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Laio Oriel Seman
Laio Oriel Seman
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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
862018
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
842022
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
762022
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
652021
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
642022
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
602021
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
482023
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
442021
Physics-informed neural nets for control of dynamical systems
EA Antonelo, E Camponogara, LO Seman, JP Jordanou, ER de Souza, ...
Neurocomputing 579, 127419, 2024
432024
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
402018
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
392023
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
382022
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
352021
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
342023
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
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
322023
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
292020
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
282024
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
282023
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
272020
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