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Laio Oriel Seman
Laio Oriel Seman
Dirección de correo verificada de gos.ufsc.br - Página principal
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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
1152022
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
982022
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
912018
Physics-informed neural nets for control of dynamical systems
EA Antonelo, E Camponogara, LO Seman, JP Jordanou, ER de Souza, ...
Neurocomputing 579, 127419, 2024
882024
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
852024
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
822021
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
802023
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
752023
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
702022
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
632023
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
622021
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
572023
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
522021
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
462024
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
462023
Video-based human activity recognition using deep learning approaches
GAS Surek, LO Seman, SF Stefenon, VC Mariani, LS Coelho
Sensors 23 (14), 6384, 2023
422023
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
422018
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
402022
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
392021
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
342022
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