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001 | 978-3-319-93764-9 | ||
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007 | cr nn 008mamaa | ||
008 | 180605s2018 gw | s |||| 0|eng d | ||
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_a9783319937649 _9978-3-319-93764-9 |
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_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 |
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337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
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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 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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700 | 1 |
_aGannot, Sharon. _eeditor. _0(orcid)0000-0002-2885-170X _1https://orcid.org/0000-0002-2885-170X _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aMason, Russell. _eeditor. _0(orcid)0000-0002-6030-9603 _1https://orcid.org/0000-0002-6030-9603 _4edt _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 _4edt _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 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
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_iPrinted edition: _z9783319937632 |
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_iPrinted edition: _z9783319937656 |
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