| Deep rectifier neural network applied to the accident identification problem in a PWR nuclear power plant MC dos Santos, VHC Pinheiro, FSM do Desterro, RK de Avellar, R Schirru, ... Annals of Nuclear Energy 133, 400-408, 2019 | 53 | 2019 |
| Nuclear Power Plant accident identification system with “don’t know” response capability: Novel deep learning-based approaches VHC Pinheiro, MC dos Santos, FSM do Desterro, R Schirru, ... Annals of nuclear energy 137, 107111, 2020 | 33 | 2020 |
| Genetic programming applied to the identification of accidents of a PWR nuclear power plant VHC Pinheiro, R Schirru Annals of Nuclear Energy 124, 335-341, 2019 | 31 | 2019 |
| Toward automated machine learning-based hyperspectral image analysis in crop yield and biomass estimation KY Li, R Sampaio de Lima, NG Burnside, E Vahtmäe, T Kutser, K Sepp, ... Remote Sensing 14 (5), 1114, 2022 | 27 | 2022 |
| An automated machine learning framework in unmanned aircraft systems: new insights into agricultural management practices recognition approaches KY Li, NG Burnside, RS de Lima, MV Peciña, K Sepp, VH Cabral Pinheiro, ... Remote Sensing 13 (16), 3190, 2021 | 16 | 2021 |
| Deep neural networks for estimation of temperature values for thermal ageing evaluation of nuclear power plant equipment A dos Santos Nicolau, VHC Pinheiro, R Schirru, MC da Silva, AS de Mello, ... Progress in Nuclear Energy 156, 104542, 2023 | 7 | 2023 |
| Determination of alarm templates for decision support in nuclear power plants alarm floods using evolutionary computation R Schirru, M Schirru, MVB Junior, A dos Santos Nicolau, AMM de Lima, ... Progress in Nuclear Energy 123, 103308, 2020 | 7 | 2020 |
| Identification of Postulated Accidents of a PWR Nuclear Power Plant Using Deep Autoencoders. MC SANTOS, FSM DESTERRO, VHC PINHEIRO, R SCHIRRU, ... International Nuclear Atlantic Conference – INAC, 2019 | 4 | 2019 |
| Preliminary Investigation on the Application of Autoencoder Neural Networks to Enhance Differentiation Amongst Hardly Separable Patterns for Nuclear Accident Classification. FSM DESTERRO, MC SANTOS, VHC PINHEIRO, R SCHIRRU, ... International Nuclear Atlantic Conference - INAC, 2019 | 2 | 2019 |
| Programação genética aplicada à identificação de acidentes de uma usina nuclear PWR VHC Pinheiro Universidade Federal do Rio de Janeiro, 2018 | 2 | 2018 |
| Prediction of LOCA’s break size and location based on random forest and Multi Tasking Deep Neural Network FSM Desterro, VHC Pinheiro, CMNA Pereira, R Schirru Nuclear Engineering and Design 415, 112711, 2023 | 1 | 2023 |
| Redes neurais de aprendizado profundo aplicadas a problemas complexos da engenharia nuclear VHC Pinheiro Doctoral Thesis. COPPE/UFRJ Rio de Janeiro, Brazil, 2020 | 1 | 2020 |
| Alert Diagnostic System: SDA AS Nicolau, MC dos Santos, VHC Pinheiro, FSM do Desterro, R Schirru, ... Application of Expert Systems-Theoretical and Practical Aspects, 2018 | 1 | 2018 |
| Caracterização físico-química de carbeto de silício, estado da arte VHC Pinheiro CETEM/MCTI, 2007 | 1 | 2007 |
| An Automated Machine Learning Framework in Unmanned Aircraft Systems: New Insights into Agricultural Management Practices Recognition Approaches L Kai-Yun, NG Burnside, RS de Lima, MV Peciña, K Sepp, VHC Pinheiro, ... Remote Sensing 13 (16), 3190, 2021 | | 2021 |
| Alert Diagnostic System: SDA A dos Santos Nicolau, MC dos Santos, VHC Pinheiro, FSM do Desterro, ... Application of Expert Systems-Theoretical and Practical Aspects, 2019 | | 2019 |
| MEDIÇÃO DA POTÊNCIA SONORA EMITIDA POR ÔNIBUS VHC Pinheiro UNIVERSIDADE FEDERAL DO RIO DE JANEIRO, 2014 | | 2014 |
| Modelling of an Expert System for the Reactivity Control of a Pwr Nuclear Reactor IB Baptista, AMM Lima, VHC Pinheiro, R Schirru | | |
