Theoretical Computer Science and General Issues

Latent Variable Analysis and Signal Separation

14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings

Editors: Deville, Y., Gannot, S., Mason, R., Plumbley, M.D., Ward, D. (Eds.)

Free Preview

Buy this book

eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-319-93764-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-319-93763-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the proceedings of the 14th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2018, held in  Guildford, UK, in July 2018.The 52 full papers  were carefully reviewed and selected from 62 initial submissions. As research topics the papers encompass a wide range of general mixtures of latent variables models but also theories and tools drawn from a great variety of disciplines such as structured tensor decompositions and applications; matrix and tensor factorizations; ICA methods; nonlinear mixtures; audio data and methods; signal separation evaluation campaign; deep learning and data-driven methods; advances in phase retrieval and applications; sparsity-related methods; and biomedical data and methods.

Table of contents (40 chapters)

Table of contents (40 chapters)
  • Robust Multilinear Decomposition of Low Rank Tensors

    Han, Xu (et al.)

    Pages 3-12

  • Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition

    Fontaine, Mathieu (et al.)

    Pages 13-23

  • Sum Conditioned Poisson Factorization

    Çapan, Gökhan (et al.)

    Pages 24-35

  • Curve Registered Coupled Low Rank Factorization

    Cohen, Jeremy Emile (et al.)

    Pages 36-45

  • Source Analysis and Selection Using Block Term Decomposition in Atrial Fibrillation

    Oliveira, Pedro Marinho R. (et al.)

    Pages 46-56

Buy this book

eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-319-93764-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-319-93763-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Latent Variable Analysis and Signal Separation
Book Subtitle
14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings
Editors
  • Yannick Deville
  • Sharon Gannot
  • Russell Mason
  • Mark D. Plumbley
  • Dominic Ward
Series Title
Theoretical Computer Science and General Issues
Series Volume
10891
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-93764-9
DOI
10.1007/978-3-319-93764-9
Softcover ISBN
978-3-319-93763-2
Edition Number
1
Number of Pages
XVII, 580
Number of Illustrations
150 b/w illustrations
Topics