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Can the adaptive detection algorithm be effective for change detection and how does it perform with large datasets?
Thus, Experiment I and Experiment II are conducted to answer the following two questions: (1) Will the proposed incremental sliding-window be more suitable than the fixed-length sliding-window for long-term machine monitoring? (2) Can the adaptive detection algorithm be effective for change detection and how does it perform with large datasets? .
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