Joseph Sarnelle

Quantifying the limited and gradual concept drift assumption

2015

Nonstationary environments, where underlying distributions change over time, are becoming increasingly common in real-world applications. A specific example of such an environment is concept drift, where the joint probability distributions of observed data drift over …