and Dynamic Community Detection in Social Networks RP Sarmento, L Lemos, M Cordeiro, G Rossetti, D Cardoso International Journal of Open Source Software and Processes (IJOSSP) 12 (4 …, 2021 | 4* | 2021 |
| An empirical study of the influence of data structures on the performance of VG-RAM classifiers DSF Alves, DO Cardoso, HCC Carneiro, FMG França, PMV Lima 2013 BRICS Congress on Computational Intelligence and 11th Brazilian …, 2013 | 4 | 2013 |
Felipe M. G. FrançaProfessor of Computer Science and Engineering, Federal University of Rio de JaneiroVerified email at cos.ufrj.br
