Latent Variable Analysis and Signal Separation
Latent Variable Analysis and Signal Separation
Buch
- 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2¿5, 2018, Proceedings
- Herausgeber: Yannick Deville, Sharon Gannot, Dominic Ward, Mark D. Plumbley, Russell Mason
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- Springer International Publishing AG, 06/2018
- Einband: Kartoniert / Broschiert, Paperback
- Sprache: Englisch
- ISBN-13: 9783319937632
- Bestellnummer: 8282027
- Umfang: 600 Seiten
- Nummer der Auflage: 18001
- Auflage: 1st ed. 2018
- Gewicht: 926 g
- Maße: 236 x 156 mm
- Stärke: 35 mm
- Erscheinungstermin: 6.6.2018
- Serie: Theoretical Computer Science and General Issues - Band 10891
Achtung: Artikel ist nicht in deutscher Sprache!
Klappentext
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.