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Theoretical Computer Science and General Issues

Latent Variable Analysis and Signal Separation

13th International Conference, LVA/ICA 2017, Grenoble, France, February 21-23, 2017, Proceedings

Editors: Tichavsky, P., Babaie-Zadeh, M., Michel J.J., O., Thirion-Moreau, N. (Eds.)

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About this book

This book constitutes the proceedings of the 13th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2017, held in Grenoble, France, in Feburary 2017. The 53 papers presented in this volume were carefully reviewed and selected from 60 submissions. They were organized in topical sections named: tensor approaches; from source positions to room properties: learning methods for audio scene geometry estimation; tensors and audio; audio signal processing; theoretical developments; physics and bio signal processing; latent variable analysis in observation sciences; ICA theory and applications; and sparsity-aware signal processing. 

Table of contents (53 chapters)

Table of contents (53 chapters)
  • Higher-Order Block Term Decomposition for Spatially Folded fMRI Data

    Pages 3-15

    Chatzichristos, Christos (et al.)

  • Modeling Parallel Wiener-Hammerstein Systems Using Tensor Decomposition of Volterra Kernels

    Pages 16-25

    Dreesen, Philippe (et al.)

  • Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations

    Pages 26-35

    Dorffer, Clément (et al.)

  • Blind Source Separation of Single Channel Mixture Using Tensorization and Tensor Diagonalization

    Pages 36-46

    Phan, Anh-Huy (et al.)

  • High-Resolution Subspace-Based Methods: Eigenvalue- or Eigenvector-Based Estimation?

    Pages 47-56

    Usevich, Konstantin (et al.)

Buy this book

eBook $79.99
price for USA in USD
  • ISBN 978-3-319-53547-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-319-53546-3
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • 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
13th International Conference, LVA/ICA 2017, Grenoble, France, February 21-23, 2017, Proceedings
Editors
  • Petr Tichavsky
  • Massoud Babaie-Zadeh
  • Olivier Michel J.J.
  • Nadège Thirion-Moreau
Series Title
Theoretical Computer Science and General Issues
Series Volume
10169
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-53547-0
DOI
10.1007/978-3-319-53547-0
Softcover ISBN
978-3-319-53546-3
Edition Number
1
Number of Pages
XVI, 576
Number of Illustrations
174 b/w illustrations
Topics

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