Browsing by Author "Sun Jimeng"

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Browsing by Author "Sun Jimeng"

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  • Bayesian Tensor Approach for 3-D Face Modeling 
    Tao Dacheng; Song Mingli; Li Xuelong; Shen Jialie; Sun Jimeng; Wu Xindong; Faloutsos Christos; Maybank Stephen (IEEE-Inst Electrical Electronics Engineers Inc, 2008)
    Effectively modeling a collection of three-dimensional (3-D) faces is an important task in various applications, especially facial expression-driven ones, e.g., expression generation, retargeting, and synthesis. These 3-D ...
  • Beyond Streams and Graphs Dynamic Tensor Analysis 
    Sun Jimeng; Tao Dacheng; Faloutsos Christos (ACM Press, 2006)
    How do we find patterns in author-keyword associations, evolving over time? Or in DataCubes, with product-branchcustomer sales information? Matrix decompositions, like principal component analysis (PCA) and variants, are ...
  • Incremental Tensor Analysis: Theory and Applications 
    Sun Jimeng; Tao Dacheng; Papadimitriou Spiros; Yu Philip; Faloutsos Christos (Association for Computing Machinery, Inc., 2008)
    How do we find patterns in author-keyword associations, evolving over time? Or in data cubes (tensors), with product-branchcustomer sales information? And more generally, how to summarize high-order data cubes (tensors)? ...
  • Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria 
    Tao Dacheng; Sun Jimeng; Wu Xindong; Li Xuelong; Shen Jialie; Maybank Stephen; Faloutsos Christos (Springer-Verlag Berlin / Heidelberg, 2008)
    From data mining to computer vision, from visual surveillance to biometrics research, from biomedical imaging to bioinformatics, and from multimedia retrieval to information management, a large amount of data are naturally ...