| Irregularity detection on low tension electric installations by neural network ensembles C Muniz, K Figueiredo, M Vellasco, G Chavez, M Pacheco 2009 International Joint Conference on Neural Networks, 2176-2182, 2009 | 56 | 2009 |
| Location of faults generating short-duration voltage variations in distribution systems regions from records captured at one point and decomposed into damped sinusoids L Lovisolo, JA Moor Neto, K Figueiredo, L de Menezes Laporte, ... IET Generation, Transmission & Distribution 6 (12), 1225-1234, 2012 | 39 | 2012 |
| A Neuro-fuzzy System for Fraud Detection in Electricity Distribution. C Muniz, MMBR Vellasco, R Tanscheit, K Figueiredo IFSA/EUSFLAT Conf., 1096-1101, 2009 | 38 | 2009 |
| A portable fuzzy driver drowsiness estimation system A Celecia, K Figueiredo, M Vellasco, R González Sensors 20 (15), 4093, 2020 | 32 | 2020 |
| An evaluation framework for user experience using eye tracking, mouse tracking, keyboard input, and artificial intelligence: A case study KES Souza, IL Aviz, HD Mello, K Figueiredo, MMBR Vellasco, FAR Costa, ... International Journal of Human–Computer Interaction 38 (7), 646-660, 2022 | 30 | 2022 |
| Explainable artificial intelligence for COVID-19 diagnosis through blood test variables LM Thimoteo, MM Vellasco, J Amaral, K Figueiredo, CL Yokoyama, ... Journal of Control, Automation and Electrical Systems 33 (2), 625-644, 2022 | 29 | 2022 |
| Echo state networks: novel reservoir selection and hyperparameter optimization model for time series forecasting CH Valencia, MMBR Vellasco, K Figueiredo Neurocomputing 545, 126317, 2023 | 23 | 2023 |
| Intelligent multiagent coordination based on reinforcement hierarchical neuro-fuzzy models LF Mendoza, M Vellasco, K Figueiredo International Journal of Neural Systems 24 (08), 1450031, 2014 | 23 | 2014 |
| Design and development of an autonomous mobile robot for inspection of soy and cotton crops WS Barbosa, AIS Oliveira, GBP Barbosa, AC Leite, KT Figueiredo, ... 2019 12th International Conference on Developments in eSystems Engineering …, 2019 | 22 | 2019 |
| Hybrid model based on genetic algorithms and neural networks to forecast tax collection: application using endogenous and exogenous variables W Ticona, K Figueiredo, M Vellasco 2017 IEEE XXIV International Conference on Electronics, Electrical …, 2017 | 16 | 2017 |
| SimProxy decision support system: a neural network proxy applied to reservoir and surface integrated optimization M Kohler, M Vellasco, E Silva, K Figueiredo IEEE Systems Journal 14 (4), 5111-5120, 2020 | 14 | 2020 |
| Modelo de previsão de vazão com informação de precipitação utilizando redes neurais K Figueiredo, CRH Barbosa, AVA Cruz, M Vellasco, MAC Pacheco, ... Revista Brasileira de Recursos Hídricos 12 (3), 69-82, 2007 | 13 | 2007 |
| Unsupervised machine learning applied to seismic interpretation: Towards an unsupervised automated interpretation tool A Celecia, K Figueiredo, C Rodriguez, M Vellasco, E Maldonado, ... Sensors 21 (19), 6347, 2021 | 12 | 2021 |
| Redes neurais na identificaçao de perdas comerciais do setor elétrico GVC Ortega Rio de Janeiro, 2008 | 12 | 2008 |
| Reinforcement learning/spl I. bar/hierarchical neuro-fuzzy politree model for control of autonomous agents K Figueiredo, M Vellasco, M Pacheco, F Souza Fourth International Conference on Hybrid Intelligent Systems (HIS'04), 130-135, 2004 | 12 | 2004 |
| Machine learning applied to COVID-19: a review of the initial pandemic period LY Mano, AM Torres, AG Morales, CCP Cruz, FH Cardoso, SH Alves, ... International Journal of Computational Intelligence Systems 16 (1), 73, 2023 | 10 | 2023 |
| Hierarchical neuro-fuzzy models based on reinforcement learning for autonomous agents K Figueiredo, M Vellasco, M Pacheco, FJD Souza Int. J. Innov. Comput. Inf. Control 10 (4), 1471-1494, 2014 | 10 | 2014 |
| Hierarchical neuro-fuzzy models based on reinforcement learning for intelligent agents K Figueiredo, M Vellasco, MA Pacheco International Work-Conference on Artificial Neural Networks, 424-432, 2005 | 10 | 2005 |
| Interpretable machine learning for COVID-19 diagnosis through clinical variables LM Thimoteo, MM Vellasco, JM do Amaral, K Figueiredo, CL Yokoyama, ... Congresso Brasileiro de Automática-CBA 2 (1), 2020 | 9 | 2020 |
| Resource optimization for elective surgical procedures using quantum-inspired genetic algorithms R González, M Vellasco, K Figueiredo Proceedings of the Genetic and Evolutionary Computation Conference, 777-786, 2019 | 9 | 2019 |
Marley VellascoPontifícia Universidade Católica do Rio de JaneiroVerified email at ele.puc-rio.br