Browsing by Author "Xie Bo"

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Browsing by Author "Xie Bo"

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  • m-SNE: Multiview Stochastic Neighbor Embedding 
    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 ...
  • Random Projection Tree and Multiview Embedding for Large-scale Image Retrieval 
    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 â¿¿curse of dimensionalityâ¿ . In addition, there is no principled approach to integrate various features ...
  • Toward The Optimization Of Normalized Graph Laplacian 
    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 ...