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Beschreibung
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.
14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings
Details
| Verlag | Springer International Publishing |
| Ersterscheinung | 06. Juni 2018 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 896 Gramm |
| Format | Softcover |
| ISBN-13 | 9783319937632 |
| Auflage | 1st ed. 2018 |
| Seiten | 580 |
Schlagwörter
Artificial Intelligence, Automated Pattern Recognition, Computer Communication Networks, Computer Modelling, Computer Vision, Computermodellierung und -simulation, Künstliche Intelligenz, Maschinelles Sehen - Bildverstehen, Mustererkennung, Netzwerk-Hardware, Numerical Analysis, Numerische Mathematik
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