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020 _a9783319937649
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082 0 4 _a006.4
_223
245 1 0 _aLatent Variable Analysis and Signal Separation
_h[electronic resource] :
_b14th International Conference, LVA/ICA 2018, Guildford, UK, July 2-5, 2018, Proceedings /
_cedited by Yannick Deville, Sharon Gannot, Russell Mason, Mark D. Plumbley, Dominic Ward.
250 _a1st ed. 2018.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2018.
300 _aXVII, 580 p. 150 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTheoretical Computer Science and General Issues ;
_v10891
500 _aAcceso multiusuario
505 0 _aStructured 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.
520 _aThis 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.
541 _fUABC ;
_cTemporal ;
_d01/01/2021-12/31/2023.
650 0 _aPattern recognition.
650 0 _aOptical data processing.
650 0 _aArtificial intelligence.
650 0 _aComputer simulation.
650 0 _aNumerical analysis.
650 0 _aComputer communication systems.
650 1 4 _aPattern Recognition.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I2203X
650 2 4 _aImage Processing and Computer Vision.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I22021
650 2 4 _aArtificial Intelligence.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I21000
650 2 4 _aSimulation and Modeling.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I19000
650 2 4 _aNumeric Computing.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I1701X
650 2 4 _aComputer Communication Networks.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I13022
700 1 _aDeville, Yannick.
_eeditor.
_0(orcid)0000-0002-8769-2446
_1https://orcid.org/0000-0002-8769-2446
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700 1 _aGannot, Sharon.
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700 1 _aMason, Russell.
_eeditor.
_0(orcid)0000-0002-6030-9603
_1https://orcid.org/0000-0002-6030-9603
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_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aPlumbley, Mark D.
_eeditor.
_0(orcid)0000-0002-9708-1075
_1https://orcid.org/0000-0002-9708-1075
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_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aWard, Dominic.
_eeditor.
_0(orcid)0000-0002-7819-0145
_1https://orcid.org/0000-0002-7819-0145
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_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319937632
776 0 8 _iPrinted edition:
_z9783319937656
830 0 _aTheoretical Computer Science and General Issues ;
_v10891
856 4 0 _zLibro electrónico
_uhttp://148.231.10.114:2048/login?url=https://doi.org/10.1007/978-3-319-93764-9
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