5thWorkshop on Advances in High-Dimensional Big Data,

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We would like to invite you to submit your work at the

5thWorkshop on Advances in High-Dimensional Big Data,

which is co-located with the IEEEBig Data 2020.



                                  Now Taking Place Virtually

                                       December 10-13, 2020

*** SUBMISSION DEADLINE of Workshops: OCTOBER 16, 2020 ***



Call for Papers

The purpose of this workshop is to highlight novel research addressing high dimensionality and at the same time bringing in contact prominent researchers and practitioners in the particular aspect of big data analysis. The dual keynote talks from both the academia and the industry emphasizes the importance of bridging the gap between state-of-the-art research and practical applications.


The topics of this workshop are:

  • Large p/small n problems
  • Supervised/unsupervised/semi-supervised dimensionality reduction
  • Large-scale network analysis
  • Data clustering
  • Random projections for big data
  • High-dimensional data streams
  • Manifold learning for big data
  • Kernel-based approaches for big data
  • Non-negative matrix factorization for big data
  • Big data applications involving high dimensionality
  • Big Biomedical data mining

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