Browsing by Author "Coulson, Guy"

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  • 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 (2021)
    Data collected over time often exhibit changes in distribution, or concept drift, caused by changes in factors relevant to the classification task, e.g. weather conditions. Incorporating all relevant factors into the model ...