Analyzing and repairing concept drift adaptation in data stream classification - Halstead, Ben; Koh, Yun Sing; Riddle, Patricia; Pears, Russel; Pechenizkiy, Mykola; Bifet, Albert; Olivares, Gustavo; Coulson, Guy (Machine learning, 2022)
Keywords: Adaptation; Air quality; Algorithms; Artificial Intelligence; Classification; Computer Science; Control; Data transmission; Drift; Errors; Machine Learning; Mechatronics; Natural Language Processing (NLP); Robotics; Simulation and Modeling; Special Issue: Foundations of Data Science; Weather; Concept drift; Recurring concepts; Data stream classification