Latent Variable Analysis and Signal Separation

14th International Conference, LVA/ICA 2018, Guildford, UK, July 2¿5, 2018, Proceedings
Herausgegeben:Deville, Yannick; Gannot, Sharon; Mason, Russell; Plumbley, Mark D.; Ward, Dominic

• Broschiertes Buch

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.

Produktdetails

• Theoretical Computer Science and General Issues 10891
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-319-93763-2
• 1st ed. 2018
• Seitenzahl: 600
• Erscheinungstermin: 6. Juni 2018
• Englisch
• Abmessung: 235mm x 155mm x 33mm
• Gewicht: 896g
• ISBN-13: 9783319937632
• ISBN-10: 3319937634
• Artikelnr.: 52562063

Inhaltsangabe

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.