Rebalancing Learning on Evolving Data Streams

Alessio Bernardo, Emanuele Della Valle, Albert Bifet

Nowadays, every device connected to the Internet generates an ever-growing stream of data (formally, unbounded). Machine Learning on unbounded data streams is a grand challenge due…