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020 _a9783642159954
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024 7 _a10.1007/978-3-642-15995-4
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072 7 _aCOM016000
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082 0 4 _a006.4
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245 1 0 _aLatent Variable Analysis and Signal Separation
_h[electronic resource] :
_b9th International Conference, LVA/ICA 2010, St. Malo, France, September 27-30, 2010, Proceedings /
_cedited by Vincent Vigneron, Vicente Zarzoso, Eric Moreau, Rémi Gribonval, Emmanuel Vincent.
250 _a1st ed. 2010.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2010.
300 _aXVIII, 655 p. 182 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v6365
505 0 _aSpeech and Audio Applications -- Convolutive Signal Separation -- The 2010 Signal Separation Evaluation Campaign (SiSEC2010) -- Audio -- Theory -- Telecom -- Tensor Factorizations -- Sparsity I -- Sparsity; Biomedical Applications -- Non-negativity; Image Processing Applications -- Tensors; Joint Diagonalization -- Sparsity II -- Biomedical Applications -- Emerging Topics.
520 _aThis book constitutes the proceedings of the 9th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2010, held in St. Malo, France, in September 2010. The 25 papers presented were carefully reviewed and selected from over hundred submissions. The papers collected in this volume demonstrate that the research activity in the field continues to gather theoreticians and practitioners, with contributions ranging range from abstract concepts to the most concrete and applicable questions and considerations. Speech and audio, as well as biomedical applications, continue to carry the mass of the considered applications. Unsurprisingly the concepts of sparsity and non-negativity, as well as tensor decompositions, have become predominant, reflecting the strong activity on these themes in signal and image processing at large.
650 0 _aPattern recognition systems.
_93953
650 0 _aComputer vision.
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650 0 _aComputer simulation.
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650 0 _aAlgorithms.
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650 0 _aComputer science
_xMathematics.
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650 0 _aDiscrete mathematics.
_912873
650 0 _aComputers, Special purpose.
_946653
650 1 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aComputer Vision.
_9132890
650 2 4 _aComputer Modelling.
_9132891
650 2 4 _aAlgorithms.
_93390
650 2 4 _aDiscrete Mathematics in Computer Science.
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650 2 4 _aSpecial Purpose and Application-Based Systems.
_946654
700 1 _aVigneron, Vincent.
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700 1 _aZarzoso, Vicente.
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700 1 _aMoreau, Eric.
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700 1 _aGribonval, Rémi.
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700 1 _aVincent, Emmanuel.
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710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aTheoretical Computer Science and General Issues,
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