Browsing by Author "Li, Mi"

Now showing items 1-2 of 2

  • 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 ...

Mi Li has 3 co-authors in Research Commons.