Multi-Source Transfer Learning for Non-Stationary Environments

Honghui Du, Leandro L. Minku, Huiyu Zhou

In data stream mining, predictive models typically suffer drops in predictive performance due to concept drift. As enough data representing the new concept must be collected for th…