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  • Conference proceedings
  • © 2012

Latent Variable Analysis and Signal Separation

10th International Conference, LVA/ICA 2012, Tel Aviv, Israel, March 12-15, 2012, Proceedings

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7191)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Conference series link(s): LVA/ICA: International Conference on Latent Variable Analysis and Signal Separation

Conference proceedings info: LVA/ICA 2012.

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  • ISBN: 978-3-642-28551-6
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Table of contents (65 papers)

  1. Front Matter

  2. General LVA/ICA Theory, Methods and Extensions

    1. Alleviating the Influence of Weak Data Asymmetries on Granger-Causal Analyses

      • Stefan Haufe, Vadim V. Nikulin, Guido Nolte
      Pages 25-33
    2. Online PLCA for Real-Time Semi-supervised Source Separation

      • Zhiyao Duan, Gautham J. Mysore, Paris Smaragdis
      Pages 34-41
    3. Algebraic Solutions to Complex Blind Source Separation

      • Hao Shen, Martin Kleinsteuber
      Pages 74-81
    4. A Canonical Correlation Analysis Based Method for Improving BSS of Two Related Data Sets

      • Juha Karhunen, Tele Hao, Jarkko Ylipaavalniemi
      Pages 91-98
    5. Charrelation Matrix Based ICA

      • Alon Slapak, Arie Yeredor
      Pages 107-114
    6. Contrast Functions for Independent Subspace Analysis

      • Jason A. Palmer, Scott Makeig
      Pages 115-122
    7. Distributional Convergence of Subspace Estimates in FastICA: A Bootstrap Study

      • Jarkko Ylipaavalniemi, Nima Reyhani, Ricardo Vigário
      Pages 123-130
    8. New Online EM Algorithms for General Hidden Markov Models. Application to the SLAM Problem

      • Sylvain Le Corff, Gersende Fort, Eric Moulines
      Pages 131-138
    9. The Role of Whitening for Separation of Synchronous Sources

      • Miguel Almeida, Ricardo Vigário, José Bioucas-Dias
      Pages 139-146

Other Volumes

  1. Latent Variable Analysis and Signal Separation

    10th International Conference, LVA/ICA 2012, Tel Aviv, Israel, March 12-15, 2012. Proceedings

About this book

This book constitutes the proceedings of the 10th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2012, held in Tel Aviv, Israel, in Marchr 2012.
The 20 revised full papers presented together with 42 revised poster papers, 1 keynote lecture, and 2 overview papers for the regular, as well as for the special session were carefully reviewed and selected from numerous submissions. Topics addressed are ranging from theoretical issues such as causality analysis and measures, through novel methods for employing the well-established concepts of sparsity and non-negativity for matrix and tensor factorization, down to a variety of related applications ranging from audio and biomedical signals to precipitation analysis.

Keywords

  • computational imaging
  • content analysis
  • environmental monitoring
  • pattern analysis
  • structural complexity
  • algorithm analysis and problem complexity

Bibliographic Information

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • ISBN: 978-3-642-28551-6
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 109.00
Price excludes VAT (USA)