Browsing School of Computer Science and Informatics by Subject "feature drift"

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Dynamic feature selection for clustering high dimensional data streams

Fahy, Conor; Yang, Shengxiang (Article)

Change in a data stream can occur at the concept level and at the feature level. Change at the feature level can occur if new, additional features appear in the stream or if the importance and relevance of a feature changes ...