Abstract
In 2009, the Brazilian Computer Society (SBC) gathered to stipulate the great challenges of computing in Brazil with perspectives to 2020. One of the appointed challenges was "how to increase our capacity to extract relevant information from data streams". One of the most attractive subareas of data streams mining is clustering, as it does not require a specialist to supervise every data …