• Comparison of machine learning techniques to handle imbalanced COVID-19 CBC datasets 

      Dorn, Márcio; Grisci, Bruno Iochins; Narloch, Pedro Henrique; Feltes, Bruno César; Ávila, Eduardo Muller; Kahmann, Alessandro; Alho, Clarice Sampaio (2021) [Artigo de periódico]
      The Coronavirus pandemic caused by the novel SARS-CoV-2 has significantly impacted human health and the economy, especially in countries struggling with financial resources for medical testing and treatment, such as Brazil’s ...
    • Dual-season comparison of OBIA and pixel-based approaches for coastal wetland classification 

      Simioni, João Paulo Delapasse; Guasselli, Laurindo Antônio (2024) [Artigo de periódico]
      Mapping and classifying Coastal Wetlands is important for their conservation. The study aimed to apply Object-Based Image Analysis (OBIA) and pixel-based approaches to answer the questions: (1) which approach is more ...