Theoretical Computer Science and General Issues

Latent Variable Analysis and Signal Separation

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

Editors: Theis, F., Cichocki, A., Yeredor, A., Zibulevsky, M. (Eds.)

Free Preview
  • Up-to-date results
  • Fast track conference proceedings
  • State-of-the-art report
see more benefits

Buy this book

eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-642-28551-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.00
price for USA in USD
  • ISBN 978-3-642-28550-9
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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 March 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.

Table of contents (65 chapters)

Table of contents (65 chapters)
  • Block Component Analysis, a New Concept for Blind Source Separation

    Lathauwer, Lieven

    Pages 1-8

  • Partially Linear Estimation with Application to Image Deblurring Using Blurred/Noisy Image Pairs

    Michaeli, Tomer (et al.)

    Pages 9-16

  • Causal Discovery for Linear Non-Gaussian Acyclic Models in the Presence of Latent Gaussian Confounders

    Chen, Zhitang (et al.)

    Pages 17-24

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

    Haufe, Stefan (et al.)

    Pages 25-33

  • Online PLCA for Real-Time Semi-supervised Source Separation

    Duan, Zhiyao (et al.)

    Pages 34-41

Buy this book

eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-642-28551-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.00
price for USA in USD
  • ISBN 978-3-642-28550-9
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Latent Variable Analysis and Signal Separation
Book Subtitle
10th International Conference, LVA/ICA 2012, Tel Aviv, Israel, March 12-15, 2012, Proceedings
Editors
  • Fabian Theis
  • Andrzej Cichocki
  • Arie Yeredor
  • Michael Zibulevsky
Series Title
Theoretical Computer Science and General Issues
Series Volume
7191
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag GmbH Berlin Heidelberg
eBook ISBN
978-3-642-28551-6
DOI
10.1007/978-3-642-28551-6
Softcover ISBN
978-3-642-28550-9
Edition Number
1
Number of Pages
XVI, 538
Number of Illustrations
130 b/w illustrations
Topics