Shengxiang Yang

Classification in Dynamic Data Streams With a Scarcity of Labels

2021 · IEEE Transactions on Knowledge and Data Engineering

Ensemble techniques are a powerful method for recognising and reacting to changes in non-stationary data. However, most researches into dynamic classification with ensembles assume that the true class label of each incoming point is available …