Convolutional neural network applied to detect electricity theft: A comparative study on unbalanced data handling techniques J Pereira, F Saraiva International Journal of Electrical Power & Energy Systems 131, 107085, 2021 | 54 | 2021 |
A comparative analysis of unbalanced data handling techniques for machine learning algorithms to electricity theft detection J Pereira, F Saraiva 2020 IEEE congress on evolutionary computation (CEC), 1-8, 2020 | 43 | 2020 |
A framework for classification of non-linear loads in smart grids using Artificial Neural Networks and Multi-Agent Systems FO Saraiva, WMS Bernardes, EN Asada Neurocomputing 170, 328-338, 2015 | 38 | 2015 |
Evaluation of convolutional neural network architectures for chart image classification P Chagas, R Akiyama, A Meiguins, C Santos, F Saraiva, B Meiguins, ... 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 37 | 2018 |
Coletando dados sobre o Capitalismo de Vigilância nas instituições públicas do ensino superior do Brasil LR Cruz, FO Saraiva, T Amiel LAVITS, 2019 | 17 | 2019 |
From one to hundreds: multi-licensing in the JavaScript ecosystem JP Moraes, I Polato, I Wiese, F Saraiva, G Pinto Empirical Software Engineering 26 (3), 39, 2021 | 15 | 2021 |
Multi-agent systems applied to topological reconfiguration of smart power distribution systems F de Oliveira Saraiva, EN Asada 2014 International Joint Conference on Neural Networks (IJCNN), 2812-2819, 2014 | 12 | 2014 |
Multi-agent systems applied to power loss minimization in distribution-level smart grid with dynamic load variation F Saraiva, L Nordström, E Asada 2017 IEEE Congress on Evolutionary Computation (CEC), 217-224, 2017 | 11 | 2017 |
Estruturas Pré-Moldadas no Mundo. Aplicações e Comportamento Estrutural C Chastre, V Lúcio, AV Acker, B Crisp, D Gutstein, F Saraiva, Í Doniak, ... Fundação da Faculdade de Ciência e Tecnologias da Universidade NOVA de Lisboa, 2024 | 9 | 2024 |
A comparison of crossover operators in genetic algorithms for switch allocation problem in power distribution systems R Pinho, F Saraiva 2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2020 | 7 | 2020 |
Principled evaluation of strengths and weaknesses in floss communities: a systematic mixed methods maturity model approach S Andrade, F Saraiva Open Source Systems: Towards Robust Practices: 13th IFIP WG 2.13 …, 2017 | 7 | 2017 |
A fuzzy system applied to photovoltaic generator management aimed to reduce electricity bill M Sousa, F Saraiva Progress in Artificial Intelligence: 19th EPIA Conference on Artificial …, 2019 | 6 | 2019 |
Mapping surveillance capitalism in south american higher education T Amiel, F Saraiva, LR Cruz, P Gonsales Universidad de Extremadura, Departamento de Ciencias de la Educación, 2023 | 5 | 2023 |
Aplicações híbridas entre sistemas multiagentes e técnicas de inteligência artificial para redes inteligentes de distribuição de energia elétrica FO Saraiva Universidade de São Paulo, 2015 | 4 | 2015 |
Aplicação de sistemas multiagentes para gerenciamento de sistemas de distribuição tipo Smart Grids FO Saraiva Universidade de São Paulo, 2012 | 4 | 2012 |
A reactive multi-agent system for self-healing in smart distribution grids I Campos, F Saraiva 2021 IEEE Congress on Evolutionary Computation (CEC), 209-216, 2021 | 3 | 2021 |
Application of artificial neural networks for discrimination of nonlinear loads AP Mazzini, WMS Bernardes, FM Vasconcelos, FO Saraiva, EN Asada 2013 IEEE PES Conference on Innovative Smart Grid Technologies Latin America …, 2013 | 3 | 2013 |
Reactive multi-agent system applied to self-healing in Smart Grids IR da Costa Campos, F Saraiva Revista de Informática Teórica e Aplicada 27 (2), 127-139, 2020 | 2 | 2020 |
Distribution system NC Koutsoukis, PS Georgilakis, ND Hatziargyriou, O Mohammed, ... Applications of Modern Heuristic Optimization Methods in Power and Energy …, 2020 | 2 | 2020 |
Artificial neural network applied to prediction of electricity generated by Grid connected photovoltaic systems FM Vasconcelos, FO Saraiva, WMS Bernardes, AP Mazzini, MP Almeida 2013 IEEE PES Conference on Innovative Smart Grid Technologies Latin America …, 2013 | 2 | 2013 |