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020 _a9783319224824
_z978-3-319-22482-4
024 7 _a10.1007/978-3-319-22482-4
_2doi
050 4 _aQ337.5
050 4 _aTK7882.P3
072 7 _aUYQP
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072 7 _aCOM016000
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245 1 0 _aLatent Variable Analysis and Signal Separation :
_b12th International Conference, LVA/ICA 2015, Liberec, Czech Republic, August 25-28, 2015, Proceedings /
_cedited by Emmanuel Vincent, Arie Yeredor, Zbyněk Koldovský, Petr Tichavský.
250 _a1st ed. 2015.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 0 _aTheoretical Computer Science and General Issues ;
_v9237
505 0 _aTensor-based methods for blind signal separation -- Deep neural networks for supervised speech separation/enhancment -- Joined analysis of multiple datasets, data fusion, and related topics -- Advances in nonlinear blind source separation -- Sparse and low rank modeling for acoustic signal processing.
520 _aThis book constitutes the proceedings of the 12th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICS 2015, held in Liberec, Czech Republic, in August 2015. The 61 revised full papers presented – 29 accepted as oral presentations and 32 accepted as poster presentations – were carefully reviewed and selected from numerous submissions. Five special topics are addressed: tensor-based methods for blind signal separation; deep neural networks for supervised speech separation/enhancement; joined analysis of multiple datasets, data fusion, and related topics; advances in nonlinear blind source separation; sparse and low rank modeling for acoustic signal processing.
650 0 _aOptical pattern recognition.
650 0 _aComputer vision.
650 0 _aComputer simulation.
650 0 _aComputer software.
650 0 _aComputational complexity.
650 0 _aSoftware engineering.
650 1 4 _aPattern Recognition.
_0http://scigraph.springernature.com/things/product-market-codes/I2203X
650 2 4 _aImage Processing and Computer Vision.
_0http://scigraph.springernature.com/things/product-market-codes/I22021
650 2 4 _aSimulation and Modeling.
_0http://scigraph.springernature.com/things/product-market-codes/I19000
650 2 4 _aAlgorithm Analysis and Problem Complexity.
_0http://scigraph.springernature.com/things/product-market-codes/I16021
650 2 4 _aDiscrete Mathematics in Computer Science.
_0http://scigraph.springernature.com/things/product-market-codes/I17028
650 2 4 _aSpecial Purpose and Application-Based Systems.
_0http://scigraph.springernature.com/things/product-market-codes/I13030
700 1 _aVincent, Emmanuel.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aYeredor, Arie.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKoldovský, Zbyněk.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aTichavský, Petr.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
856 4 0 _uhttps://doi.org/10.1007/978-3-319-22482-4
_3Springer eBooks
_zOnline access link to the resource
912 _aZDB-2-SCS
912 _aZDB-2-LNC
999 _c200433980
_d52192
942 _2lcc
_cEBK
041 _aeng