Combining Embeddings and Fuzzy Time Series for High-Dimensional Time Series Forecasting in Internet of Energy Applications. - Hugo Vinicius Bitencourt; Luiz Augusto Facury de Souza; Matheus Cascalho dos Santos; Petrônio Cândido de Lima e Silva; Frederico Gadelha Guimarães (CoRR, 2021)

An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications. - Hugo Vinicius Bitencourt; Omid Orang; Luiz Augusto Facury de Souza; Petrônio C. L. Silva; Frederico Gadelha Guimarães (Neural Comput. Appl., 2023)

Dense Self-Supervised Learning for Medical Image Segmentation. - Maxime Seince; Loïc Le Folgoc; Luiz Augusto Facury de Souza; Elsa D. Angelini (MIDL, 2024)

Multiple-Input-Multiple-Output Randomized Fuzzy Cognitive Map Method for High-Dimensional Time Series Forecasting. - Omid Orang; Hugo Vinicius Bitencourt; Luiz Augusto Facury de Souza; Patrícia de Oliveira e Lucas; Petrônio C. L. Silva; Frederico Gadelha Guimarães (IEEE Trans. Fuzzy Syst., 2024)