“…The model was trained, and after that, an optimization of the input parameters was performed using the particle swarm optimization algorithm. In the second work, de Campos Souza et al [18] presents a fuzzy-based system to extract fuzzy rules from historical data. They applied their system to a rainfall forecasting, specifically for temperature and average rainfall indices.…”