| 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 | 117 | 2022 |
| 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 | 98 | 2022 |
| 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 | 94 | 2024 |
| Physics-informed neural nets for control of dynamical systems EA Antonelo, E Camponogara, LO Seman, JP Jordanou, ER de Souza, ... Neurocomputing 579, 127419, 2024 | 90 | 2024 |
| 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 | 88 | 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 | 84 | 2023 |
| 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 | 82 | 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 | 81 | 2023 |
| 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 | 68 | 2022 |
| 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 | 67 | 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 | 61 | 2023 |
| 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 | 61 | 2021 |
| 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 | 53 | 2021 |
| Enhancing wind speed forecasting through synergy of machine learning, singular spectral analysis, and variational mode decomposition SR Moreno, LO Seman, SF Stefenon, L dos Santos Coelho, VC Mariani Energy 292, 130493, 2024 | 52 | 2024 |
| 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 | 52 | 2023 |
| Video-based human activity recognition using deep learning approaches GAS Surek, LO Seman, SF Stefenon, VC Mariani, LS Coelho Sensors 23 (14), 6384, 2023 | 45 | 2023 |
| 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 | 43 | 2018 |
| 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 | 42 | 2021 |
| 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 | 41 | 2022 |
| Structure optimization of ensemble learning methods and seasonal decomposition approaches to energy price forecasting in Latin America: A case study about Mexico ACR Klaar, SF Stefenon, LO Seman, VC Mariani, LS Coelho Energies 16 (7), 3184, 2023 | 39 | 2023 |
Eduardo CamponogaraProfessor of Automation and Systems Engineering, Federal University of Santa CatarinaEmail confirmado em ufsc.br