Mohammad Abu-Shaira

SCCM: Stream cruise control method for automated drift detection and adaptation

Real-world datasets often exhibit evolving distributions, known as concept drift. Ignoring drift degrades predictive performance, while reliance on fixed hyperparameters further limits model adaptability under changing conditions. Adaptive learning addresses this challenge by continuously updating models online, allowi...