Abstract
Data Streams are data sources of undefined size, potentially infinite, that can generate examples with statistical distribution that changes over time. Such characteristics pose additional challenges to the creation and use of knowledge extraction algorithms, what prevents the direct use of traditional machine learning algorithms. In order to extract useful knowledge in dynamic environmen…