Latent Variable Analysis and Signal Separation [electronic resource] : 10th International Conference, LVA/ICA 2012, Tel Aviv, Israel, March 12-15, 2012, Proceedings / edited by Fabian Theis, Andrzej Cichocki, Arie Yeredor, Michael Zibulevsky.
Contributor(s): Theis, Fabian [editor.]
| Cichocki, Andrzej [editor.] | Yeredor, Arie [editor.] | Zibulevsky, Michael [editor.] | SpringerLink (Online service).
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BookSeries: Theoretical Computer Science and General Issues: 7191Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012Edition: 1st ed. 2012.Description: XVI, 538 p. 130 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642285516.Subject(s): Pattern recognition systems | Computer vision | Computer simulation | Algorithms | Computer science -- Mathematics | Discrete mathematics | Computers, Special purpose | Automated Pattern Recognition | Computer Vision | Computer Modelling | Algorithms | Discrete Mathematics in Computer Science | Special Purpose and Application-Based SystemsAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.4 Online resources: Click here to access online
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Springer Nature eBookSummary: This book constitutes the proceedings of the 10th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2012, held in Tel Aviv, Israel, in Marchr 2012. The 20 revised full papers presented together with 42 revised poster papers, 1 keynote lecture, and 2 overview papers for the regular, as well as for the special session were carefully reviewed and selected from numerous submissions. Topics addressed are ranging from theoretical issues such as causality analysis and measures, through novel methods for employing the well-established concepts of sparsity and non-negativity for matrix and tensor factorization, down to a variety of related applications ranging from audio and biomedical signals to precipitation analysis.
This book constitutes the proceedings of the 10th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2012, held in Tel Aviv, Israel, in Marchr 2012. The 20 revised full papers presented together with 42 revised poster papers, 1 keynote lecture, and 2 overview papers for the regular, as well as for the special session were carefully reviewed and selected from numerous submissions. Topics addressed are ranging from theoretical issues such as causality analysis and measures, through novel methods for employing the well-established concepts of sparsity and non-negativity for matrix and tensor factorization, down to a variety of related applications ranging from audio and biomedical signals to precipitation analysis.
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