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publications
A semi-supervised convolutional neural network based on subspace representation for image classification
Published in EURASIP Journal on Image and Video Processing, 2020
Recommended citation: Gatto, B.B., Souza, L.S., dos Santos, E.M. et al. A semi-supervised convolutional neural network based on subspace representation for image classification. J Image Video Proc. 2020, 22 (2020). https://doi.org/10.1186/s13640-020-00507-5 https://doi.org/10.1186/s13640-020-00507-5
Fukunaga-Koontz Convolutional Network with Applications on Character Classification
Published in Neural Processing Letters, 2020
Recommended citation: Gatto, B.B., dos Santos, E.M., Fukui, K. et al. Fukunaga–Koontz Convolutional Network with Applications on Character Classification. Neural Process Lett 52, 443–465 (2020). https://doi.org/10.1007/s11063-020-10244-5. https://doi.org/10.1007/s11063-020-10244-5
Piecewise linear approximations for hydropower production function applied on the hydrothermal unit commitment problem
Published in International Journal of Electrical Power and Energy Systems, 2022
In this paper we propose different piecewise-linear formulations and improvements on the convex hull formulations for the hydropower production function consisting in plant-based models.
Recommended citation: Santos, K.V, and Finardi, E. C. Piecewise linear approximations for hydropower production function applied on the hydrothermal unit commitment problem. International Journal of Electrical Power and Energy Systems, vol. 135, 2022, 107464. https://doi.org/10.1016/j.ijepes.2021.107464 https://doi.org/10.1016/j.ijepes.2021.107464
Accelerated dual dynamic integer programming applied to short-term power generation scheduling
Published in International Journal of Electrical Power and Energy Systems, 2023
In this paper we apply the dual dynamic integer programming (DDiP) to find solutions in the short-term power generation scheduling problem. Several improvements are presented to the DDiP, such as multiperiod strategies and overlapping.
Recommended citation: Santos, K.V, and Colonetti, B., and Finardi, E. C., and Zavala, V. M. Accelerated dual dynamic integer programming applied to short-term power generation scheduling. International Journal of Electrical Power and Energy Systems, vol. 145, 2023, 108689. https://doi.org/10.1016/j.ijepes.2022.108689 https://doi.org/10.1016/j.ijepes.2022.108689
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Undergraduate
Undergraduate course, Federal University of Amazonas, Department of Oil and Gas, 2025
Currently, I am teaching the following courses at undergraduates courses (Oil and Gas Engineering).
Graduate Courses
Graduate Courses, Federal University of Amazonas, Faculty of Technology, 2025
Currently, I am teaching the following courses at graduate courses (Electrical Engineering).