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Latent Variable Analysis and Signal Separation 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings /

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 encompas...

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Corporate Author: SpringerLink (Online service)
Other Authors: Deville, Yannick. (Editor, http://id.loc.gov/vocabulary/relators/edt), Gannot, Sharon. (Editor, http://id.loc.gov/vocabulary/relators/edt), Mason, Russell. (Editor, http://id.loc.gov/vocabulary/relators/edt), Plumbley, Mark D. (Editor, http://id.loc.gov/vocabulary/relators/edt), Ward, Dominic. (Editor, http://id.loc.gov/vocabulary/relators/edt)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
Edition:1st ed. 2018.
Series:Theoretical Computer Science and General Issues ; 10891
Subjects:
Pattern recognition.
Optical data processing.
Artificial intelligence.
Computer simulation.
Numerical analysis.
Computer communication systems.
Pattern Recognition.
Image Processing and Computer Vision.
Artificial Intelligence.
Simulation and Modeling.
Numeric Computing.
Computer Communication Networks.
Online Access:https://doi.org/10.1007/978-3-319-93764-9
Table of Contents:
  • 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
  • Biomedical Data and Methods.

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