Browsing by Author "Wang, Xinchao"

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Browsing by Author "Wang, Xinchao"

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  • Wang, Xinchao; Tao, Dacheng; Li, Zhu (Elsevier Science Bv, 2010)
    Least square regression (LSR) is popular in pattern classification. Compared against other matrix factorization based methods, it is simple yet efficient. However LSR, ignores unlabeled samples in the training stage, so ...
  • Wang, Xinchao; Bian, Wei; Tao, Dacheng (IEEE, 2013)
    Images are usually represented by features from multiple views, e.g., color and texture. In image classification, the goal is to fuse all the multi-view features in a reasonable manner and achieve satisfactory classification ...
  • Wang, Xinchao; Li, Zhu; Tao, Dacheng (IEEE-inst Electrical Electronics Engineers Inc, 2011)
    Conventional linear subspace learning methods like principal component analysis (PCA), linear discriminant analysis (LDA) derive subspaces from the whole data set. These approaches have limitations in the sense that they ...