Latent Variable Analysis and Signal Separation 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings
tarafından
Deville, Yannick. editor. (orcid)0000-0002-8769-2446
Başlık
:
Latent Variable Analysis and Signal Separation 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings
Yazar
:
Deville, Yannick. editor. (orcid)0000-0002-8769-2446
ISBN
:
9783319937649
Edisyon
:
1st ed. 2018.
Fiziksel Niteleme
:
XVII, 580 p. 150 illus. online resource.
Seri
:
Theoretical Computer Science and General Issues ; 10891
İçindekiler
:
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.
Özet
:
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.
Konu Başlığı
:
Optical pattern recognition.
Computer vision.
Artificial intelligence.
Computer simulation.
Electronic data processing.
Computer Communication Networks.
Pattern Recognition. http://scigraph.springernature.com/things/product-market-codes/I2203X
Image Processing and Computer Vision. http://scigraph.springernature.com/things/product-market-codes/I22021
Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000
Simulation and Modeling. http://scigraph.springernature.com/things/product-market-codes/I19000
Numeric Computing. http://scigraph.springernature.com/things/product-market-codes/I1701X
Computer Communication Networks. http://scigraph.springernature.com/things/product-market-codes/I13022
Yazar Ek Girişi
:
Deville, Yannick.
Gannot, Sharon.
Mason, Russell.
Plumbley, Mark D.
Ward, Dominic.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 224115-1001 | Q337.5 | Springer E-Book Collection |