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Opis

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.

Szczegóły książki

Kategoria Książki po angielsku Computing & information technology Computer science Artificial intelligence

• Pełny tytuł: Latent Variable Analysis and Signal Separation
• Podtytuł: 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2-5, 2018, Proceedings
• Autor: Yannick Deville, Sharon Gannot, Russell Mason, Mark D. Plumbley, Dominic Ward
• Język: Angielski
• Oprawa: Miękka
• Liczba stron: 580
• EAN: 9783319937632
• ISBN: 3319937634
• ID: 19424275
• Wydawca: Springer International Publishing AG
• Waga: 908 g
• Wymiary: 235 × 155 × 32 mm
• Data wydania: 06. June 2018

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