• ISBN13: 9783319937632
• Binding: Paperback
• Subject: N/A
• Publisher: Springer
• Publisher Imprint: Springer
• Publication Date: June 6, 2018
• Pages: 580
• Original Price: EUR 49.99
• Language: English
• Edition: 2018
• Item Weight: 894 grams
• BISAC Subject(s): Artificial Intelligence / Computer Vision & Pattern Recognition, Software Development & Engineering / Computer Graphics, and Computer Simulation

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.