3 papers
Electricity Consumption Forecasting: An Approach Using Cooperative Ensemble Learning with SHapley Additive exPlanations
Eduardo Luiz Alba, Gilson Adamczuk Oliveira, Matheus Henrique Dal Molin Ribeiro +1
Electricity expense management presents significant challenges, as this resource is susceptible to various influencing factors. In universities, the demand for this resource is rap…
A Novel Approach for the Counting of Wood Logs Using cGANs and Image Processing Techniques
João VC Mazzochin, Giovani Bernardes Vitor, Gustavo Tiecker +4
This study tackles the challenge of precise wood log counting, where applications of the proposed methodology can span from automated approaches for materials management, surveilla…
Water and Electricity Consumption Forecasting at an Educational Institution using Machine Learning models with Metaheuristic Optimization
Eduardo Luiz Alba, Matheus Henrique Dal Molin Ribeiro, Gilson Adamczuk +2
Educational institutions are essential for economic and social development. Budget cuts in Brazil in recent years have made it difficult to carry out their activities and projects.…