ENGLISH

Latent Variable Analysis and Signal Separation: 10th International Conference, LVA/ICA 2012, Tel Aviv, Israel, March 12-15, 2012. Proceedings

By Andrzej Cichocki , Lieven De Lathauwer (auth.) , Fabian Theis , Arie Yeredor , Michael Zibulevsky (eds.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2012
ISBN
9783642285509, 3642285503, 9783642285516, 3642285511
DOI
10.1007/978-3-642-28551-6
Language
english
Format
PDF
Filesize
12 MB (12511683 bytes)
Series
Lecture Notes in Computer Science 7191
Edition
1
Pages
538\551
Library
usenet tech
Time added
2013-03-30 20:00:00
Pattern Recognition; Image Processing and Computer

Description

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 March 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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