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eBook
Latent Variable Analysis and Signal Separation
14th International Conference, LVA/ICA 2018, Guildford, UK, July 2-5, 2018, Proceedings
Springer International Publishing
ISBN 978-3-319-93764-9
Standardpreis
Bibliografische Daten
eBook. PDF. Weiches DRM (Wasserzeichen)
2018
XVII, 580 p. 150 illus..
In englischer Sprache
Umfang: 580 S.
Verlag: Springer International Publishing
ISBN: 978-3-319-93764-9
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Theoretical Computer Science and General Issues Lecture Notes in Computer Science
Produktbeschreibung
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.Autorinnen und Autoren
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