Time series forecasting using ensemble learning methods for emergency prevention in hydroelectric power plants with dam SF Stefenon, MHDM Ribeiro, A Nied, KC Yow, VC Mariani, ... Electric Power Systems Research 202, 107584, 2022 | 84 | 2022 |
On the students' perceptions of the knowledge formation when submitted to a Project-Based Learning environment using web applications LO Seman, R Hausmann, EA Bezerra Computers & Education 117, 16-30, 2018 | 81 | 2018 |
The role of entrepreneurial orientation, organizational learning capability and service innovation in organizational performance G Gomes, LO Seman, AC Berndt, N Bogoni Revista de Gestão 29 (1), 39-54, 2022 | 74 | 2022 |
Hybrid wavelet stacking ensemble model for insulators contamination forecasting SF Stefenon, MHDM Ribeiro, A Nied, VC Mariani, LDS Coelho, ... IEEE Access 9, 66387-66397, 2021 | 65 | 2021 |
Echo state network applied for classification of medium voltage insulators SF Stefenon, LO Seman, NFS Neto, LH Meyer, A Nied, KC Yow International Journal of Electrical Power & Energy Systems 134, 107336, 2022 | 64 | 2022 |
A study of multilayer perceptron networks applied to classification of ceramic insulators using ultrasound NF Sopelsa Neto, SF Stefenon, LH Meyer, R Bruns, A Nied, LO Seman, ... Applied Sciences 11 (4), 1592, 2021 | 59 | 2021 |
Aggregating prophet and seasonal trend decomposition for time series forecasting of Italian electricity spot prices SF Stefenon, LO Seman, VC Mariani, LS Coelho Energies 16 (3), 1371, 2023 | 47 | 2023 |
Service innovation through transformational leadership, work-life balance, and organisational learning capability G Gomes, LO Seman, LJ De Montreuil Carmona Technology Analysis & Strategic Management 33 (4), 365-378, 2021 | 42 | 2021 |
Physics-informed neural nets for control of dynamical systems EA Antonelo, E Camponogara, LO Seman, JP Jordanou, ER de Souza, ... Neurocomputing 579, 127419, 2024 | 41 | 2024 |
Real-time integrated holding and priority control strategy for transit systems LA Koehler, LO Seman, W Kraus, E Camponogara IEEE Transactions on Intelligent Transportation Systems 20 (9), 3459-3469, 2018 | 40 | 2018 |
Wavelet-Seq2Seq-LSTM with attention for time series forecasting of level of dams in hydroelectric power plants SF Stefenon, LO Seman, LS Aquino, L dos Santos Coelho Energy 274, 127350, 2023 | 39 | 2023 |
Long short-term memory stacking model to predict the number of cases and deaths caused by COVID-19 F Fernandes, SF Stefenon, LO Seman, A Nied, FCS Ferreira, MCM Subtil, ... Journal of Intelligent & Fuzzy Systems 42 (6), 6221-6234, 2022 | 38 | 2022 |
Optimal design of electrical power distribution grid spacers using finite element method SF Stefenon, LO Seman, BA Pavan, RG Ovejero, VRQ Leithardt IET Generation, Transmission & Distribution 16 (9), 1865-1876, 2022 | 34 | 2022 |
Task scheduling for optimal power management and quality-of-service assurance in CubeSats CA Rigo, LO Seman, E Camponogara, E Morsch Filho, EA Bezerra Acta Astronautica 179, 550-560, 2021 | 34 | 2021 |
Ensemble learning methods using the Hodrick–Prescott filter for fault forecasting in insulators of the electrical power grids LO Seman, SF Stefenon, VC Mariani, L dos Santos Coelho International Journal of Electrical Power & Energy Systems 152, 109269, 2023 | 32 | 2023 |
Optimized EWT-Seq2Seq-LSTM with attention mechanism to insulators fault prediction ACR Klaar, SF Stefenon, LO Seman, VC Mariani, LS Coelho Sensors 23 (6), 3202, 2023 | 32 | 2023 |
Electric field evaluation using the finite element method and proxy models for the design of stator slots in a permanent magnet synchronous motor S Frizzo Stefenon, LO Seman, C Schutel Furtado Neto, A Nied, ... Electronics 9 (11), 1975, 2020 | 29 | 2020 |
Machine fault detection using a hybrid CNN-LSTM attention-based model A Borré, LO Seman, E Camponogara, SF Stefenon, VC Mariani, ... Sensors 23 (9), 4512, 2023 | 28 | 2023 |
A critical embedded system challenge: The FloripaSat-1 mission GM Marcelino, S Vega-Martinez, LO Seman, LK Slongo, EA Bezerra IEEE Latin America Transactions 18 (02), 249-256, 2020 | 27 | 2020 |
Optimized hybrid ensemble learning approaches applied to very short-term load forecasting MY Junior, RZ Freire, LO Seman, SF Stefenon, VC Mariani, ... International Journal of Electrical Power & Energy Systems 155, 109579, 2024 | 26 | 2024 |