Browsing by Author "Xie, Bo"

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Browsing by Author "Xie, Bo"

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  • Xie, Bo; Mu, Yang; Tao, Dacheng (Springer, 2010)
    In many real world applications, different features (or multiview data) can be obtained and how to duly utilize them in dimension reduction is a challenge. Simply concatenating them into a long vector is not appropriate ...
  • Xie, Bo; Song, Mingli; Mu, Yang; Tao, Dacheng (Springer, 2010)
    Image retrieval on large-scale datasets is challenging. Current indexing schemes, such as k-d tree, suffer from the a??curse of dimensionalitya? . In addition, there is no principled approach to integrate various features ...
  • Xie, Bo; Wang, Meng; Tao, Dacheng (IEEE-Inst Electrical Electronics Engineers Inc, 2011)
    Abstract?Normalized graph Laplacian has been widely used in many practical machine learning algorithms, e.g., spectral clustering and semisupervised learning. However, all of them use the Euclidean distance to construct ...