Abstract
Concept change detection, a well-known theme in Data Stream Mining, aims to identify changes in the properties of data. Although many algorithms exist to detect concept changes, to the best of our knowledge, there are no formalizations that support the hypothesis that changes in models, induced from data streams, truly correspond to changes in data concepts. From this observation and in a…