Browsing by Author "Li, Mi"
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Clustering large datasets using cobweb and K-means in tandem Li, Mi; Holmes, Geoffrey; Pfahringer, Bernhard (Springer, Berlin, 2005)This paper presents a single scan algorithm for clustering large datasets based on a two phase process which combines two well known clustering methods. The Cobweb algorithm is modified to produce a balanced tree with ...
Large scale K-means clustering using GPUs Li, Mi; Frank, Eibe; Pfahringer, Bernhard (Springer Science and Business Media LLC, 2022)The k-means algorithm is widely used for clustering, compressing, and summarizing vector data. We present a fast and memory-efficient GPU-based algorithm for exact k-means, Asynchronous Selective Batched K-means (ASB ...
Co-authors for Mi Li
Mi Li has 3 co-authors in Research Commons.