DRASiW is an extension of the WiSARD Weightless Neural Network (WNN) model with the capability of storing the frequencies of seen patterns during the training phase in an internal …
Machine Learning is commonly used to support decision-making in numerous, diverse contexts. Its usefulness in this regard is unquestionable: there are complex systems built on …
Learning from data streams can only be realized by systems which are not only effective but also efficient. That is, knowledge discovery in this context is impossible without being aware …
1.1 Motivação Nos últimos anos, empresas e governos em todo o mundo têm participado de uma rápida transição de valores comerciais: de ativos tangíveis para o conceito de …