Decision support system for the management of electricity consumption contracts for Smart Grids environment using Differential Evolution and Artificial Neural Network. - Daniel Matte Freitas; João Onofre Pereira Pinto; Ruben Barros Godoy; Luigi Galotto; Pedro Eugenio M. J. Ribeiro; Alexandra M. A. C. Pinto (IECON, 2013)

Weed detection in soybean crops using ConvNets. - Alessandro dos Santos Ferreira; Daniel Matte Freitas; Gercina Gonçalves da Silva; Hemerson Pistori; Marcelo Theophilo Folhes (Comput. Electron. Agric., 2017)

Unsupervised deep learning and semi-automatic data labeling in weed discrimination. - Alessandro dos Santos Ferreira; Daniel Matte Freitas; Gercina Gonçalves da Silva; Hemerson Pistori; Marcelo Theophilo Folhes (Comput. Electron. Agric., 2019)

Estimating soybean leaf defoliation using convolutional neural networks and synthetic images. - Lucas Abreu da Silva; Patrik Olã Bressan; Diogo Nunes Gonçalves; Daniel Matte Freitas; Bruno Brandoli Machado; Wesley Nunes Gonçalves (Comput. Electron. Agric., 2019)

Semantic Segmentation with Labeling Uncertainty and Class Imbalance. - Patrik Olã Bressan; José Marcato Junior; José Augusto Correa Martins; Diogo Nunes Gonçalves; Daniel Matte Freitas; Lucas Prado Osco; Jonathan de Andrade Silva; Zhipeng Luo; Jonathan Li 001; Raymundo Cordero Garcia; Wesley Nunes Gonçalves (CoRR, 2021)

Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping. - Patrik Olã Bressan; José Marcato Junior; José Augusto Correa Martins; Maximilian Jaderson de Melo; Diogo Nunes Gonçalves; Daniel Matte Freitas; Ana Paula Marques Ramos; Michelle Taís Garcia Furuya; Lucas Prado Osco; Jonathan de Andrade Silva; Zhipeng Luo; Raymundo Cordero Garcia; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2022)