no code implementations • 25 Jul 2017 • Shujian Yu, Zubin Abraham, Heng Wang, Mohak Shah, Yantao Wei, José C. Príncipe
A fundamental issue for statistical classification models in a streaming environment is that the joint distribution between predictor and response variables changes over time (a phenomenon also known as concept drifts), such that their classification performance deteriorates dramatically.
1 code implementation • 4 Apr 2015 • Heng Wang, Zubin Abraham
Common statistical prediction models often require and assume stationarity in the data.