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Theoretical Computer Science and General Issues

Latent Variable Analysis and Signal Separation

12th International Conference, LVA/ICA 2015, Liberec, Czech Republic, August 25-28, 2015, Proceedings

Editors: Vincent, E., Yeredor, A., Koldovsky, Z., Tichavský, P. (Eds.)

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eBook $59.99
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  • ISBN 978-3-319-22482-4
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Softcover $79.99
price for USA in USD
  • ISBN 978-3-319-22481-7
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About this book

This book constitutes the proceedings of the 12th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICS 2015, held in Liberec, Czech Republic, in August 2015. The 61 revised full papers presented – 29 accepted as oral presentations and 32 accepted as poster presentations – were carefully reviewed and selected from numerous submissions. Five special topics are addressed: tensor-based methods for blind signal separation; deep neural networks for supervised speech separation/enhancement; joined analysis of multiple datasets, data fusion, and related topics; advances in nonlinear blind source separation; sparse and low rank modeling for acoustic signal processing.

Table of contents (61 chapters)

Table of contents (61 chapters)
  • Stochastic and Deterministic Tensorization for Blind Signal Separation

    Pages 3-13

    Debals, Otto (et al.)

  • Block-Decoupling Multivariate Polynomials Using the Tensor Block-Term Decomposition

    Pages 14-21

    Dreesen, Philippe (et al.)

  • A Polynomial Formulation for Joint Decomposition of Symmetric Tensors of Different Orders

    Pages 22-30

    Comon, Pierre (et al.)

  • Rank Splitting for CANDECOMP/PARAFAC

    Pages 31-40

    Phan, Anh-Huy (et al.)

  • Some Rank Conditions for the Identifiability of the Sparse Paralind Model

    Pages 41-48

    Miron, Sebastian (et al.)

Buy this book

eBook $59.99
price for USA in USD (gross)
  • ISBN 978-3-319-22482-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $79.99
price for USA in USD
  • ISBN 978-3-319-22481-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Latent Variable Analysis and Signal Separation
Book Subtitle
12th International Conference, LVA/ICA 2015, Liberec, Czech Republic, August 25-28, 2015, Proceedings
Editors
  • Emmanuel Vincent
  • Arie Yeredor
  • Zbynel Koldovsky
  • Petr Tichavský
Series Title
Theoretical Computer Science and General Issues
Series Volume
9237
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-22482-4
DOI
10.1007/978-3-319-22482-4
Softcover ISBN
978-3-319-22481-7
Edition Number
1
Number of Pages
XVI, 532
Number of Illustrations
128 b/w illustrations
Topics