Latent variable analysis and signal separation : 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2-5, 2018 : proceedings
- Responsibility
- Yannick Deville, Sharon Gannot, Russell Mason, Mark D. Plumbley, Dominic Ward (eds.).
- Digital
- text file; PDF
- Publication
- Cham, Switzerland : Springer, [2018]
- Physical description
- 1 online resource
- Series
- Lecture notes in computer science ; 10891.
Online
Available online
More options
Description
Creators/Contributors
- Meeting
- LVA/ICA (Conference) (14th : 2018 : Guildford, England), author.
- Contributor
- Deville, Yannick, 1964- editor.
- Gannot, Sharon, editor.
- Mason, Russell, editor.
- Plumbley, Mark D., editor.
- Ward, Dominic, editor.
Contents/Summary
- 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.
- (source: Nielsen Book Data)
- Publisher's summary
-
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.
(source: Nielsen Book Data)
Subjects
- Subjects
- Source separation (Signal processing) > Congresses.
- Image processing.
- Artificial intelligence.
- Computer modelling & simulation.
- Mathematical theory of computation.
- Network hardware.
- Pattern recognition.
- Computers > Computer Graphics.
- Computers > Intelligence (AI) & Semantics.
- Computers > Computer Simulation.
- Computers > Programming > Algorithms.
- Computers > Hardware > Network Hardware.
- Computers > Computer Vision & Pattern Recognition.
- Source separation (Signal processing)
Bibliographic information
- Publication date
- 2018
- Title variation
- LVA/ICA 2018
- Series
- Lecture notes in computer science ; 10891
- ISBN
- 9783319937649 (electronic book)
- 3319937642 (electronic book)
- 9783319937632
- 3319937634
- DOI
- 10.1007/978-3-319-93764-9
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